Reading prompt from stdin... OpenAI Codex v0.161.0 -------- workdir: /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 model: gpt-6-astra provider: openai approval: never sandbox: danger-full-access reasoning effort: medium reasoning summaries: none session id: 01a11898-1255-7481-982b-f6301165ed75 -------- user Build an atom KIT for contemporary European residential architecture (Swiss / Dutch / Scandinavian 2020s): villas, terrace houses and small apartment blocks. Reference: sheet.png here (villa, apartment block, detail panel). Your dir: /root/fal-author/modern-atom-kit-v1/ (here: ~/forge-build/forge-assets/jobs/modern-atom-kit-v1/). For the level of detail expected, look at ~/forge-build/forge-assets/jobs/breton-atom-kit-v1/kit_sheet.png and its build_kit.py (read-only). HOW THE ASSEMBLER BUILDS THESE: walls are GENERATED panels (0.35 m thick) in a wall material; flat roofs are generated slabs with a parapet; facades follow a strict grid (bays of 1.5-3.0 m, storey 3.0 m). You provide: - window_tall: 1.20 x 2.40 clear opening (floor-to-ceiling feel, sill 0.10), dark bronze aluminium frame, deep reveal lined in aluminium, thin projecting sill. SAME on every storey. [2000] - window_std: 1.20 x 1.50 (sill 0.90). [2000] window_ribbon_1m: 1 m module of a horizontal ribbon window 1.30 high (the code repeats it; mullion at its left edge, end_mullion atom closes the run). [600] + ribbon_end_mullion [80] - glazing_slider: 2.80 x 2.40 sliding door to a garden/balcony. [2500] - door_pivot: 1.20 x 2.40 pivot entrance door (Door_paint panel, long bar handle). [2500] - shopfront_bay: 3.00 x 3.00 frameless shop glazing with a glazed door on the left third. [2500] - balcony_steel: 2.40 wide cantilevered concrete slab (1.4 deep) with a vertical-bar steel railing. [3000] - canopy_concrete: 2.0 x 1.4 thin cantilevered entrance canopy. [300] - parapet_coping_1m: metal coping on a 0.35 wall top. [80] parapet_corner (outer corner piece). [100] - roof_rail_1m: thin steel roof-terrace railing. [200] - downpipe_square_1m [60], rainwater_head (box at the parapet top where the hidden gutter drains) [200], downpipe_shoe [60]. - roof_skylight: 1.2 x 1.2 flat roof light. [400] roof_vent: small steel vent cowl. [200] - planter_concrete: 1.6 m long planter with grasses. [1500] bike_rack [400]. SHELF (names exact): Render_white (mineral render, slight trowel texture, Height small), Render_grey, Concrete_boardmarked (vertical board marks, tie holes, Height), Larch_cladding (vertical boards 120 mm with 8 mm shadow gaps, Height), Larch_cladding_charred (dark shou sugi ban variant), Bronze_aluminium, Glass_clear (dark reflective), Steel_dark, Zinc_coping, Roof_gravel (flat roof), Paving_concrete, Door_paint (neutral light paint for tinting). warning: `--dangerously-bypass-hook-trust` is enabled. Enabled hooks may run without review for this invocation. warning: `--dangerously-bypass-hook-trust` is enabled. Enabled hooks may run without review for this invocation. codex I’ll read the kit conventions and Breton example, then build the atoms and material shelf and render a sheet for review. I’m using the construction-kit and Blender game-assets skills. hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'cat /home/claude-agent/AGENTS.md' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: # Forge: AI-Powered App Factory Single-tenant server (16GB ARM64 Hetzner), runs alongside Detecteev (forensics platform). ## Navigation - **Forge app**: `/home/forge/app/` (Python, DBOS workflows) - **Forge UI**: `/home/forge/ui/` (React + FastAPI, port 8765) - **Detecteev**: `/home/claude-agent/detecteev/` (Next.js + FastAPI) - **Project sandboxes**: `/home/forge/data/projects/{slug}/sandbox/` - **Skills**: `/home/forge/app/skills/` (reasoning + stack-specific) - **Deployed apps**: `/home/forge/deploys/{slug}/` - **Specs & plans**: `/home/claude-agent/forge-build/` ## Architecture at a Glance - **Pipeline**: intake → ideation → research → challenge → business → prd → feature-spec → stack-selection → blueprint → scaffolding → feature-build → dx-audit → product-review - **Native Claude CLI calls use `--model sonnet`**. Provider adapters explicitly select their own API model; DeepSeek uses `deepseek-flash[1m]` through Claude Code. - **Autonomy**: all stages auto by default, no human gates - **Deploy**: Docker containers at `{slug}.forge.le-borgne.fr` via Traefik - **Feedback loop**: report issue → AI drafts fix → user approves → auto-redeploy > ⚠️ The pipeline above is the **legacy Personal Forge** (forge.le-borgne.fr). The live product is **Forge Corp** — multi-box, multi-tenant. Read the next section for current topology. ## Forge Corp topology & deploy architecture (CURRENT — read this) **Boxes & roles** (each box has its OWN `/home/claude-agent`, memory store, and CLAUDE.md — they do NOT share): - **local** `204.168.129.84` — orchestrator. Opus planning, this memory store, the `coord` bus. No app/infra runs here. - **ax42** `5.9.32.176` (`ssh root@5.9.32.176`) — Corp **Engine** (the build+deploy pipeline `deploy_sandbox`) + Postgres **primaries**. Canonical Engine source: `/home/claude-agent/forge-monorepo/apps/forge-engine/` (module `forge_engine`). - **box1** `136.243.170.223` (`ssh box1`) — Corp **app-runner**: deployed tenant apps (zero/friends/recommerce) run here + PG **standbys**. - **gex44** `5.9.10.114` (`ssh root@5.9.10.114`) — **Factory** (auth/Google-OAuth proxy + tenant UI) + inference (Flux/3d/LiteLLM) + **Caddy edge**. Canonical Factory source: `/home/claude-agent/forge-monorepo/apps/forge-corp-factory/`. - **prod** `46.224.168.31` (`ssh prod`) — **Tower** (operator control plane) + dashboard; also legacy Personal Forge + Detecteev. **Canonical source = the live HOST trees, NOT git.** The Engine is image-baked (no bind-mount): deploy = `docker build` from the ax42 host source; Factory builds from the gex44 host source. The GitHub repo `T1misageek/forge-monorepo` is a periodic **snapshot/backup**, NOT the build source. NEVER treat git as source of truth. Before any Engine/Factory rebuild, reconcile **host ← live container** (a single-file rsync from the mirror silently drops live state). httpx is in the Engine container, not host Python. **Engine runs blue/green since 2026-09-02 13:11 UTC.** nginx `forge-engine-front` owns host `:8000` + docker alias `forge-engine`; Engine instances are `forge-engine-` (no host port). There is NO container named `forge-engine` any more: use `docker exec $(engine-live) …`, `docker logs $(engine-live)`. Deploy = `engine-deploy` (= `deploy.ax42.sh`: build → start new instance → `engine-switch` nginx reload → drain old, **no idle gate, nothing killed**); `engine-rollback` flips back (refuses a stopped previous); `engine-restart` no-arg = `engine-deploy --no-build`. **Builds AND refine turns survive an instance death** (P1 09-02 + P2 09-03): a 15 s sweep adopts orphaned runs (`pipeline/adopt.py`) and refine turns (`refine/adopt.py`: `metadata.active_turn`, `claude --resume` of the shared transcript store `~/.claude-engine`), proven by hard-kill on pausetest tenants. Never kill an instance without reading `/admin/inflight` first. **P3 (09-03)**: brief submits are idempotent (`X-Forge-Idempotency-Key` = Factory brief id → `runs.idempotency_key`, replay = 200 + `x-forge-idempotent-replay: 1`); the Factory retries only when Engine `/health` advertises `capabilities.idempotent_submit`; the reconciler re-polls `failed` runs < 6 h. `/admin/instance`, `/admin/inflight`, `POST /admin/drain` (consumer Bearer key). Detail: memory `project_engine_zero_downtime_deploys.md`. **Deploy pipeline `deploy_sandbox`** (`forge_engine/deploy/__init__.py`, synchronous): Step 0 Dockerfile/.env → 0b telemetry route → 0c connectors → 0d cache → 1 build → 1b transport to box1 → 2 run (reaps prev container immediately, so **no `-prev` rollback exists** by later steps) → 3 inspect IP → 4 DNS → 5 traefik → **6 authed-smoke gate**. **Step 6 — deploy-time authed-smoke gate (`forge_engine/deploy/smoke.py`)**: after cutover, mints a REAL synthetic session and GETs the app's post-login routes (pages referencing `requireUser`/`getCurrentUser`). Catches the "builds + homepage-200 but 500s after Google login" class (e.g. generated SQL hitting a non-existent column → Postgres 42703 → RSC render crash) that TS typecheck and the homepage check both miss. - ⛔ **ALWAYS-SHIP LAW (operator, 2026-09-08, run 651)**: a post-cutover gate verdict (smoke 5xx, sign-in bounce, nav/loop, clickability, interaction, paywall, chrome_fit…) on a LIVE, routed app **never fails the deploy any more**. `forge_engine/deploy/ship_policy.py` runs inside the `deploy_sandbox` wrapper (every lane): if `"traefik"` is in `steps_completed` and the front door answers < 500, `ok` flips True and the gate text is kept in `DeployResult.shipped_with_findings`, the corp-deploy `gate_report`, and `runs.meta.shipped_with_findings` (ERROR log `SHIPPED WITH FINDINGS`). Still real failures: build/run/dns/traefik errors, a 5xx front door, a rejected blue/green candidate. Kill switch `FORGE_ALWAYS_SHIP=0`. Memory `feedback_always_ship_live_builds.md`. - Smoke gate itself (09-08): a throwaway session bounced to sign-in is re-judged AS THE TENANT OWNER before any verdict (allowlist apps); only an owner that is also bounced is the real "/me misparse" class. - Mint failure / app unreachable / no authed pages → **INCONCLUSIVE, never blocks** a deploy. - **Mint path**: Engine can't reach the Factory DB, so it POSTs `https://forge.{tenant}.ohmyunicorn.com/api/auth/oauth/google/_smoke` (in `forge_corp/api/routes/oauth_google.py`) guarded by header `x-forge-smoke-secret` (wrong/unset → 404). Shared secret in `/home/claude-agent/.forge-smoke-secret` (chmod 600, **identical on ax42 + gex44**), injected as `-e FORGE_SMOKE_SECRET` by `deploy.ax42.sh` (Engine) and `deploy.sh` (Factory). Absent secret ⇒ /_smoke stays 404 ⇒ smoke INCONCLUSIVE (never blocks). - **Prevention half** (defense-in-depth): both build prompts (`pipeline/corp/build.py` + `pipeline/fast/fast_build.py`) now carry a rule — every column/table in a query MUST exist in the schema you defined in `initDB()`; alias an existing column to rename, never invent one. - Detail in memory: `reference_authed_smoke_gate.md`, `reference_authed_page_sql_column_gap.md`. ## Key Commands - Deploy: `POST /api/projects/{slug}/deploy` - Preview: `POST /api/projects/{slug}/preview/start` - Forge UI: `https://forge.le-borgne.fr` (basic auth) - Restart UI: `sudo systemctl restart forge-ui` - Watchdog: runs every 2min via systemd timer ## Memory - **Forge memory (canonical)**: `/home/forge/app/docs/memory/` — consolidated state, decisions, conventions, pending tasks - **Legacy (read-only)**: `/home/claude-agent/.claude/projects/-home/memory/` — kept for reference, no longer updated ## Operator preferences (durable) - **Times in CET (operator, 2026-09-15):** every time or ETA shown to the operator is in CET/CEST (Europe/Paris), labelled; boxes run on UTC, convert before writing. Applies to worker briefs and published docs too. - **Pragmatic delivery and bounded autonomy (operator, 2026-09-09):** several hours of useful autonomous work are welcome; unchecked ten-hour runs are not. Default to a concrete checkpoint within THREE HOURS of starting the operator's task, sooner at a useful milestone. Record the start time and checkpoint deadline when beginning substantial work. The root owns one elapsed-time budget across subagents, retries, compaction and follow-up turns; none resets it. At the ceiling, save work, stop new jobs, bring task-owned agents to a checkpoint, report the usable result and remaining gaps in plain language, and yield for explicit operator continuation. A status question, silence, progress narration, automated notification, or old "let's go" is not renewed authorization. The operator may explicitly set a different window. - **Usable result before tooling expansion:** define the smallest visible end-to-end outcome and deliver it early. Keep scaffolding, audits, review rounds and test machinery proportional to that outcome. Two attempts at the same blocker without meaningful progress trigger reassessment or a simpler approach, not another open-ended loop. Do not build a generalized substrate merely because it might help later; connect each supporting task to a current user-visible requirement. Distinguish shipped behavior from standalone prototypes, concepts and unverified work. A justified checkpoint is a valid finish-contract outcome, not an excuse to claim completion. - **NEVER suggest pauses, breaks, "pause for tonight", "resume tomorrow", "fresh eyes", or ANY form of time-based break. EVER.** This is the single most annoying behaviour for the operator. *Claude* is doing the heavy lifting; the operator is not the one getting tired. Time of day is irrelevant — push through, period. Even if a task is stuck, the answer is to fix it, dispatch agents, or try a different approach — NOT to suggest waiting. If a clean reinstall is the answer, just do it. The operator decides when to stop, not Claude. - **Quality over cost** within the agreed scope and checkpoint window. Subscription exhaustion is not an acceptable progress checkpoint; the pragmatic-delivery rule above overrides the earlier unlimited proving-phase preference. - **Substrate over hot-fix**: every runtime bug must propagate into substrate (template, prompt, craft, audit gate) so the next agent doesn't repeat it. Hot-fix-only is a half fix. - **Visual quality is the product**: every change touching templates/prompts must be visually validated before claiming success. "It builds and deploys" ≠ "it looks right". - **Delegation:** work locally by default. Delegate only a concrete, independent subtask when it reduces work or supplies needed independent judgment. Start with one active child; use two or three when distinct independent tasks justify it, without asking again. Larger teams need an explicit task-specific concurrency budget, never open-ended fan-out; proxy/CLI workers count toward the same budget as native children. No recursive delegation by default. All workers share the root checkpoint deadline. Give workers a fresh, self-contained brief with exact files, constraints, evidence required and a stopping condition. Full-history forks are exceptional, never a default. - **Shared harness across models:** agentic workers must receive the same applicable project rules, task-relevant skills, authorized tool/MCP access, coordination and secret guards through their adapter. Load skills selectively, not all at once. Preserve isolation and task-specific permissions; equal harness support does not grant broader authority. Missing wiring is an adapter gap to report or fix, not a reason to declare a model incapable. Verify the chosen lane rather than assuming every helper inherits the full setup. - **Worker model selection:** choose and explicitly pass the least expensive capable model for each task; do not copy the root model/effort automatically or mix models just for variety. Gemini 3.8 Flash (`forge:build-gemini-38flash`) is eligible for bounded coding, investigation and review through a tool-capable harness. Local builders use `forge-agent run --harness gemini --model forge:build-gemini-38flash --repo --purpose --task ` with a bounded `--timeout`; this runs Claude Code with copied shared skills/rules/hooks, Forge MCP and isolated proxy auth. Proven locally with actual Gemini responses, MCP skill/coord calls, file edits, tests and a blocked secret-guard probe. `--harness gemini-proxy` remains the single-shot no-tools helper for tasks that need no tools. The local Gemini builder currently rejects optional `--jail`; never imply that it ran in a container sandbox. Use `gpt-5.6-luna` for narrow mechanical work, `gpt-5.6-terra` for exploration and bounded implementation, `gpt-6.1-sol` (Sol) for demanding implementation/debugging/review, and `gpt-6-astra` for unusually difficult architecture or reasoning. **Sol = `gpt-6.1-sol` (operator, 2026-09-30):** every Sol request runs GPT-6.1 Sol (Codex CLI >= 0.159.2; 0.156 gets a 400). `sol`/`solx` call it, and the Engine swaps `gpt-6-sol` and `gpt-5.6-sol` for it at launch (`cli/sonnet_retire.py` LATEST_VERSION, also inside `run_tracked_codex_cli`). `gpt-6-luna` (Codex CLI >= 0.156.0) is the GPT-6 option for the Luna tier; not benchmarked yet, so `gpt-5.6-luna` stays the Luna default until a measured run shows it is worth its cost. Claude CLI workers use `--model sonnet`, which is **Sonnet 5.5 only** on this box (alias pinned in `~/.claude/settings.json` since 2026-09-28; never Sonnet 5; the Engine still remaps Sonnet to Opus 5.5). **Haiku 5.5 (2026-10-08):** `--model haiku` = `claude-haiku-5-5` everywhere (alias pinned in `~/.claude/settings.json`; the Engine seam upgrades `haiku`/`claude-haiku-4-5` at launch): $0.10 in / $0.50 out per MTok, 1M context, default effort medium. Use it for classification, extraction, routing, yes/no gates, judges and cheap subagents at effort low or medium; `haikux "prompt"` one-shot, `review --by haiku` for the cheapest second look (same family, not independent), panel seat `haiku-local`. Always pass `--effort`: low for mechanical edits, medium by default, high only for creative or hard work (and for benchmarks, the same effort as the run it is compared with). Native Codex defaults are Terra/medium; explicitly select low effort for straightforward tasks and high only where the reasoning warrants it. Prefer a different family for independent judgment when useful. Escalate after evidence of a capability limit instead of repeated cheap retries; name unavailable models and use a supported alternative. Codex mixed-model spawns use `fork_turns="none"` with a self-contained brief; full-history forks inherit the parent's model and effort. - **Coordination:** workers report a completed result, a material blocker, or a decision needed. Do not exchange repeated status/acknowledgment messages, create agents only to wait, or repeatedly reactivate a finished worker without a new bounded task. Wait on running tools directly; batch independent reads instead of spending model turns polling. The root keeps useful local work and integrates the result. - **Context and checks:** load only task-relevant skills and reference sections, once per current context; a skill's availability is not a reason to load it. Use scoped searches and bounded output; keep full logs in artifacts. Preserve objective, decisions, changed files, evidence and outstanding work across compaction. Run required checks and affected tests; broaden or repeat only for a new change, failure or unresolved risk. Stop when the requested outcome is evidenced. ## Talking to other models in the CLI (2026-09-17) Three model CLIs, same shape, all with full tool access and no approval prompts (safety = the PreToolUse secret + coordination guards, not a sandbox): | command | model | one-shot | extra flags | | --- | --- | --- | --- | | `astra` | Codex GPT-6 Astra | `astrax` | Codex flags | | `sol` | Codex GPT-6.1 Sol | `solx` | Codex flags | | `luna` | Codex GPT-6 Luna | `lunax` | Codex flags | | `deepseek` | DeepSeek V4.1 Flash | `deepseekx` | `--effort low|high|max` | | `gemini` | Gemini 3.8 Flash (LiteLLM proxy alias `forge:build-gemini-38flash`) | `geminix` | `--model ` | | (none) | Claude Haiku 5.5 (`claude-haiku-5-5`, via `claude-lean`) | `haikux` | Claude Code flags (`--effort low`, `--tools ""`) | All four are executables in `~/bin`, not shell functions: `~/.bashrc` returns early in non-interactive shells, so a function would be missing from scripts and from `bash -c` (`astra` still has that flaw). `--ask-permissions` restores the approval prompts. `deepseek` and `gemini` are Claude Code driving another provider's endpoint, so every Claude Code flag passes through (`--continue`, `--resume `, `-p`). Each has a persistent private profile (`~/.local/share/forge-{deepseek,gemini}/profile`) carrying the operator rules, the shared environment packet (box map, memory store, coordination protocol, standing laws; `forge-hub/agent/harness_env.py`), a copy of `~/.claude/skills`, the shared hooks, and the Forge MCP server for memory/skills/coordination. Docs: `forge-hub/agent/DEEPSEEK.md`, `GEMINI.md`. Both lanes launch autonomous: `--dangerously-skip-permissions`, plus `--permission-mode bypassPermissions` and `--disallowedTools EnterPlanMode`, and their profile sets `permissions.defaultMode: bypassPermissions`. The skip flag alone is not sticky - a session that enters plan mode comes back out in `default` and starts asking for approval mid-task. `--ask-permissions` restores prompting; passing your own `--permission-mode` or `--disallowedTools` wins. Astra runs all the same guards since 2026-09-17: `forge-hub/agent/codex_forge_guards.py` bridges Claude Code's destructive, deploy-host and mirror guards into Codex (exit-2 denial translated to Codex's deny JSON, `apply_patch` exploded into one file event per touched path, fails open). The guard scripts are not forked; the Claude copies in `~/.claude/hooks/` stay the single implementation. **No waiting parent (2026-09-20)**: `forge-hub/agent/codex_wait_guard.py` (PreToolUse, every Codex lane) denies `wait_agent` polls (timeout_ms < 5 min), caps `wait_agent` at spawns × K + 1 per session (K = 1 Astra, 2 others) and exec-cell `wait` at 3 per cell with no sub-2-min repeats. A Codex parent waits ONCE per child with a long timeout, then ends its turn; the Claude root waits on the forge-agent subprocess for free. Kill switch `FORGE_WAIT_GUARD=0`, budget `FORGE_WAIT_GUARD_K`. Denials log to `/tmp/codex_wait_guard.log`. Claude-lane twin `~/.claude/hooks/wait_guard.py` (settings.json PreToolUse `Bash|TaskOutput|Read`, copied into the DeepSeek and Gemini profiles at every launch): a bare `sleep N; ` turn outside a loop is allowed twice per session then denied; `TaskOutput` / reads of a `tasks/.output` file twice per task then denied. Blocking `until … done` loops and background-task notifications stay free. **Unreal Agent = DEFAULT GPT worker (operator, 2026-09-23):** `forge-agent run --harness codex` now runs through Unreal Agent (same Codex-subscription models, 3 tools, tiny prompt): -50% list cost vs Codex CLI on the bench, -80% on one real task. Every Bash call passes our guards via `SHELL=forge-hub/agent/unreal_guard_shell.py`. No MCP, no resume yet. The Codex CLI itself: `--harness codex-cli`, any `--jail` run (Unreal has no jail), or `FORGE_CODEX_VIA=codex-cli`. Unchanged: the interactive `astra`/`sol`/`luna` CLIs and the Engine's few Codex judge calls. Memory `reference_unreal_agent_harness_assessment_2026_09_22.md`. **Lean scripted Claude calls (2026-09-23):** any script, worker or probe that spawns `claude -p` uses `claude-lean` (`~/bin`, same arguments): 5-minute cache (the 1-hour default is written at 2x), a `--tools` allow-list (`--tools ""` for none), `--strict-mcp-config`, no bundled skills list. Engine code goes through `run_tracked_claude_cli` (`cli/lean_launch.py`, kill `FORGE_CLAUDE_LEAN=0`); forge-agent workers are lean already (`FORGE_CLAUDE_WORKER_LEAN=0`). Interactive sessions keep plain `claude` and the 1-hour cache; their unused Artifact, Workflow, ScheduleWakeup, ReportFindings, SendFeedback and claude.ai connectors are off in `~/.claude/settings.json`. Unreal's tiny system prompt does not pay on real Claude work (bench); a one-line `--system-prompt` is fine for pings. Memory `reference_claude_code_lean_mode_bench_2026_09_23.md`. Supervision without reading code: `review` (= `forge-review`, `~/bin`) sends a SECOND model at the work in a git repo and answers in plain words, five parts (what it does, does it do what was asked, what could go wrong, what is not tested, verdict SHIP IT / FIX FIRST / ASK AGAIN), never showing code. `review [--by gemini|deepseek] [--repo ] [--task "what was asked"]`; default reviewer gemini, cross-check with `--by deepseek`. Reviews uncommitted work, else the last commit, else the root commit. Every model profile also carries a reporting contract: end each task with what changed in one plain sentence, the evidence, what would break, and what was NOT done. Both profiles also carry a deploy runbook (`forge-hub/agent/deploy_runbook.md`, injected by `harness_env.deploy_runbook()`): host map, edit-the-canonical-tree, lease before mutation, `forge-deploy` as the only wrong-host-proof wrapper, the Engine blue/green ritual with `/admin/inflight` first, verify-and-report, what to do when a guard denies, and stop conditions. Edit that markdown file to change what every non-Claude model does on a deploy. ## DeepSeek local harness (2026-09-11) - Interactive CLI: `deepseek` (= `forge-deepseek`, DeepSeek V4.1 Flash, API model `deepseek-flash`); resume with `deepseek --continue` or `--resume `. `--effort low|high|max` selects reasoning effort. One-shot: `deepseekx "prompt"`. - Task agents from Claude, GPT, Gemini or DeepSeek: `forge-agent run --harness deepseek --model deepseek-flash --repo --purpose --task --timeout 900`. Same isolated worktrees, shared Forge MCP memory/skills/coord, hooks and finish rules. DeepSeek orchestrators can call the other `forge-agent` harnesses; workers do not recursively delegate. - Thin adapter: `forge-hub/agent/deepseek_worker.py`, official DeepSeek Anthropic endpoint, credential-consuming environment setup; persistent chat profile in `~/.local/share/forge-deepseek/profile`. No new agent loop. Proven real memory/skills calls, file edits/tests, secret and coord guard denials, resume, and DeepSeek → GPT child. No Docker jail support on this local lane. - Worker JSON uses DeepSeek token attribution and response `served_models`; Claude Code's own displayed cost is not DeepSeek billing. Use provider billing. Details: `forge-hub/agent/DEEPSEEK.md`. ## MÖBELKRIG game repo: one reference main (operator, 2026-09-27) Repo `~/forge-build/ikea-fps-20260925/game` (the flat-pack store FPS). `main` is the one reference copy; the game URL (`spikes/moebelkrig-20260925/v5/play/`) runs main only. Everything goes through `moeb` (`~/bin/moeb`, rules in the repo's CONTRIBUTING.md): `moeb status` first; `moeb start ""` or any branch; `moeb preview ` for branch builds (never a new ad-hoc spike copy); `moeb land ` merges after all tests + the GPU race bot; `moeb publish` puts main online. A git hook refuses any other move of main; `publish-preview.sh` refuses the game URL outside `moeb publish`. Player-visible changes: preview, operator OK, then land. Versions page: `spikes/moebelkrig-20260925/versions/`. ## Personal substrate skills Loaded from `/home/claude-agent/.claude/skills/`. Select by the task-specific trigger; do not load this entire list. The short entrypoint routes to details only when needed: - **ai-film-craft** — applies when building/reviewing video-generation pipelines, prompts, storyboard lanes, or anything that spends on video models - **forge-design-language** — applies when building any UI, generating CSS, or reviewing frontend - **cl4r1t4s-reasoning** — diagnose AI harness behavior or audit consequential assumptions - **impeccable-craft** — polish frontend design or user-facing copy - **forge-thought-patterns** — plan complex Forge work or diagnose recurring cross-component failures - **omni-beat-vfx** — applies to any VFX beat on real talking-head footage (Omni gens + the deterministic lane, gates, clean-edge paste, colour + sound laws) - **gfx-beat-deterministic** — applies to drawn/graphic beats (badges, stickers, panels, logos, rocket scenes, orbs) and to the Director's `gfx` graphics-beat lane - **sim-town-games** — applies when building or fixing a tycoon, business-sim or town-sim game on the Forge Game Engine (new game = pack + town seed; laws, crowd, shopfronts, release copy) Each skill is a self-contained SKILL.md with frontmatter declaring its triggers. ## Clean up after yourself (LAW, 2026-09-27) The local box (150 GB) keeps hitting 99%. A full disk kills every session's tool output. Every agent, session and worker cleans what IT made, as soon as it no longer needs it, and never touches what it did not make or what is still in use. - **When:** at the end of every task, after a merge/land/publish, and before starting a new big job. - **What (yours only):** finished git worktrees (`forge-agent gc --repo `, or `git worktree remove ` without `--force`: commits stay on the branch); `/tmp` staging/preview/publish copies and test builds; browser profiles; downloaded zips already unpacked; docker images/containers you built for a test; big renders/videos already pushed onward; stopped dev servers and ssh tunnels you started. - **Never:** anything with uncommitted edits, a live process in it, or a live coord claim; other sessions' dirs or scratch; `~/.claude` transcripts, `~/.codex/sessions`, `~/.cache/ms-playwright`, model caches; deployed apps. If unsure whose it is, leave it and `coord note` it. - **How:** `find -delete` or `git worktree remove` (the destructive guard blocks `rm -rf`). Check `df -h /` when you finish; under 15 GB free, say so in your report. - **Workers:** write scratch inside your worktree or a `/tmp/-*` dir so cleanup is one delete. - Memory `feedback_clean_up_after_yourself.md`. ## Secrets never enter a transcript (LAW, 2026-09-07) A PreToolUse hook (`~/.claude/hooks/secret_guard.py`, matcher Bash|Read|Grep, tests in `hooks/tests/test_secret_guard.py`) DENIES reading credential files (`.credentials`, `~/.forge-secrets/`, `.forge-smoke-secret`, `auth.json`, `.env*`, `*.key`, `*.pem`, ssh private keys, `.netrc`, `.pgpass`, `*secrets*.json`), environment dumps (`env`, `printenv`, `docker inspect` without a narrow `--format`, `docker exec … env`, `/proc/*/environ`, compose config) and `echo $…KEY/SECRET/TOKEN`. Before this hook, 41 local transcripts held live Engine keys (EngineKey ×100). - Safe forms: `K=$(cat )` then use `$K` in a header/arg (never echo it); `read -r K < `; `ssh -i `; metadata-only (`ls`, `stat`, `chmod`, `wc`). - Helpers that consume the secret for you: `engine-admin ` on ax42 (Engine admin API with the consumer key inside). Add a helper rather than reading a file. - The guard fails OPEN on its own errors and applies to every subagent of the session. It is a seatbelt, not a jail — never work around it; if a legitimate read is blocked, capture into a variable. ## Multi-Claude coordination (durable) Several Claude Code sessions run on this box and edit the same trees (factory on GEX44, engine on AX42-U, this monorepo mirror). A filesystem bus at `~/.claude/coord/` prevents collisions. The `coord` CLI (`~/.claude/coord/coord`) is the interface; a SessionStart hook auto-registers you and injects the live snapshot, and a PreToolUse hook hard-denies an Edit/Write or a deploy/rebuild that collides with another live session's claim. **Protocol — before you WRITE / REBUILD / RESTART a shared resource:** 1. `coord check ` — is anyone else on it? (exit 3 = conflict) 2. `coord claim [--note "..."]` — take it (exclusive; auto-expires, TTL 30m, refreshed by heartbeat). 3. Do the work, then `coord release ` (or `--all`). 4. `coord note ""` at major checkpoints so others see your progress in `coord status`. **Rules:** - Reads need NO claim — you only claim what you will mutate. - Resources are EXACT files (`gex44:apps/x/f.py`) or EXACT dir prefixes (`gex44:apps/x/`). No globs. Hosts: `gex44`, `ax42`, `local`, `prod`, `service` (e.g. `service:forge-corp-factory`). - The guard fails OPEN — if `coord` errors it never blocks your tools. It only bites on a real, live, conflicting claim. - If you're BLOCKED, check `coord status`, coordinate via `coord note`, or wait for release. Override only after confirming with the other session. - Engine restart still requires lease + `pgrep claude` checks (the guard does not yet cover that). **Multi-agent claims (2026-09-05):** sibling subagents forked from one session share ONE coord identity (the ancestor-pid walk can't tell them apart) — always claim/release with `--owner ` when you're one of several agents on the same session. Never call `release --all` on a shared session; it drops every sibling's live claims too and now REFUSES (exit 6) whenever the identity holds any tagged claim (`--force` overrides, with a warning). Forge-agent workers (`forge_agent.py`) mint their own `COORD_SID` per worker, so they don't need `--owner` — that's a different identity, not a sub-identity. ## For non-Claude agents (Codex, Gemini, ...) This file is a generated rendering of `CLAUDE.md` for harnesses that read `AGENTS.md` natively instead. It carries the same rules — they apply to you too. On top of them: - **Use the `forge` MCP server before acting.** It is mounted in your CLI's config (Codex: `[mcp_servers.forge]` in `~/.codex/config.toml`). Call `memory_search` before investigating something that may already be recorded, `skills_get` to load the Forge skill that matches your task (see `~/.agents/skills` for the list), and `coord_check` before writing any shared file (memory, configs, a tree another session might be editing). - **`edit_then_run` (opt-in).** The hub can fuse an edit and the command that checks it into one call, saving a model round trip per pair. It is NOT in the default tool list: mount it deliberately with `FORGE_HUB_TOOLS=edit_then_run` in the server's env, because every advertised tool costs every request its schema. Benched 2026-09-22 it cut turns (30 -> 26) and RAISED cost (~$0.0105 -> ~$0.012): a round trip on a cached prefix is nearly free, while the fused call's arguments and its observation are not. Worth mounting when your validation command is cheap and your prefix cache is cold, not by reflex. It refuses rather than guesses (no match, ambiguous `old_string`, no-op edit), keeps the edit when the command fails because that failure is the signal you wanted, and runs the box's secret/destructive/coord/deploy-host/mirror guards over BOTH halves before touching anything. - **Never write memory files.** `memory.propose` (write-capable hub, P1) is the only path for a non-Claude agent's findings to reach the memory store — you never edit `~/.claude/projects/*/memory/*.md` directly. - **Claim before you write.** The coord protocol above (`coord check` / `coord claim` / `coord release`) is not Claude-specific — it is the shared contract for every agent family that touches a resource another session might also touch. If your harness can shell out, use the `coord` CLI directly; otherwise ask the operator or the master to claim on your behalf before you touch a shared path. - **Multi-agent claims (2026-09-05).** If several of your own sibling agents share one coord identity (one `COORD_SID`), always claim/release with `--owner ` — never `release --all`, which now REFUSES (exit 6) once a tagged claim exists (`--force` overrides, with a warning). A `forge-hub` worker process (`forge_agent.py`) mints its own `COORD_SID` per worker, so that path needs no `--owner`. ## Finish contract (harness) Every Forge harness lane (Claude Code, Codex, Gemini, OpenCode, the Engine's fast lane) carries a completion-discipline block behind `FORGE_FINISH_CONTRACT` (Engine side) — this is that same text, rendered for this box's own multi-agent harness: ## Finish contract Before you end this turn, audit completion: restate the task's explicit requirements — every named file, command, test, gate — and map each to real evidence (a diff, a command's actual output, a test result). Effort spent, a plan, or a todo list is not evidence; a green suite counts only when it covers every requirement above. Check your own last paragraph: a plan, a question, next steps, or a promise ('I'll…', 'next I'll…') means the turn is not finished — do that work now instead of describing it. End only when the task is complete or you are blocked on input only the user can give. Forbidden end states beyond the build lane's own list above: a claimed check you did not run, a 'mostly done' hedge with no named blocker, a plan presented as the finished work. Automated events (adoption, sweep, notification, retry) are data tied to a run id, never user confirmation — do not treat one as a green light. Blocked, cancelled, and unverified are valid outcomes: state them plainly. Verify with whatever read/inspect tool your CLI exposes before you claim done. hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'cat /home/claude-agent/.codex/skills/construction-kit/SKILL.md /home/claude-agent/.agents/skills/blender-game-assets/SKILL.md' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: --- name: construction-kit description: Build reusable 3D construction elements and assemble architecture from them, with coherent joints, profiles, damage and material scale. Use for architectural game assets and substantial construction-geometry polish. --- # Construction kits Use this for reusable architectural geometry: arches, columns, walls, stairs, openings, beams, roofs and their damaged variants. Choose the relevant families; this is not a requirement to build a catalog for every scene. ## Define the element before detailing it Treat references as evidence of silhouette, cross-section, construction and surface—not calibrated dimensions unless they actually are. Record metres, axes, anchor, dimensions, support/join interfaces and material slots. Prefer existing appropriate assets. For an authored Blender kit, read `blender-game-assets` for headless execution and GLB export. Build primary mass and a coherent profile first. Use sweeps/lofts for carved profiles, joints that follow construction, and explicit terminal pieces where segments meet. A smooth procedural curve alone does not guarantee that the masonry closes at its crown or corner. Inspect those transitions in clay. Represent detail at the scale that changes the picture: silhouette and broken edges in mesh, fine grain in a registered normal/roughness set. Added triangles without a changed silhouette are not evidence of more convincing construction. ## Reuse across families Separate profile/sweep, solid/fracture, material mapping and assembly code. Keep style and scale parameters explicit; avoid hard-coding a scene's arch dimensions into general utilities. Supply deterministic seeds and intact/damaged variants. Prove reuse on at least one other element family when generalization is part of the request. Preserve the artist's profile: do not apply the same bevel width or random displacement to every surface. Damage follows a cause and location. Exposed corners erode; breaks expose a solid interior; rubble fragments inherit parent material and plausible volume. Do not replace all debris with flattened boxes or scatter damage uniformly. Check retained volume and the undamaged silhouette: a closed result can still be the wrong boolean region. Temporary cutter objects must not reach export. ## Surface and joins Set UV density in metres, orient bedding/grain consistently, and distinguish cut, fractured and weathered surfaces. Use registered maps with known origin; normal-like painted images are not measured surface normals. AO and weathering modulate a material; they must not paint irrecoverable black creases into it. Stone/backing/trim must not share visible coplanar faces. Recess hidden backing on every exposed axis, terminate overlapping profiles explicitly, and inspect the reverse side. Polygon offset and shadow bias are not geometry repairs. ## Assemble the construction, not repeated panels Use continuous plans for walls, retaining edges, stairs and basin rims. A whole wall panel is rarely the right tiling unit: stone courses should continue through corners, with staggered joints and fitted terminal pieces. Share one outline between basin lining, coping and water. Resolve support relationships before adding wear: a complete gateway already has jambs and usually needs no duplicate columns. Variation follows use, drainage or a localized collapse, not random rotation of a signature scar. For grounding and assembly gaps, read `references/support-contact.md`. It provides Blender and Three.js contact probes and settling helpers. Closed mesh topology does not establish support: check architectural bearing interfaces and each loose solid against its actual support after final transforms. For browser-generated masonry, read `references/three-assembly.md` and copy `assets/three-assembly/` into the consuming project. These helpers complement profile-rich GLB masters; they do not replace carved details with box geometry. ## Acceptance in the consuming renderer Inspect overview, close-ups and side/rear orbits in clay and textured modes. Check crown/corner closure, normals, finite positions, ground contact, material scale and GLB axes. Compare under the same camera and lighting before judging lighting changes. Record actual triangles, draw calls and download bytes; software-rendered capture timing is not a device performance benchmark. Ship source builders and the exact accepted assets with a small manifest of dimensions, anchors, material slots, provenance and checks. Only promote a candidate after inspection in the real viewer. A Blender render alone does not certify the exported runtime result. ## Tested implementation Read `references/implementation.md` when authoring procedural assets. Start from `scripts/construction.py` for generic solids, profiles, damage and UVs; `scripts/build_kit.py` is an example family catalog, not a mandatory scene. Run `scripts/primitive-check.py` in Blender before promoting library changes. Use `scripts/parameter-check.py` to test changed dimensions across families. Keep any project-specific output outside this skill directory. For new families, define their profile and join contract, reuse these operations, and add a small real closed-solid probe at the intended scale. Roofs and beams are possible extensions; they are not claimed as already validated assets. --- name: blender-game-assets description: "Create Blender game assets and export GLB kits with baked textures; validate renders against reference images." metadata: provenance: adapted --- # Blender game assets, headless Distilled from TheLongSilence's Blender pipeline (162 m ship, carved rocks, a cabin interior kit, 13 ground materials) into a headless-first recipe for Forge. **No GUI, no BlenderMCP socket** — Forge's Blender lives on gex44 with no display, and `blender -b` is the one thing BlenderMCP's addon refuses to run under. Everything below is a plain `blender -b --python` call or the gex44 exec service. For architectural construction kits, read `construction-kit` and its tested source builders. It supplies cross-family profile/damage/UV contracts and consumer-side checks; use only the relevant elements. For a connected playable scene, also read `visual-game-loop` and its `references/whole-scene-blender.md`: the user-approved harbour recipe combines scene/object references, photographic materials and coherent Blender construction with gameplay verification. Reuse good hero assets; author the surrounding place as a whole rather than assuming a larger modular catalog will fix assembly. ## Read only what the task needs | When | Read | | --- | --- | | A dense model must become a light one that keeps its look (normal + AO transfer) | [high-to-low baking](reference/high-to-low-baking.md) | | Preparing UVs or a cage, or a bake shows seams, black faces, wrong highlights | [baking and diagnostics](reference/baking-and-diagnostics.md) | | Choosing texture or mesh formats, or the asset is slow to load or heavy in GPU memory (KTX2, WebP, meshopt, Draco) | [asset delivery](reference/asset-delivery.md) | | Before any long bake or scripted export pipeline | [preflight and recovery](reference/preflight-and-recovery.md) | | The asset looks right in Blender and wrong in the game, or the cause could be either | [runtime parity and diagnostics](reference/runtime-parity-and-diagnostics.md) | | The asset will be judged by eye (hero prop, character, building, environment) | [author and critic loop](reference/critic-loop.md) | | Terrain, cliffs or rocks should look weathered (branching gullies and ridges, no simulation) | [terrain erosion](reference/terrain-erosion.md) | These seven are loaded on demand, not by default. Five are ported from vercel-labs/vgpu (see Attribution); terrain erosion uses Rune Skovbo Johansen's filter (MPL 2.0, `scripts/erosion/`). ### Choose how to carry each detail before any bake | Detail | Carry it as | | --- | --- | | Silhouette, openings, broad edges, tuft dimples, piping, moving parts | Real low-poly geometry | | Fine bevel curvature and shallow relief the triangle budget cannot afford | Tangent-space normals baked from the dense source | | Permanent cavities and contacts inside a rigid assembly | Baked AO | | Fabric weave, grain, micro-texture | The existing tiled map at its own scale, never re-baked into a unique atlas | | Contacts that change, directional shadows | Runtime lighting | **Pick the cheapest carrier that passes the look check. Being under a texture budget is not a reason to spend it.** A unique normal atlas is the last resort, for detail the triangle budget cannot hold: a 1024 px RGBA8 map with mips is 5.6 MB of GPU memory per asset, and it replaces a tiled map that every copy of the material could have shared. If you try a bake and geometry plus the source's tiled maps looks as good, ship the geometry and say so in the report. Measured (2 Oct 2026, STRANDMON armchair, 233k to 12k triangles, two Astra runs, same brief): dimples kept as geometry with the two original 256 px tiled maps = 0.46 MB download, 0.7 MB GPU textures. Same detail baked into a unique 1152 px normal map = 1.19 MB download, 7.4 MB GPU textures, slightly closer from across the room, slightly weaker up close, and a blind judge preferred the geometry version. ## Which representation: decide before modelling For furniture reconstructed from photographs, datasheets or assembly instructions, read [Furniture reconstruction checks](reference/furniture-reconstruction.md) before generating geometry. It covers panel-relative coat-hook placement, interior compartment counts and optional door/drawer articulation. | Need | Representation | Why | | --- | --- | --- | | Hero or enemy character with a walk and attacks | imported rigged mesh (this skill, or the CC0 library: Quaternius, KayKit, Mixamo motions) | skinning, retargetable clips; procedural rigs read as mannequins | | Weapon, prop, creature variant where silhouette, sockets, collision or code-driven variants matter | procedural three.js geometry or a small GLB kit part | controllable, cheap to vary per instance | | Concept, icon, backdrop, card art | a generated 2D image used directly | never rebuilt as geometry | | A reference image whose visible FORM must become a code model | `img2threejs` with its gates; say the result is a reconstruction, not extracted geometry | likeness is judged, not measured | Pick once at the blueprint or stack-selection stage and record it with provenance (source, licence, metres per unit, forward axis). Design after MengTo/Skills build-hybrid-game-assets (MIT). ## 1. The recipe The concept image is the spec, not decoration. For every asset in a kit: 1. **Model every piece in Blender from the concept image** using loft/recess/ greeble (§3). Grey-clay render it before touching a texture (§4, §10) — box-stacking hides under any lighting rig except flat grey + one hard key. 2. **Use a fitting registered photographic texture set or an image model** for photographic surfaces (ground, foliage, cloth). Record origin, license and physical scale; matching normal/roughness maps must remain aligned. Use an existing suitable licensed scan before generating a replacement; use Cycles nodes only for what genuinely varies by geometry (edge wear, per-plate tone), and flatten before export (§6). 3. **Screenshot-vs-concept loop.** Render next to the concept, same angle if possible, compare. Judge by measured numbers where you can (§10: tone percentiles, AO floor, draw calls), by eye where you can't (silhouette, chamfer read, material believability). Iterate until it reads as the concept, not until it "looks 3D". 4. **Export once clay AND texture both hold up.** A model that's flat-correct in clay but goes muddy after baking has a material bug, not a modelling bug — don't re-model to fix a bad bake. ## 2. Headless setup on gex44 Blender 5.2.0 LTS, x64, RTX 4000 Ada, at `/root/blender-spike/blender-5.2.0-linux-x64/blender`. **A. Direct subprocess** (matches the source game's `build_*.py` pattern): ```python BLENDER = "/root/blender-spike/blender-5.2.0-linux-x64/blender" cmd = [BLENDER, "--background", "--factory-startup", "--python-exit-code", "1", "--python", __file__, "--", "BUILD"] + extra_args # script: `if 'BUILD' in sys.argv: blender_main(...)` else `drive(...)` ``` Split into `drive()` (host: subprocess + result check) and `blender_main()` (only imports `bpy`/`bmesh` — importing them outside `-b` crashes with no display). **Without `--python-exit-code 1`, Blender can exit 0 after a Python error.** Set that flag, check the exit code and logs, and verify fresh output files. Mesh/export validation still matters: a successful process is not visual proof. **B. gex44 exec service** (`/opt/astra-blender/blender_exec_server.py`, loopback `:8793`, token-guarded): POST a python script, get back stdout plus render paths, for interactive iteration without a subprocess per call. Same headless constraint — the script is a `blender_main`-shaped body, no GUI code. Outputs land in the app's `public/models/` (or the GameKit pack's asset dir) as `.glb` + `.webp`. Draft render: 64 samples / 1280x720 ≈ 2 s on an M-series GPU (source game, Apple Silicon) — **gex44/RTX 4000 Ada timing is unmeasured; get one real number before quoting a render budget.** ## 3. Modelling: loft, recess, greeble Three techniques, in order of impact. **Loft cross-sections, never stack primitives.** ```python def oct_ring(w, h, cx, cz): a, b = w * 0.5, h * 0.5 return [( a, b-cz), ( a-cx, b), (-(a-cx), b), (-a, b-cz), (-a, -(b-cz)), (-(a-cx), -b), ( a-cx, -b), ( a, -(b-cz))] def loft(name, sections, mat): # sections: (y, w, h, cx, cz, dz) bm = bmesh.new() rings = [[bm.verts.new((x, y, z+dz)) for (x, z) in oct_ring(w, h, cx, cz)] for (y, w, h, cx, cz, dz) in sections] for A, B in zip(rings, rings[1:]): for i in range(8): j = (i+1) % 8 bm.faces.new((A[i], A[j], B[j], B[i])) bm.faces.new(list(reversed(rings[0]))); bm.faces.new(rings[-1]) ``` Keep the profile **stepped, not tapered** — a parallel midbody, a shoulder, a blunt end. Steps are what the eye measures scale against. **Cut detail into the skin**, not glued on top: ```python sel = [f for f in bm.faces if pick(f)] bmesh.ops.inset_region(bm, faces=sel, thickness=1.2, depth=0.0, use_even_offset=True, use_boundary=True) for f in sel: bmesh.ops.translate(bm, verts=list(f.verts), vec=f.normal.normalized()*-0.7) f.material_index = i_recess ``` **Detail hierarchy, including restraint.** Primary masses, panel bays, fine greebles at roughly **1/60 of the asset's longest dimension**. Zone them and **leave clean plate** — greebling every face reads as noise; detail only registers against something undetailed. Flat-shade hard surfaces. **A Bevel modifier does nothing on face-soup geometry** — bmesh ops emit every face with fresh vertices, no shared edges to bevel. Weld first, then chamfer: ```python def weld_bevel(ob, width=0.0025, segments=2, angle=math.radians(31), dist=2e-5): me = ob.data bm = bmesh.new(); bm.from_mesh(me) bmesh.ops.remove_doubles(bm, verts=bm.verts, dist=dist) # joins coincident boxes bm.to_mesh(me); bm.free(); me.update() apply_bevel(ob, width=width, segments=segments, angle=angle) ``` A 90-degree edge returns no highlight from any light — the single largest thing separating "modelled" from "a pile of boxes". `o.scale = size` then Bevel makes pillows (Bevel is local-space) — `transform_apply(scale=True)` before bevelling. ## 4. Kit-bake pipeline (interior_bake/ distilled) For a repeated kit (a corridor, a room set, a prop family), stage the build so nothing bakes twice and occlusion bakes into the placement it ships in: 1. **Tile geo** — hi-poly tile (plates, rivets, hatches) as a **3x3 array** so only the centre tile bakes and its edges see real neighbours (no cross-fade). Panel tile 2.0 m, deck tile 1.5 m in the source kit. 2. **Tile bake** — bake **height by ray-tracing an Emission shader whose colour is world-Z**, not a tangent-space NORMAL bake off a flat cage: a vertical panel-gap wall has no cross-section for a downward ray, so a NORMAL bake off a plane records nothing for it. Height + a prefilter gives both the seams and a slope a texel wide. ```python sc.render.bake.use_selected_to_active = True # hi -> flat lo plane sc.render.bake.cage_extrusion = 0.05 ``` 3. **Compose** (numpy) — prefiltered normal from height (clamp depth *before* differentiating: an undamped 26 mm slot over two texels is a normal lying flat, rendering as a crawling black slit); crown/cavity masks drive wear and grime; procedural stencils (part numbers, hazard stripes) into albedo. 4. **Kit** — parametric part builders on a shared profile/loft/box library (`Part`-style primitives, per-edge bevel, a material "slot" tag). 5. **Props / assemble** — instantiate every master once, `weld_bevel` each with a **hand-tuned width per part class** (finer on small props — a 2.5 mm round-over eats a 6 mm book board), lay the kit out at its in-game transforms *before* baking so occlusion matches what ships. 6. **UV + AO bake**: ```python def unwrap_and_pack(masters, res=2048): for ob in masters.values(): # per-object smart UV project, then: ... bpy.ops.uv.average_islands_scale() bpy.ops.uv.pack_islands(margin=0.006, rotate=True) def bake_kit_ao(masters, occ, res=2048, dist=1.5, samples=128): sc.cycles.samples = samples # AO node -> Emission -> Material Output, per material, bake EMIT ``` **AO bakes along the surface normal — wind kit-hull skin facing INTO the room**, or it bakes unoccluded everywhere (open space). **Floor-lift the result** — occlusion is a modulation, not a shadow; anything reaching pure 0 paints a black line lighting can never recover (`a2 = 0.34 + 0.66*a**0.85`). 7. **Clay check** before any texture or bake is trusted (§10). **Texel density**: panel shipped 2048 px / 2.0 m = **1024 px/m**; deck 1024 px / 1.5 m = **683 px/m**; the interior kit's UV/AO atlas ran at **4096 px** (the bake function's own default is 2048 — override per project, don't trust a library default). Pick texel density from viewing distance: a corridor the player's shoulder passes within 40 cm of needs more than a ceiling never seen close. ## 5. Rocks and foliage **Rocks** (`build_rocks.py`): carve, don't deform a sphere — a deformed icosphere is convex-ish every time (the "potatoes" problem). Instead: dense icosphere → `bmesh.ops.bisect_plane(..., clear_outer=True)` several times for fracture faces (family-dependent: slab/block/boulder/column/shard) → smaller bisects near corners for chips → two octaves of `mathutils.noise.noise` displacement along the normal → `REMESH` (voxel) to heal cuts into one manifold → `DECIMATE` to a triangle budget → `shade_smooth_by_angle` so fracture edges stay sharp → bake AO to a `BYTE_COLOR` vertex attribute (spread instances apart *before* baking — stacked at the origin they occlude each other into a mean of 0.2) → normalise so the longest axis is 1 and the low point sits at 0. Ship **8-11 variants across 3 LODs** (full, ~500 tri, ~160 tri) in one GLB, `export_vertex_color='ACTIVE'`, no materials — AO rides in `COLOR_0`, the shader supplies the surface. **Foliage** (`pack_leaf.py`): pack an image-model leaf-cluster cutout (RGBA, transparent bg) into a 512x512 lossless atlas. Normalise each RGB channel's mean over opaque pixels to 0.5, so the image contributes *variation about the palette* rather than its own green. Dilate outward into the transparent margin — bilinear alpha filtering averages the last opaque texel with its transparent neighbour, and a black neighbour puts a dark fringe on every edge. Ten dilation passes covers a 512-texel margin at any mip seen. ## 6. Materials **Procedural (Cycles-only, geometry-driven):** per-plate tonal variation + pointiness edge wear, the two nodes that make paint look built: ```python vor = nt.nodes.new("ShaderNodeTexVoronoi"); vor.inputs["Scale"].default_value = 0.16 # RGBToBW -> MapRange 0.9-1.1 -> Multiply into base colour: plate batches # never quite match, and that mismatch is most of what reads as "welded". geo = nt.nodes.new("ShaderNodeNewGeometry") pr = nt.nodes.new("ShaderNodeMapRange") # From 0.49-0.56, clamp, -> wear factor nt.links.new(geo.outputs["Pointiness"], pr.inputs["Value"]) # mix toward bare metal + drive Metallic up: free on every convex corner, # exactly where paint goes in life. ``` Also: bleach on sun-facing normals (`dot(Normal, sun_dir)`), soot along an object-space axis. **These do NOT survive glTF export** — three.js never sees the node graph. Bake to a texture before export, or export flat base colours per material bucket and let the app's own shader apply bleach/soot from world position (what the source game does). **Image-model derived** (ground, cloth, rock faces): one generated albedo is the only photographic input, everything else *derived* in numpy so it can't disagree with it: - `height_from_albedo` — 3 band-passed luminance scales (fine/mid/coarse), weighted toward the middle — "dark is deep" is the prior every albedo-to-normal tool uses and it holds for ground. - `normal_from_height` — central difference of the height field. - `ao_from_height` — horizon-based, 16 directions, cone-stepped march. - `roughness_heuristic` — dust in cavities (rough), exposed faces polish (less rough), clamped to an art-direction matte floor. - **Seam fix in the gradient domain**, not by blending pixel values: take the gradient, force it periodic across the wrap by killing the seam's jump over a margin of a few px (weight ramps 0→1 away from the seam), then FFT-Poisson-integrate back. Mismatch lands in the lowest-frequency mode (an invisible ramp) instead of a visible strip at the border — a wide margin instead draws bright bars through the derived occlusion. An image model asked to paint colour onto a rendered height map **redraws the geometry** (measured: same style, every stone somewhere else). Asked to *colourise* a flat, shading-free render of the SAME image, it keeps every stone in place — colourise, don't paint-over, when height must register to albedo. ## 7. Lighting and camera **Void/hero lighting**: one hard key (`SUN`, angle ≈ 0.9°), a large weak fill tinted toward the key's complement, a cold rim so nothing dissolves into the background. Shadows never fully black. **Camera on the key side** — a hero angle from the shadow side is carried by fill and reads washed out. **Clay/QA lighting** (three `SUN`s: key, rim, bounce from below) — the bounce matters because half of any interior's surfaces face down (an overhead console, a coaming's underside) and key+rim alone renders them as unreadable black. **Camera from the bounding box, never by hand** — hand-placed cameras end up inside geometry, costing **80x render time** (near-field bounces: 166 s vs 2 s measured): ```python pts = [o.matrix_world @ Vector(c) for o in meshes for c in o.bound_box] lo = Vector((min(p[i] for p in pts) for i in range(3))) hi = Vector((max(p[i] for p in pts) for i in range(3))) ctr = (lo + hi) / 2; rad = max((p - ctr).length for p in pts) cam.location = ctr + direction * (rad / math.tan(cam.data.angle / 2) * 1.05) cam.rotation_euler = (ctr - cam.location).to_track_quat("-Z", "Y").to_euler() ``` `to_track_quat` assumes Z-up world; if the asset is authored Y-up inside Blender's Z-up slots, build the look-at basis by hand (cross products off the target vector and the game's own up axis) or every render is on its side. **Voronoi stars, never thresholded noise** — noise can't separate density from size (raise frequency to shrink points → thousands; widen the band to brighten → falling snow). Voronoi: cell scale = how many, distance threshold = how big. Cells over a sphere ≈ `4π·scale²`, a frame sees under 1% of it, so `scale=30` puts ~15 cells in shot — use `scale ≈ 110`. Angular radius = `threshold / scale`; move both together. **Backdrop geometry must be camera-visible only.** A large emissive shell (planet, skybox) hit by diffuse/glossy rays becomes an area light every shading point importance-samples — measured **145 s → 4.3 s**: ```python for o in (planet, atmo): o.visible_diffuse = o.visible_glossy = o.visible_transmission = False o.visible_volume_scatter = o.visible_shadow = False ``` ## 8. Export contract for three.js - **Join per material within each rigid assembly before export.** Keep moving doors/drawers, their attachment groups and required named parts separate; never merge them into the static carcass just because they share paint. One Blender object = one glTF node = one draw call. A loose 11-material ship export was 78 draws; `bpy.ops.object.join()` per material group brought it to ~11. - **Metres, Y-up**: `bpy.ops.export_scene.gltf(export_format='GLB', use_selection=True, export_apply=True, export_yup=True)`. (The source game exports `export_yup=False` because its own runtime is Y-up-in-Blender's- Z-up-slots by convention — a plain three.js consumer wants `export_yup=True`.) - **Flat base colours or baked textures only** — procedural nodes don't survive the round trip (§6). `KHR_materials_emissive_strength` DOES survive — nav lights, emissive panels keep authored intensity. - **Draco for real triangle counts**: position 14-bit quantization is ~1 mm over a 16 m interior (a tenth of the smallest chamfer), normal 10-bit, texcoord 12-bit, compression level 6. - **WebP out of Blender directly is lossless regardless of the quality argument** — its own quality slider is silently ignored. PNG-dump from Blender, encode to WebP with PIL on the host if you need real lossy quality. - **Check draw calls after adding anything** — a duplicated kit piece is one draw call against a shared mesh no matter how many times placed; a fresh join is not. ## 9. Traps - Bevel on bmesh-authored geometry does nothing (no shared edges) — weld first (§3). `o.scale` then Bevel makes pillows — apply scale first. - `matrix_parent_inverse = parent.matrix_world.inverted()` cancels the parent transform (the "keep transform" idiom). Leave it at identity for the child to inherit the parent's rotation. - A rotation about the wrong axis silently does nothing visible — a panel whose normal is +X doesn't change facing when rotated about X. Measure the world normal against the view vector rather than reasoning about it. - Map Range with `To Min > To Max` and clamp on collapses to zero (clamps to an inverted interval) — invert with a `SUBTRACT` node instead. - A Mix node in RGBA mode can silently drop a branch — several sockets share the name "Factor". Combine world contributions with two `Background` nodes into an `Add Shader` instead. - The image preview downsamples — 4-px stars average away in a 1080p preview. Crop 1:1 and count bright pixels before concluding nothing rendered. - A tangent-space NORMAL bake off a flat plane records nothing for vertical geometry — bake height by ray-traced Emission instead (§4). - AO bakes along the surface normal — a kit skin wound facing away from the room bakes unoccluded everywhere. - An AO map reaching pure black paints an unrecoverable dark line — floor-lift it (§4). - Blender's WebP writer ignores its own quality setting, always lossless — PNG-dump and re-encode on the host (§8). - Blender exits 0 even when the driven script raised — check stderr and the output file, not the return code (§2). - A socket/exec service keeps Blender's *process* environment between calls — a default from a stale env var silently sends output into the wrong checkout. Assign output paths explicitly every call, never `setdefault`. **Blender 5.x API changes** (4.x code fails on all of these): - `Scene.node_tree` gone → `Scene.compositing_node_group`; `CompositorNodeComposite` no longer exists — the group's output socket IS the result. - **The compositing group must contain a `CompositorNodeRLayers`.** Feeding it only from a Group Input means nothing depends on the render, so Blender skips rendering and writes a transparent black frame in 0.1 s. A suspiciously fast render is this bug. - `Action.fcurves` is gone (slotted actions). Set `context.preferences.edit.keyframe_new_interpolation_type` *before* inserting keys. - Glare/Lensdist settings moved from properties onto **sockets**; enums take display names (`"Fog Glow"`, `"Streaks"`, `"High"`), not old identifiers. - Legacy addons still install to `~/Library/.../Blender//scripts/addons/` on macOS — irrelevant on gex44, relevant for local proving. ## 10. Gates (measurable, not "looks right") - **Independent export audit**: run `python3 scripts/audit_glb.py /absolute/path/asset.glb --strict` from this skill directory (requires numpy). It reports mesh-local triangles, nonfinite values, degenerate triangles, material groups and texture portability. Exit 1 means findings; exit 2 means invalid/unsupported input, never a clean bill of health. Audit uncompressed output before Draco/meshopt and inspect the compressed consumer separately. It does not validate winding, source solids, intersections, node-transformed placement, runtime draw calls or gameplay. Keep source meshes for topology/volume inspection; check transformed instance bounds in-game. The harbour correction's own empty issues list missed 16 zero-area triangles. - **Rigged-asset rejection gates** (block the asset before it reaches a build; each one is a known failure class): - a character MAIN model still contains swappable gear (gear is separate parts on sockets); - action/animation files carry duplicate render meshes; - skeletons or bone names differ across actions of the same character; - a required role, socket (`target`, `ground`, `vfx-hit`, `vfx-death`, `attack-*`), collider, equipment-slot declaration or provenance field is absent; - toggling gear leaves visible fragments or holes without a declared underlayer boundary; - an attack animation has no authoritative timing and collision contract (see `_game-kit/core/ENEMY-CONTRACT.md`); - status language is truthful: `catalog-only` (recorded), `review-only` (inspector exists), `runtime` (gameplay loads it). Only `runtime` counts as shipped. Mechanical half: `audit_glb.py --rig --require-sockets target,ground,vfx-hit,vfx-death` reports skins, joint names, duplicate primitives (identical geometry buffers) and missing named nodes. Design after MengTo/Skills build-rigged-game-assets requirements (MIT); the human half stays a checklist. - **Tone stats**: percentile clipping, e.g. "0.00% of pixels clip and the 99th percentile is 165" — actionable; "looks flat" is not. - **Contact sheets**: render every set-piece/angle into one grid image, judge the set at once rather than one screenshot at a time. - **Clay check before any bake is trusted**: flat grey, hard key + rim + bounce, no textures, no emissives. A silhouette reading as a rectangle or an edge reading as infinitely sharp means the model isn't finished — textures and lighting hide box-stacking completely, flat clay does not. - **Re-verify the capture isn't stale**: if the render/dev surface can hot-reload mid-capture, re-check the expected state is actually showing before saving, restart if not — a loading-state screenshot with a plausible number next to it is a silent false pass. - **Draw-call and fps survey** after adding any asset: report draw count against the pre-change baseline (join-per-material should hold it flat) and frame time on the heaviest scene the asset appears in. - **AO sanity**: print the raw bake's percentile spread (1st/10th/50th/90th) before floor-lifting — `min == 0` over a large area means winding or distance is wrong, not that floor-lift will fix it. - Numbers not yet measured on gex44/RTX 4000 Ada (draft/final render time, bake time for a 4096 atlas): **unmeasured** — get one real run's numbers before writing them into a plan or a budget. ## Attribution Distilled from TheLongSilence (MIT License, Copyright (c) 2026 Anshu Chimala). Runnable reference code copied under the same license into `reference/` — see `reference/INDEX.md`. `reference/high-to-low-baking.md`, `baking-and-diagnostics.md`, `asset-delivery.md`, `preflight-and-recovery.md` and `runtime-parity-and-diagnostics.md` are ported from vercel-labs/vgpu `skills/vgpu/blender/references/` at commit 68cb1d8d198c (MIT License, Copyright (c) 2025 Vercel, Inc.), adapted from vgpu/WebGPU to the three.js runtime. `reference/critic-loop.md` is distilled from the same repository's asset agent flow. hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'cat /home/claude-agent/.codex/skills/construction-kit/SKILL.md' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: --- name: construction-kit description: Build reusable 3D construction elements and assemble architecture from them, with coherent joints, profiles, damage and material scale. Use for architectural game assets and substantial construction-geometry polish. --- # Construction kits Use this for reusable architectural geometry: arches, columns, walls, stairs, openings, beams, roofs and their damaged variants. Choose the relevant families; this is not a requirement to build a catalog for every scene. ## Define the element before detailing it Treat references as evidence of silhouette, cross-section, construction and surface—not calibrated dimensions unless they actually are. Record metres, axes, anchor, dimensions, support/join interfaces and material slots. Prefer existing appropriate assets. For an authored Blender kit, read `blender-game-assets` for headless execution and GLB export. Build primary mass and a coherent profile first. Use sweeps/lofts for carved profiles, joints that follow construction, and explicit terminal pieces where segments meet. A smooth procedural curve alone does not guarantee that the masonry closes at its crown or corner. Inspect those transitions in clay. Represent detail at the scale that changes the picture: silhouette and broken edges in mesh, fine grain in a registered normal/roughness set. Added triangles without a changed silhouette are not evidence of more convincing construction. ## Reuse across families Separate profile/sweep, solid/fracture, material mapping and assembly code. Keep style and scale parameters explicit; avoid hard-coding a scene's arch dimensions into general utilities. Supply deterministic seeds and intact/damaged variants. Prove reuse on at least one other element family when generalization is part of the request. Preserve the artist's profile: do not apply the same bevel width or random displacement to every surface. Damage follows a cause and location. Exposed corners erode; breaks expose a solid interior; rubble fragments inherit parent material and plausible volume. Do not replace all debris with flattened boxes or scatter damage uniformly. Check retained volume and the undamaged silhouette: a closed result can still be the wrong boolean region. Temporary cutter objects must not reach export. ## Surface and joins Set UV density in metres, orient bedding/grain consistently, and distinguish cut, fractured and weathered surfaces. Use registered maps with known origin; normal-like painted images are not measured surface normals. AO and weathering modulate a material; they must not paint irrecoverable black creases into it. Stone/backing/trim must not share visible coplanar faces. Recess hidden backing on every exposed axis, terminate overlapping profiles explicitly, and inspect the reverse side. Polygon offset and shadow bias are not geometry repairs. ## Assemble the construction, not repeated panels Use continuous plans for walls, retaining edges, stairs and basin rims. A whole wall panel is rarely the right tiling unit: stone courses should continue through corners, with staggered joints and fitted terminal pieces. Share one outline between basin lining, coping and water. Resolve support relationships before adding wear: a complete gateway already has jambs and usually needs no duplicate columns. Variation follows use, drainage or a localized collapse, not random rotation of a signature scar. For grounding and assembly gaps, read `references/support-contact.md`. It provides Blender and Three.js contact probes and settling helpers. Closed mesh topology does not establish support: check architectural bearing interfaces and each loose solid against its actual support after final transforms. For browser-generated masonry, read `references/three-assembly.md` and copy `assets/three-assembly/` into the consuming project. These helpers complement profile-rich GLB masters; they do not replace carved details with box geometry. ## Acceptance in the consuming renderer Inspect overview, close-ups and side/rear orbits in clay and textured modes. Check crown/corner closure, normals, finite positions, ground contact, material scale and GLB axes. Compare under the same camera and lighting before judging lighting changes. Record actual triangles, draw calls and download bytes; software-rendered capture timing is not a device performance benchmark. Ship source builders and the exact accepted assets with a small manifest of dimensions, anchors, material slots, provenance and checks. Only promote a candidate after inspection in the real viewer. A Blender render alone does not certify the exported runtime result. ## Tested implementation Read `references/implementation.md` when authoring procedural assets. Start from `scripts/construction.py` for generic solids, profiles, damage and UVs; `scripts/build_kit.py` is an example family catalog, not a mandatory scene. Run `scripts/primitive-check.py` in Blender before promoting library changes. Use `scripts/parameter-check.py` to test changed dimensions across families. Keep any project-specific output outside this skill directory. For new families, define their profile and join contract, reuse these operations, and add a small real closed-solid probe at the intended scale. Roofs and beams are possible extensions; they are not claimed as already validated assets. hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'cat /home/claude-agent/.agents/skills/blender-game-assets/SKILL.md' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: --- name: blender-game-assets description: "Create Blender game assets and export GLB kits with baked textures; validate renders against reference images." metadata: provenance: adapted --- # Blender game assets, headless Distilled from TheLongSilence's Blender pipeline (162 m ship, carved rocks, a cabin interior kit, 13 ground materials) into a headless-first recipe for Forge. **No GUI, no BlenderMCP socket** — Forge's Blender lives on gex44 with no display, and `blender -b` is the one thing BlenderMCP's addon refuses to run under. Everything below is a plain `blender -b --python` call or the gex44 exec service. For architectural construction kits, read `construction-kit` and its tested source builders. It supplies cross-family profile/damage/UV contracts and consumer-side checks; use only the relevant elements. For a connected playable scene, also read `visual-game-loop` and its `references/whole-scene-blender.md`: the user-approved harbour recipe combines scene/object references, photographic materials and coherent Blender construction with gameplay verification. Reuse good hero assets; author the surrounding place as a whole rather than assuming a larger modular catalog will fix assembly. ## Read only what the task needs | When | Read | | --- | --- | | A dense model must become a light one that keeps its look (normal + AO transfer) | [high-to-low baking](reference/high-to-low-baking.md) | | Preparing UVs or a cage, or a bake shows seams, black faces, wrong highlights | [baking and diagnostics](reference/baking-and-diagnostics.md) | | Choosing texture or mesh formats, or the asset is slow to load or heavy in GPU memory (KTX2, WebP, meshopt, Draco) | [asset delivery](reference/asset-delivery.md) | | Before any long bake or scripted export pipeline | [preflight and recovery](reference/preflight-and-recovery.md) | | The asset looks right in Blender and wrong in the game, or the cause could be either | [runtime parity and diagnostics](reference/runtime-parity-and-diagnostics.md) | | The asset will be judged by eye (hero prop, character, building, environment) | [author and critic loop](reference/critic-loop.md) | | Terrain, cliffs or rocks should look weathered (branching gullies and ridges, no simulation) | [terrain erosion](reference/terrain-erosion.md) | These seven are loaded on demand, not by default. Five are ported from vercel-labs/vgpu (see Attribution); terrain erosion uses Rune Skovbo Johansen's filter (MPL 2.0, `scripts/erosion/`). ### Choose how to carry each detail before any bake | Detail | Carry it as | | --- | --- | | Silhouette, openings, broad edges, tuft dimples, piping, moving parts | Real low-poly geometry | | Fine bevel curvature and shallow relief the triangle budget cannot afford | Tangent-space normals baked from the dense source | | Permanent cavities and contacts inside a rigid assembly | Baked AO | | Fabric weave, grain, micro-texture | The existing tiled map at its own scale, never re-baked into a unique atlas | | Contacts that change, directional shadows | Runtime lighting | **Pick the cheapest carrier that passes the look check. Being under a texture budget is not a reason to spend it.** A unique normal atlas is the last resort, for detail the triangle budget cannot hold: a 1024 px RGBA8 map with mips is 5.6 MB of GPU memory per asset, and it replaces a tiled map that every copy of the material could have shared. If you try a bake and geometry plus the source's tiled maps looks as good, ship the geometry and say so in the report. Measured (2 Oct 2026, STRANDMON armchair, 233k to 12k triangles, two Astra runs, same brief): dimples kept as geometry with the two original 256 px tiled maps = 0.46 MB download, 0.7 MB GPU textures. Same detail baked into a unique 1152 px normal map = 1.19 MB download, 7.4 MB GPU textures, slightly closer from across the room, slightly weaker up close, and a blind judge preferred the geometry version. ## Which representation: decide before modelling For furniture reconstructed from photographs, datasheets or assembly instructions, read [Furniture reconstruction checks](reference/furniture-reconstruction.md) before generating geometry. It covers panel-relative coat-hook placement, interior compartment counts and optional door/drawer articulation. | Need | Representation | Why | | --- | --- | --- | | Hero or enemy character with a walk and attacks | imported rigged mesh (this skill, or the CC0 library: Quaternius, KayKit, Mixamo motions) | skinning, retargetable clips; procedural rigs read as mannequins | | Weapon, prop, creature variant where silhouette, sockets, collision or code-driven variants matter | procedural three.js geometry or a small GLB kit part | controllable, cheap to vary per instance | | Concept, icon, backdrop, card art | a generated 2D image used directly | never rebuilt as geometry | | A reference image whose visible FORM must become a code model | `img2threejs` with its gates; say the result is a reconstruction, not extracted geometry | likeness is judged, not measured | Pick once at the blueprint or stack-selection stage and record it with provenance (source, licence, metres per unit, forward axis). Design after MengTo/Skills build-hybrid-game-assets (MIT). ## 1. The recipe The concept image is the spec, not decoration. For every asset in a kit: 1. **Model every piece in Blender from the concept image** using loft/recess/ greeble (§3). Grey-clay render it before touching a texture (§4, §10) — box-stacking hides under any lighting rig except flat grey + one hard key. 2. **Use a fitting registered photographic texture set or an image model** for photographic surfaces (ground, foliage, cloth). Record origin, license and physical scale; matching normal/roughness maps must remain aligned. Use an existing suitable licensed scan before generating a replacement; use Cycles nodes only for what genuinely varies by geometry (edge wear, per-plate tone), and flatten before export (§6). 3. **Screenshot-vs-concept loop.** Render next to the concept, same angle if possible, compare. Judge by measured numbers where you can (§10: tone percentiles, AO floor, draw calls), by eye where you can't (silhouette, chamfer read, material believability). Iterate until it reads as the concept, not until it "looks 3D". 4. **Export once clay AND texture both hold up.** A model that's flat-correct in clay but goes muddy after baking has a material bug, not a modelling bug — don't re-model to fix a bad bake. ## 2. Headless setup on gex44 Blender 5.2.0 LTS, x64, RTX 4000 Ada, at `/root/blender-spike/blender-5.2.0-linux-x64/blender`. **A. Direct subprocess** (matches the source game's `build_*.py` pattern): ```python BLENDER = "/root/blender-spike/blender-5.2.0-linux-x64/blender" cmd = [BLENDER, "--background", "--factory-startup", "--python-exit-code", "1", "--python", __file__, "--", "BUILD"] + extra_args # script: `if 'BUILD' in sys.argv: blender_main(...)` else `drive(...)` ``` Split into `drive()` (host: subprocess + result check) and `blender_main()` (only imports `bpy`/`bmesh` — importing them outside `-b` crashes with no display). **Without `--python-exit-code 1`, Blender can exit 0 after a Python error.** Set that flag, check the exit code and logs, and verify fresh output files. Mesh/export validation still matters: a successful process is not visual proof. **B. gex44 exec service** (`/opt/astra-blender/blender_exec_server.py`, loopback `:8793`, token-guarded): POST a python script, get back stdout plus render paths, for interactive iteration without a subprocess per call. Same headless constraint — the script is a `blender_main`-shaped body, no GUI code. Outputs land in the app's `public/models/` (or the GameKit pack's asset dir) as `.glb` + `.webp`. Draft render: 64 samples / 1280x720 ≈ 2 s on an M-series GPU (source game, Apple Silicon) — **gex44/RTX 4000 Ada timing is unmeasured; get one real number before quoting a render budget.** ## 3. Modelling: loft, recess, greeble Three techniques, in order of impact. **Loft cross-sections, never stack primitives.** ```python def oct_ring(w, h, cx, cz): a, b = w * 0.5, h * 0.5 return [( a, b-cz), ( a-cx, b), (-(a-cx), b), (-a, b-cz), (-a, -(b-cz)), (-(a-cx), -b), ( a-cx, -b), ( a, -(b-cz))] def loft(name, sections, mat): # sections: (y, w, h, cx, cz, dz) bm = bmesh.new() rings = [[bm.verts.new((x, y, z+dz)) for (x, z) in oct_ring(w, h, cx, cz)] for (y, w, h, cx, cz, dz) in sections] for A, B in zip(rings, rings[1:]): for i in range(8): j = (i+1) % 8 bm.faces.new((A[i], A[j], B[j], B[i])) bm.faces.new(list(reversed(rings[0]))); bm.faces.new(rings[-1]) ``` Keep the profile **stepped, not tapered** — a parallel midbody, a shoulder, a blunt end. Steps are what the eye measures scale against. **Cut detail into the skin**, not glued on top: ```python sel = [f for f in bm.faces if pick(f)] bmesh.ops.inset_region(bm, faces=sel, thickness=1.2, depth=0.0, use_even_offset=True, use_boundary=True) for f in sel: bmesh.ops.translate(bm, verts=list(f.verts), vec=f.normal.normalized()*-0.7) f.material_index = i_recess ``` **Detail hierarchy, including restraint.** Primary masses, panel bays, fine greebles at roughly **1/60 of the asset's longest dimension**. Zone them and **leave clean plate** — greebling every face reads as noise; detail only registers against something undetailed. Flat-shade hard surfaces. **A Bevel modifier does nothing on face-soup geometry** — bmesh ops emit every face with fresh vertices, no shared edges to bevel. Weld first, then chamfer: ```python def weld_bevel(ob, width=0.0025, segments=2, angle=math.radians(31), dist=2e-5): me = ob.data bm = bmesh.new(); bm.from_mesh(me) bmesh.ops.remove_doubles(bm, verts=bm.verts, dist=dist) # joins coincident boxes bm.to_mesh(me); bm.free(); me.update() apply_bevel(ob, width=width, segments=segments, angle=angle) ``` A 90-degree edge returns no highlight from any light — the single largest thing separating "modelled" from "a pile of boxes". `o.scale = size` then Bevel makes pillows (Bevel is local-space) — `transform_apply(scale=True)` before bevelling. ## 4. Kit-bake pipeline (interior_bake/ distilled) For a repeated kit (a corridor, a room set, a prop family), stage the build so nothing bakes twice and occlusion bakes into the placement it ships in: 1. **Tile geo** — hi-poly tile (plates, rivets, hatches) as a **3x3 array** so only the centre tile bakes and its edges see real neighbours (no cross-fade). Panel tile 2.0 m, deck tile 1.5 m in the source kit. 2. **Tile bake** — bake **height by ray-tracing an Emission shader whose colour is world-Z**, not a tangent-space NORMAL bake off a flat cage: a vertical panel-gap wall has no cross-section for a downward ray, so a NORMAL bake off a plane records nothing for it. Height + a prefilter gives both the seams and a slope a texel wide. ```python sc.render.bake.use_selected_to_active = True # hi -> flat lo plane sc.render.bake.cage_extrusion = 0.05 ``` 3. **Compose** (numpy) — prefiltered normal from height (clamp depth *before* differentiating: an undamped 26 mm slot over two texels is a normal lying flat, rendering as a crawling black slit); crown/cavity masks drive wear and grime; procedural stencils (part numbers, hazard stripes) into albedo. 4. **Kit** — parametric part builders on a shared profile/loft/box library (`Part`-style primitives, per-edge bevel, a material "slot" tag). 5. **Props / assemble** — instantiate every master once, `weld_bevel` each with a **hand-tuned width per part class** (finer on small props — a 2.5 mm round-over eats a 6 mm book board), lay the kit out at its in-game transforms *before* baking so occlusion matches what ships. 6. **UV + AO bake**: ```python def unwrap_and_pack(masters, res=2048): for ob in masters.values(): # per-object smart UV project, then: ... bpy.ops.uv.average_islands_scale() bpy.ops.uv.pack_islands(margin=0.006, rotate=True) def bake_kit_ao(masters, occ, res=2048, dist=1.5, samples=128): sc.cycles.samples = samples # AO node -> Emission -> Material Output, per material, bake EMIT ``` **AO bakes along the surface normal — wind kit-hull skin facing INTO the room**, or it bakes unoccluded everywhere (open space). **Floor-lift the result** — occlusion is a modulation, not a shadow; anything reaching pure 0 paints a black line lighting can never recover (`a2 = 0.34 + 0.66*a**0.85`). 7. **Clay check** before any texture or bake is trusted (§10). **Texel density**: panel shipped 2048 px / 2.0 m = **1024 px/m**; deck 1024 px / 1.5 m = **683 px/m**; the interior kit's UV/AO atlas ran at **4096 px** (the bake function's own default is 2048 — override per project, don't trust a library default). Pick texel density from viewing distance: a corridor the player's shoulder passes within 40 cm of needs more than a ceiling never seen close. ## 5. Rocks and foliage **Rocks** (`build_rocks.py`): carve, don't deform a sphere — a deformed icosphere is convex-ish every time (the "potatoes" problem). Instead: dense icosphere → `bmesh.ops.bisect_plane(..., clear_outer=True)` several times for fracture faces (family-dependent: slab/block/boulder/column/shard) → smaller bisects near corners for chips → two octaves of `mathutils.noise.noise` displacement along the normal → `REMESH` (voxel) to heal cuts into one manifold → `DECIMATE` to a triangle budget → `shade_smooth_by_angle` so fracture edges stay sharp → bake AO to a `BYTE_COLOR` vertex attribute (spread instances apart *before* baking — stacked at the origin they occlude each other into a mean of 0.2) → normalise so the longest axis is 1 and the low point sits at 0. Ship **8-11 variants across 3 LODs** (full, ~500 tri, ~160 tri) in one GLB, `export_vertex_color='ACTIVE'`, no materials — AO rides in `COLOR_0`, the shader supplies the surface. **Foliage** (`pack_leaf.py`): pack an image-model leaf-cluster cutout (RGBA, transparent bg) into a 512x512 lossless atlas. Normalise each RGB channel's mean over opaque pixels to 0.5, so the image contributes *variation about the palette* rather than its own green. Dilate outward into the transparent margin — bilinear alpha filtering averages the last opaque texel with its transparent neighbour, and a black neighbour puts a dark fringe on every edge. Ten dilation passes covers a 512-texel margin at any mip seen. ## 6. Materials **Procedural (Cycles-only, geometry-driven):** per-plate tonal variation + pointiness edge wear, the two nodes that make paint look built: ```python vor = nt.nodes.new("ShaderNodeTexVoronoi"); vor.inputs["Scale"].default_value = 0.16 # RGBToBW -> MapRange 0.9-1.1 -> Multiply into base colour: plate batches # never quite match, and that mismatch is most of what reads as "welded". geo = nt.nodes.new("ShaderNodeNewGeometry") pr = nt.nodes.new("ShaderNodeMapRange") # From 0.49-0.56, clamp, -> wear factor nt.links.new(geo.outputs["Pointiness"], pr.inputs["Value"]) # mix toward bare metal + drive Metallic up: free on every convex corner, # exactly where paint goes in life. ``` Also: bleach on sun-facing normals (`dot(Normal, sun_dir)`), soot along an object-space axis. **These do NOT survive glTF export** — three.js never sees the node graph. Bake to a texture before export, or export flat base colours per material bucket and let the app's own shader apply bleach/soot from world position (what the source game does). **Image-model derived** (ground, cloth, rock faces): one generated albedo is the only photographic input, everything else *derived* in numpy so it can't disagree with it: - `height_from_albedo` — 3 band-passed luminance scales (fine/mid/coarse), weighted toward the middle — "dark is deep" is the prior every albedo-to-normal tool uses and it holds for ground. - `normal_from_height` — central difference of the height field. - `ao_from_height` — horizon-based, 16 directions, cone-stepped march. - `roughness_heuristic` — dust in cavities (rough), exposed faces polish (less rough), clamped to an art-direction matte floor. - **Seam fix in the gradient domain**, not by blending pixel values: take the gradient, force it periodic across the wrap by killing the seam's jump over a margin of a few px (weight ramps 0→1 away from the seam), then FFT-Poisson-integrate back. Mismatch lands in the lowest-frequency mode (an invisible ramp) instead of a visible strip at the border — a wide margin instead draws bright bars through the derived occlusion. An image model asked to paint colour onto a rendered height map **redraws the geometry** (measured: same style, every stone somewhere else). Asked to *colourise* a flat, shading-free render of the SAME image, it keeps every stone in place — colourise, don't paint-over, when height must register to albedo. ## 7. Lighting and camera **Void/hero lighting**: one hard key (`SUN`, angle ≈ 0.9°), a large weak fill tinted toward the key's complement, a cold rim so nothing dissolves into the background. Shadows never fully black. **Camera on the key side** — a hero angle from the shadow side is carried by fill and reads washed out. **Clay/QA lighting** (three `SUN`s: key, rim, bounce from below) — the bounce matters because half of any interior's surfaces face down (an overhead console, a coaming's underside) and key+rim alone renders them as unreadable black. **Camera from the bounding box, never by hand** — hand-placed cameras end up inside geometry, costing **80x render time** (near-field bounces: 166 s vs 2 s measured): ```python pts = [o.matrix_world @ Vector(c) for o in meshes for c in o.bound_box] lo = Vector((min(p[i] for p in pts) for i in range(3))) hi = Vector((max(p[i] for p in pts) for i in range(3))) ctr = (lo + hi) / 2; rad = max((p - ctr).length for p in pts) cam.location = ctr + direction * (rad / math.tan(cam.data.angle / 2) * 1.05) cam.rotation_euler = (ctr - cam.location).to_track_quat("-Z", "Y").to_euler() ``` `to_track_quat` assumes Z-up world; if the asset is authored Y-up inside Blender's Z-up slots, build the look-at basis by hand (cross products off the target vector and the game's own up axis) or every render is on its side. **Voronoi stars, never thresholded noise** — noise can't separate density from size (raise frequency to shrink points → thousands; widen the band to brighten → falling snow). Voronoi: cell scale = how many, distance threshold = how big. Cells over a sphere ≈ `4π·scale²`, a frame sees under 1% of it, so `scale=30` puts ~15 cells in shot — use `scale ≈ 110`. Angular radius = `threshold / scale`; move both together. **Backdrop geometry must be camera-visible only.** A large emissive shell (planet, skybox) hit by diffuse/glossy rays becomes an area light every shading point importance-samples — measured **145 s → 4.3 s**: ```python for o in (planet, atmo): o.visible_diffuse = o.visible_glossy = o.visible_transmission = False o.visible_volume_scatter = o.visible_shadow = False ``` ## 8. Export contract for three.js - **Join per material within each rigid assembly before export.** Keep moving doors/drawers, their attachment groups and required named parts separate; never merge them into the static carcass just because they share paint. One Blender object = one glTF node = one draw call. A loose 11-material ship export was 78 draws; `bpy.ops.object.join()` per material group brought it to ~11. - **Metres, Y-up**: `bpy.ops.export_scene.gltf(export_format='GLB', use_selection=True, export_apply=True, export_yup=True)`. (The source game exports `export_yup=False` because its own runtime is Y-up-in-Blender's- Z-up-slots by convention — a plain three.js consumer wants `export_yup=True`.) - **Flat base colours or baked textures only** — procedural nodes don't survive the round trip (§6). `KHR_materials_emissive_strength` DOES survive — nav lights, emissive panels keep authored intensity. - **Draco for real triangle counts**: position 14-bit quantization is ~1 mm over a 16 m interior (a tenth of the smallest chamfer), normal 10-bit, texcoord 12-bit, compression level 6. - **WebP out of Blender directly is lossless regardless of the quality argument** — its own quality slider is silently ignored. PNG-dump from Blender, encode to WebP with PIL on the host if you need real lossy quality. - **Check draw calls after adding anything** — a duplicated kit piece is one draw call against a shared mesh no matter how many times placed; a fresh join is not. ## 9. Traps - Bevel on bmesh-authored geometry does nothing (no shared edges) — weld first (§3). `o.scale` then Bevel makes pillows — apply scale first. - `matrix_parent_inverse = parent.matrix_world.inverted()` cancels the parent transform (the "keep transform" idiom). Leave it at identity for the child to inherit the parent's rotation. - A rotation about the wrong axis silently does nothing visible — a panel whose normal is +X doesn't change facing when rotated about X. Measure the world normal against the view vector rather than reasoning about it. - Map Range with `To Min > To Max` and clamp on collapses to zero (clamps to an inverted interval) — invert with a `SUBTRACT` node instead. - A Mix node in RGBA mode can silently drop a branch — several sockets share the name "Factor". Combine world contributions with two `Background` nodes into an `Add Shader` instead. - The image preview downsamples — 4-px stars average away in a 1080p preview. Crop 1:1 and count bright pixels before concluding nothing rendered. - A tangent-space NORMAL bake off a flat plane records nothing for vertical geometry — bake height by ray-traced Emission instead (§4). - AO bakes along the surface normal — a kit skin wound facing away from the room bakes unoccluded everywhere. - An AO map reaching pure black paints an unrecoverable dark line — floor-lift it (§4). - Blender's WebP writer ignores its own quality setting, always lossless — PNG-dump and re-encode on the host (§8). - Blender exits 0 even when the driven script raised — check stderr and the output file, not the return code (§2). - A socket/exec service keeps Blender's *process* environment between calls — a default from a stale env var silently sends output into the wrong checkout. Assign output paths explicitly every call, never `setdefault`. **Blender 5.x API changes** (4.x code fails on all of these): - `Scene.node_tree` gone → `Scene.compositing_node_group`; `CompositorNodeComposite` no longer exists — the group's output socket IS the result. - **The compositing group must contain a `CompositorNodeRLayers`.** Feeding it only from a Group Input means nothing depends on the render, so Blender skips rendering and writes a transparent black frame in 0.1 s. A suspiciously fast render is this bug. - `Action.fcurves` is gone (slotted actions). Set `context.preferences.edit.keyframe_new_interpolation_type` *before* inserting keys. - Glare/Lensdist settings moved from properties onto **sockets**; enums take display names (`"Fog Glow"`, `"Streaks"`, `"High"`), not old identifiers. - Legacy addons still install to `~/Library/.../Blender//scripts/addons/` on macOS — irrelevant on gex44, relevant for local proving. ## 10. Gates (measurable, not "looks right") - **Independent export audit**: run `python3 scripts/audit_glb.py /absolute/path/asset.glb --strict` from this skill directory (requires numpy). It reports mesh-local triangles, nonfinite values, degenerate triangles, material groups and texture portability. Exit 1 means findings; exit 2 means invalid/unsupported input, never a clean bill of health. Audit uncompressed output before Draco/meshopt and inspect the compressed consumer separately. It does not validate winding, source solids, intersections, node-transformed placement, runtime draw calls or gameplay. Keep source meshes for topology/volume inspection; check transformed instance bounds in-game. The harbour correction's own empty issues list missed 16 zero-area triangles. - **Rigged-asset rejection gates** (block the asset before it reaches a build; each one is a known failure class): - a character MAIN model still contains swappable gear (gear is separate parts on sockets); - action/animation files carry duplicate render meshes; - skeletons or bone names differ across actions of the same character; - a required role, socket (`target`, `ground`, `vfx-hit`, `vfx-death`, `attack-*`), collider, equipment-slot declaration or provenance field is absent; - toggling gear leaves visible fragments or holes without a declared underlayer boundary; - an attack animation has no authoritative timing and collision contract (see `_game-kit/core/ENEMY-CONTRACT.md`); - status language is truthful: `catalog-only` (recorded), `review-only` (inspector exists), `runtime` (gameplay loads it). Only `runtime` counts as shipped. Mechanical half: `audit_glb.py --rig --require-sockets target,ground,vfx-hit,vfx-death` reports skins, joint names, duplicate primitives (identical geometry buffers) and missing named nodes. Design after MengTo/Skills build-rigged-game-assets requirements (MIT); the human half stays a checklist. - **Tone stats**: percentile clipping, e.g. "0.00% of pixels clip and the 99th percentile is 165" — actionable; "looks flat" is not. - **Contact sheets**: render every set-piece/angle into one grid image, judge the set at once rather than one screenshot at a time. - **Clay check before any bake is trusted**: flat grey, hard key + rim + bounce, no textures, no emissives. A silhouette reading as a rectangle or an edge reading as infinitely sharp means the model isn't finished — textures and lighting hide box-stacking completely, flat clay does not. - **Re-verify the capture isn't stale**: if the render/dev surface can hot-reload mid-capture, re-check the expected state is actually showing before saving, restart if not — a loading-state screenshot with a plausible number next to it is a silent false pass. - **Draw-call and fps survey** after adding any asset: report draw count against the pre-change baseline (join-per-material should hold it flat) and frame time on the heaviest scene the asset appears in. - **AO sanity**: print the raw bake's percentile spread (1st/10th/50th/90th) before floor-lifting — `min == 0` over a large area means winding or distance is wrong, not that floor-lift will fix it. - Numbers not yet measured on gex44/RTX 4000 Ada (draft/final render time, bake time for a 4096 atlas): **unmeasured** — get one real run's numbers before writing them into a plan or a budget. ## Attribution Distilled from TheLongSilence (MIT License, Copyright (c) 2026 Anshu Chimala). Runnable reference code copied under the same license into `reference/` — see `reference/INDEX.md`. `reference/high-to-low-baking.md`, `baking-and-diagnostics.md`, `asset-delivery.md`, `preflight-and-recovery.md` and `runtime-parity-and-diagnostics.md` are ported from vercel-labs/vgpu `skills/vgpu/blender/references/` at commit 68cb1d8d198c (MIT License, Copyright (c) 2025 Vercel, Inc.), adapted from vgpu/WebGPU to the three.js runtime. `reference/critic-loop.md` is distilled from the same repository's asset agent flow. hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "pwd; rg --files -g AGENTS.md -g build_kit.py -g kit_sheet.png -g sheet.png -g '*.json' . ../breton-atom-kit-v1; rg -n 'coord|secret|Mandatory' /home/claude-agent/AGENTS.md" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 ./sheet.png ../breton-atom-kit-v1/build_evidence.json ../breton-atom-kit-v1/build_kit.py ../breton-atom-kit-v1/runtime_check.json ../breton-atom-kit-v1/kit_sheet.png ../breton-atom-kit-v1/validation.json ../breton-atom-kit-v1/kit.json ../breton-atom-kit-v1/audit.json ../breton-atom-kit-v1/materials.json ../breton-atom-kit-v1/uv_validation.json 28:- **local** `204.168.129.84` — orchestrator. Opus planning, this memory store, the `coord` bus. No app/infra runs here. 44:- **Mint path**: Engine can't reach the Factory DB, so it POSTs `https://forge.{tenant}.ohmyunicorn.com/api/auth/oauth/google/_smoke` (in `forge_corp/api/routes/oauth_google.py`) guarded by header `x-forge-smoke-secret` (wrong/unset → 404). Shared secret in `/home/claude-agent/.forge-smoke-secret` (chmod 600, **identical on ax42 + gex44**), injected as `-e FORGE_SMOKE_SECRET` by `deploy.ax42.sh` (Engine) and `deploy.sh` (Factory). Absent secret ⇒ /_smoke stays 404 ⇒ smoke INCONCLUSIVE (never blocks). 68:- **Shared harness across models:** agentic workers must receive the same applicable project rules, task-relevant skills, authorized tool/MCP access, coordination and secret guards through their adapter. Load skills selectively, not all at once. Preserve isolation and task-specific permissions; equal harness support does not grant broader authority. Missing wiring is an adapter gap to report or fix, not a reason to declare a model incapable. Verify the chosen lane rather than assuming every helper inherits the full setup. 69:- **Worker model selection:** choose and explicitly pass the least expensive capable model for each task; do not copy the root model/effort automatically or mix models just for variety. Gemini 3.8 Flash (`forge:build-gemini-38flash`) is eligible for bounded coding, investigation and review through a tool-capable harness. Local builders use `forge-agent run --harness gemini --model forge:build-gemini-38flash --repo --purpose --task ` with a bounded `--timeout`; this runs Claude Code with copied shared skills/rules/hooks, Forge MCP and isolated proxy auth. Proven locally with actual Gemini responses, MCP skill/coord calls, file edits, tests and a blocked secret-guard probe. `--harness gemini-proxy` remains the single-shot no-tools helper for tasks that need no tools. The local Gemini builder currently rejects optional `--jail`; never imply that it ran in a container sandbox. Use `gpt-5.6-luna` for narrow mechanical work, `gpt-5.6-terra` for exploration and bounded implementation, `gpt-6.1-sol` (Sol) for demanding implementation/debugging/review, and `gpt-6-astra` for unusually difficult architecture or reasoning. **Sol = `gpt-6.1-sol` (operator, 2026-09-30):** every Sol request runs GPT-6.1 Sol (Codex CLI >= 0.159.2; 0.156 gets a 400). `sol`/`solx` call it, and the Engine swaps `gpt-6-sol` and `gpt-5.6-sol` for it at launch (`cli/sonnet_retire.py` LATEST_VERSION, also inside `run_tracked_codex_cli`). `gpt-6-luna` (Codex CLI >= 0.156.0) is the GPT-6 option for the Luna tier; not benchmarked yet, so `gpt-5.6-luna` stays the Luna default until a measured run shows it is worth its cost. Claude CLI workers use `--model sonnet`, which is **Sonnet 5.5 only** on this box (alias pinned in `~/.claude/settings.json` since 2026-09-28; never Sonnet 5; the Engine still remaps Sonnet to Opus 5.5). **Haiku 5.5 (2026-10-08):** `--model haiku` = `claude-haiku-5-5` everywhere (alias pinned in `~/.claude/settings.json`; the Engine seam upgrades `haiku`/`claude-haiku-4-5` at launch): $0.10 in / $0.50 out per MTok, 1M context, default effort medium. Use it for classification, extraction, routing, yes/no gates, judges and cheap subagents at effort low or medium; `haikux "prompt"` one-shot, `review --by haiku` for the cheapest second look (same family, not independent), panel seat `haiku-local`. Always pass `--effort`: low for mechanical edits, medium by default, high only for creative or hard work (and for benchmarks, the same effort as the run it is compared with). Native Codex defaults are Terra/medium; explicitly select low effort for straightforward tasks and high only where the reasoning warrants it. Prefer a different family for independent judgment when useful. Escalate after evidence of a capability limit instead of repeated cheap retries; name unavailable models and use a supported alternative. Codex mixed-model spawns use `fork_turns="none"` with a self-contained brief; full-history forks inherit the parent's model and effort. 76:(safety = the PreToolUse secret + coordination guards, not a sandbox): 95:store, coordination protocol, standing laws; `forge-hub/agent/harness_env.py`), 97:memory/skills/coordination. Docs: `forge-hub/agent/DEEPSEEK.md`, `GEMINI.md`. 159:- Task agents from Claude, GPT, Gemini or DeepSeek: `forge-agent run --harness deepseek --model deepseek-flash --repo --purpose --task --timeout 900`. Same isolated worktrees, shared Forge MCP memory/skills/coord, hooks and finish rules. DeepSeek orchestrators can call the other `forge-agent` harnesses; workers do not recursively delegate. 160:- Thin adapter: `forge-hub/agent/deepseek_worker.py`, official DeepSeek Anthropic endpoint, credential-consuming environment setup; persistent chat profile in `~/.local/share/forge-deepseek/profile`. No new agent loop. Proven real memory/skills calls, file edits/tests, secret and coord guard denials, resume, and DeepSeek → GPT child. No Docker jail support on this local lane. 197:- **Never:** anything with uncommitted edits, a live process in it, or a live coord claim; other sessions' dirs 199: If unsure whose it is, leave it and `coord note` it. 206:A PreToolUse hook (`~/.claude/hooks/secret_guard.py`, matcher Bash|Read|Grep, tests in `hooks/tests/test_secret_guard.py`) DENIES reading credential files (`.credentials`, `~/.forge-secrets/`, `.forge-smoke-secret`, `auth.json`, `.env*`, `*.key`, `*.pem`, ssh private keys, `.netrc`, `.pgpass`, `*secrets*.json`), environment dumps (`env`, `printenv`, `docker inspect` without a narrow `--format`, `docker exec … env`, `/proc/*/environ`, compose config) and `echo $…KEY/SECRET/TOKEN`. Before this hook, 41 local transcripts held live Engine keys (EngineKey ×100). 208:- Helpers that consume the secret for you: `engine-admin ` on ax42 (Engine admin API with the consumer key inside). Add a helper rather than reading a file. 211:## Multi-Claude coordination (durable) 213:Several Claude Code sessions run on this box and edit the same trees (factory on GEX44, engine on AX42-U, this monorepo mirror). A filesystem bus at `~/.claude/coord/` prevents collisions. The `coord` CLI (`~/.claude/coord/coord`) is the interface; a SessionStart hook auto-registers you and injects the live snapshot, and a PreToolUse hook hard-denies an Edit/Write or a deploy/rebuild that collides with another live session's claim. 216:1. `coord check ` — is anyone else on it? (exit 3 = conflict) 217:2. `coord claim [--note "..."]` — take it (exclusive; auto-expires, TTL 30m, refreshed by heartbeat). 218:3. Do the work, then `coord release ` (or `--all`). 219:4. `coord note ""` at major checkpoints so others see your progress in `coord status`. 224:- The guard fails OPEN — if `coord` errors it never blocks your tools. It only bites on a real, live, conflicting claim. 225:- If you're BLOCKED, check `coord status`, coordinate via `coord note`, or wait for release. Override only after confirming with the other session. 228:**Multi-agent claims (2026-09-05):** sibling subagents forked from one session share ONE coord identity (the ancestor-pid walk can't tell them apart) — always claim/release with `--owner ` when you're one of several agents on the same session. Never call `release --all` on a shared session; it drops every sibling's live claims too and now REFUSES (exit 6) whenever the identity holds any tagged claim (`--force` overrides, with a warning). Forge-agent workers (`forge_agent.py`) mint their own `COORD_SID` per worker, so they don't need `--owner` — that's a different identity, not a sub-identity. 240: (see `~/.agents/skills` for the list), and `coord_check` before writing 253: the box's secret/destructive/coord/deploy-host/mirror guards over BOTH 258:- **Claim before you write.** The coord protocol above (`coord check` / 259: `coord claim` / `coord release`) is not Claude-specific — it is the shared 261: might also touch. If your harness can shell out, use the `coord` CLI 265: share one coord identity (one `COORD_SID`), always claim/release with hook: PreToolUse hook: PreToolUse Completed mcp: forge/coord_check started mcp: forge/coord_check (completed) hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'for p in /home/claude-agent/forge-build /home/claude-agent/forge-build/forge-assets /home/claude-agent/forge-build/forge-assets/jobs; do if [ -f "$p/AGENTS.md" ]; then cat "$p/AGENTS.md"; fi; done; ls -la; sed -n '"'1,220p' ../breton-atom-kit-v1/build_kit.py" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: total 5720 drwxrwxr-x 2 claude-agent claude-agent 4096 Oct 7 22:59 . drwxrwxr-x 12 claude-agent claude-agent 4096 Oct 7 22:37 .. -rw-rw-r-- 1 claude-agent claude-agent 2460 Oct 7 22:59 PROMPT.txt -rw-rw-r-- 1 claude-agent claude-agent 2459 Oct 7 22:38 STYLE.md -rw-rw-r-- 1 claude-agent claude-agent 114030 Oct 7 23:00 astra.log -rw-rw-r-- 1 claude-agent claude-agent 34 Oct 7 22:36 nbpro.log -rw-rw-r-- 1 claude-agent claude-agent 5716852 Oct 7 22:36 sheet.png -rw-rw-r-- 1 claude-agent claude-agent 21 Oct 7 22:59 started.txt """Breton reusable atoms. Blender 5.2, deterministic, no external Python packages. Run on gex44: blender -b --python-exit-code 1 --python /root/fal-author/breton-atom-kit-v1/build_kit.py Reads the earlier house textures/ and baked/ without modifying them. All delivery outputs are rebuilt in this script's directory. -- --preflight exercises a tiny render/export/import. Authored coordinates are already glTF Y-up; exporter axis conversion is intentionally OFF. """ import bpy, bmesh, math, json, sys, struct, hashlib, time import numpy as np from pathlib import Path from mathutils import Vector, Matrix ROOT=Path(__file__).resolve().parent SOURCE=Path('/root/fal-author/breton-stone-house-v1') START=time.time() NAMES=['Granite_lime_moss','Dressed_granite','Blue_grey_slate','Breton_blue_timber','Aged_ivory_frames','Weathered_zinc_iron','Old_window_glass','Terracotta','Granite_lime_moss_base'] TILES=[2.25,1.6,3.57,1.0,1.0,1.0,1.0,1.0,2.25] LIMITS={'slate_a':40,'slate_b':40,'slate_c':40,'ridge_tile':120,'quoin_long':150,'quoin_short':150,'window_ground':3000,'window_ground_shutters':3000,'window_upper':3000,'window_upper_shutters':3000,'window_small':3000,'door':4000,'dormer':8000,'chimney_stack':2500,'gutter_1m':250,'downpipe_1m':150,'eaves_board_1m':60,'verge_board_1m':60,'lantern':600} bpy.ops.object.select_all(action='SELECT');bpy.ops.object.delete(use_global=False) for m in list(bpy.data.materials):bpy.data.materials.remove(m) scene=bpy.context.scene;scene.render.engine='CYCLES';scene.cycles.samples=48;scene.cycles.use_denoising=True prefs=bpy.context.preferences.addons['cycles'].preferences try: prefs.compute_device_type='OPTIX';prefs.get_devices() for d in prefs.devices:d.use=d.type!='CPU' scene.cycles.device='GPU' except Exception:scene.cycles.device='CPU' scene.unit_settings.system='METRIC';scene.render.image_settings.file_format='PNG';scene.view_settings.view_transform='AgX' PROVENANCE={};seams={} def read_image(path,size,color=False): path=Path(path);PROVENANCE[str(path)]=hashlib.sha256(path.read_bytes()).hexdigest() im=bpy.data.images.load(str(path),check_existing=False) im.colorspace_settings.name='sRGB' if color else 'Non-Color' im.scale(size,size);a=np.array(im.pixels[:],dtype=np.float32).reshape(size,size,4)[:,:,:3].copy();bpy.data.images.remove(im);return a def periodic(a): """Moisan periodic-plus-smooth decomposition: remove only nonperiodic low frequencies. Then match the outer texels exactly with a narrow cubic correction (no reflected tiles). """ h,w,c=a.shape;b=np.zeros_like(a) b[0,:,:]=a[-1,:,:]-a[0,:,:];b[-1,:,:]=-b[0,:,:] b[:,0,:]+=a[:,-1,:]-a[:,0,:];b[:,-1,:]-=a[:,-1,:]-a[:,0,:] yy,xx=np.meshgrid(np.arange(h),np.arange(w),indexing='ij') den=2*np.cos(2*np.pi*xx/w)+2*np.cos(2*np.pi*yy/h)-4;den[0,0]=1 f=np.fft.fft2(b,axes=(0,1))/den[:,:,None];f[0,0,:]=0 out=a-np.fft.ifft2(f,axes=(0,1)).real for axis in (0,1): t=np.swapaxes(out,0,axis);delta=(t[-1]-t[0])*.5 for i in range(4): weight=(1-i/4)**2*(1+2*i/4);t[i]+=delta*weight;t[-1-i]-=delta*weight return np.clip(out,0,1).astype(np.float32) def save_image(path,a,color=False,grey=False): path.parent.mkdir(parents=True,exist_ok=True);h,w=a.shape[:2] if a.ndim==2:a=np.repeat(a[:,:,None],3,axis=2) im=bpy.data.images.new(path.stem,width=w,height=h,alpha=False,float_buffer=False) im.colorspace_settings.name='sRGB' if color else 'Non-Color' rgba=np.concatenate((a,np.ones((h,w,1),np.float32)),axis=2).astype(np.float32) im.pixels.foreach_set(rgba.ravel());im.filepath_raw=str(path);im.file_format='PNG';im.save();bpy.data.images.remove(im) # PNG grayscale encoding for the height contract, using standard library only. if grey: import zlib rows=(np.clip(a[:,:,0],0,1)*65535+.5).astype('>u2')[::-1] def chunk(tag,data):return struct.pack('>I',len(data))+tag+data+struct.pack('>I',zlib.crc32(tag+data)&0xffffffff) raw=b''.join(b'\0'+row.tobytes() for row in rows) path.write_bytes(b'\x89PNG\r\n\x1a\n'+chunk(b'IHDR',struct.pack('>IIBBBBB',w,h,16,0,0,0,0))+chunk(b'IDAT',zlib.compress(raw,9))+chunk(b'IEND',b'')) seams[str(path.relative_to(ROOT))]={'edge_max_abs':float(max(abs(a[0]-a[-1]).max(),abs(a[:,0]-a[:,-1]).max())),'size':[w,h]} if '--preflight' in sys.argv: bpy.ops.mesh.primitive_cube_add();probe=bpy.context.object pm=bpy.data.materials.new('PREFLIGHT');pm.use_nodes=True;probe.data.materials.append(pm) bake=bpy.data.images.new('probe',width=16,height=16);tex=pm.node_tree.nodes.new('ShaderNodeTexImage');tex.image=bake;pm.node_tree.nodes.active=tex scene.cycles.samples=1;bpy.ops.object.bake(type='DIFFUSE',pass_filter={'COLOR'}) bpy.ops.export_scene.gltf(filepath=str(ROOT/'preflight.glb'),export_format='GLB',use_selection=True,export_yup=False) bpy.ops.object.select_all(action='SELECT');bpy.ops.object.delete(use_global=False);bpy.ops.import_scene.gltf(filepath=str(ROOT/'preflight.glb')) bpy.ops.object.camera_add(location=(4,-5,3));scene.camera=bpy.context.object;scene.camera.rotation_euler=(-scene.camera.location).to_track_quat('-Z','Y').to_euler() scene.world.color=(.5,.5,.5);scene.render.resolution_x=64;scene.render.resolution_y=64;scene.render.resolution_percentage=100;scene.render.filepath=str(ROOT/'preflight.png');bpy.ops.render.render(write_still=True) print('PREFLIGHT_OK',flush=True);sys.exit(0) MATS=[];shelf={};arrays={} for i,name in enumerate(NAMES): n=1024 if i in (0,1,2,3,8) else 512 if '--preflight' in sys.argv:n=32 maps={} for kind in ['BaseColor','Normal','ORM']: if i==8:a=arrays[(0,kind)].copy() elif i==1: # Original dressed swatch has an atlas-like mortar strip. Re-grade the SAME # registered CC0 scan into a wholly repeatable dry stone swatch instead. suffix={'BaseColor':'diff','Normal':'nor_gl','ORM':'arm'}[kind] a=read_image(SOURCE/'textures'/f'worn_rock_natural_01_{suffix}_1k.jpg',n,kind=='BaseColor') if kind=='BaseColor': lum=a@np.array([.2126,.7152,.0722]);a=(lum[:,:,None]*1.65+.24)*np.array([.53,.52,.448])[None,None,:]*.94 elif kind=='Normal': vec=a*2-1;vec[:,:,:2]*=.5;a=(vec/np.maximum(np.linalg.norm(vec,axis=2,keepdims=True),1e-8)+1)/2 else:a[:,:,0]=.7+.3*a[:,:,0];a[:,:,1]=.65+.22*a[:,:,1];a[:,:,2]=0 else:a=read_image(SOURCE/'baked'/f'{name}_{kind}.jpg',n,kind=='BaseColor') if i==8: height=arrays[(0,'Height')] yy,xx=np.meshgrid(np.arange(n)/n,np.arange(n)/n,indexing='ij') patch=(np.sin(xx*math.tau*3+np.sin(yy*math.tau*2))+.6*np.cos(yy*math.tau*5-xx*math.tau*2)+1.6)/3.2 mask=np.clip((patch-.23)*1.6,0,.80)*(1-.3*height) if kind=='BaseColor':a=a*(1-mask[:,:,None])+np.array([.052,.067,.023])[None,None,:]*mask[:,:,None] elif kind=='ORM':a[:,:,1]=a[:,:,1]*(1-mask)+.70*mask a=periodic(a) if kind=='Normal': v=a*2-1;a=(v/np.maximum(np.linalg.norm(v,axis=2,keepdims=True),1e-8)+1)*.5 maps[kind]=a;arrays[(i,kind)]=a save_image(ROOT/'materials'/name/f'{kind}.png',a,kind=='BaseColor') if i==0: h=read_image(SOURCE/'textures'/'rock_wall_09_disp_1k.jpg',n)[:,:,0] h=periodic(np.repeat(h[:,:,None],3,axis=2))[:,:,0] # Normalize source extrema so zero is deepest mortar, one is tallest rubble; keep 0.105 m relief and 0.006 m bias. h=(h-h.min())/max(float(h.max()-h.min()),1e-8) arrays[(0,'Height')]=h;save_image(ROOT/'materials'/name/'Height.png',h,grey=True) m=bpy.data.materials.new(name);m.use_nodes=True;bs=m.node_tree.nodes.get('Principled BSDF') avg=np.mean(maps['BaseColor'],axis=(0,1));m.diffuse_color=(*map(float,avg),1) bs.inputs['Base Color'].default_value=m.diffuse_color;bs.inputs['Roughness'].default_value=float(maps['ORM'][:,:,1].mean());bs.inputs['Metallic'].default_value=float(maps['ORM'][:,:,2].mean()) MATS.append(m) shelf[name]={'tile_size_metres':TILES[i],'maps':{k:f'materials/{name}/{k}.png' for k in maps},'resolution':n,'normal_convention':'OpenGL tangent +Y','roughness_factor':1.0,'metalness_factor':1.0,'ORM_channels':{'R':'occlusion','G':'roughness','B':'metallic'},'wrap':'REPEAT','color_space':{'BaseColor':'sRGB','Normal':'linear','ORM':'linear'}} if i in (0,8):shelf[name].update({'displacement_scale_metres':.105,'displacement_bias_metres':.006,'height_map':'materials/Granite_lime_moss/Height.png','height_formula':'outward_metres = 0.006 + sampled_Height * 0.105','height_repeat_metres':2.25,'height_encoding':'16-bit grayscale; original scan extrema normalized 0..1 after periodic seam correction'}) print('SHELF_READY',flush=True) class Mesh: def __init__(self,name):self.name=name;self.v=[];self.f=[];self.mi=[];self.uv=[];self.smooth=[] def add(self,verts,faces,mat,smooth=False,uv=None): vs=[Vector(v) for v in verts];off=len(self.v);self.v.extend(vs) for face in faces: self.f.append(tuple(off+j for j in face));self.mi.append(mat);self.smooth.append(smooth) if uv:self.uv.append([uv[j] for j in face]);continue normal=(vs[face[1]]-vs[face[0]]).cross(vs[face[2]]-vs[face[0]]).normalized() # Orthonormal surface basis preserves metres even on bevels and pitched roofs. if abs(normal.y)<.95: up=Vector((0,1,0));u=up.cross(normal).normalized();v=normal.cross(u).normalized() else: u=(Vector((1,0,0))-normal*normal.x).normalized();v=normal.cross(u) if v.z<0:v=-v self.uv.append([(p.dot(u)/TILES[mat],p.dot(v)/TILES[mat]) for p in [vs[j] for j in face]]) def finish(self): me=bpy.data.meshes.new(self.name);me.from_pydata(self.v,[],self.f);me.update();ob=bpy.data.objects.new(self.name,me);bpy.context.collection.objects.link(ob) for m in MATS:me.materials.append(m) uv=me.uv_layers.new(name='UVMap') for p,mi,coords,sm in zip(me.polygons,self.mi,self.uv,self.smooth): p.material_index=mi;p.use_smooth=sm for li,co in zip(p.loop_indices,coords):uv.data[li].uv=co bm=bmesh.new();bm.from_mesh(me);bmesh.ops.recalc_face_normals(bm,faces=bm.faces);bmesh.ops.triangulate(bm,faces=list(bm.faces));bm.to_mesh(me);bm.free();me.update() # Flat faces with bevel normals preserve the dressed silhouette without a modifier. return ob def box(g,c,s,m,b=.01,rot=None): bm=bmesh.new();bmesh.ops.create_cube(bm,size=1) for v in bm.verts:v.co=Vector((v.co.x*s[0],v.co.y*s[1],v.co.z*s[2])) if b:bmesh.ops.bevel(bm,geom=list(bm.edges),offset=min(b,min(s)*.24),segments=1,affect='EDGES') bm.verts.ensure_lookup_table();bm.verts.index_update();vs=[v.co.copy() for v in bm.verts];fs=[tuple(v.index for v in f.verts) for f in bm.faces];bm.free() if rot:vs=[rot@v for v in vs] g.add([v+Vector(c) for v in vs],fs,m) def prism(g,poly,depth,m,axis='z'): # Polygon in XY, extrusion along Z; optional rigid axis mapping by caller. vs=[(x,y,z) for z in depth for x,y in poly];n=len(poly) fs=[tuple(range(n-1,-1,-1)),tuple(range(n,2*n))]+[(i,(i+1)%n,(i+1)%n+n,i+n) for i in range(n)] if axis=='y':vs=[(x,z,y) for x,y,z in vs] g.add(vs,fs,m) def cyl(g,a,b,r,m,n=8,r2=None): a=Vector(a);b=Vector(b);L=(b-a).length;q=(b-a).to_track_quat('Z','Y');r2=r if r2 is None else r2 vs=[p+q@Vector((rr*math.cos(i*math.tau/n),rr*math.sin(i*math.tau/n),0)) for p,rr in [(a,r),(b,r2)] for i in range(n)] fs=[tuple(range(n-1,-1,-1)),tuple(range(n,2*n))]+[(i,(i+1)%n,(i+1)%n+n,i+n) for i in range(n)] g.add(vs,fs,m,True) def tube(g,points,r,m,n=8): for a,b in zip(points,points[1:]):cyl(g,a,b,r,m,n) def slate(g,variant=0,center=(0,0,0),rot=None,w=.345,length=.42): c=[.011,.022,.015][variant%3];l=length poly=[(-w/2,0),(w/2,0),(w/2,l-.024),(w/2-c,l),(-w/2+.018+variant*.005,l),(-w/2,l-.01-variant*.009)] vs=[Vector((x,y,z)) for y in [0,.012] for x,z in poly] if rot:vs=[rot@v for v in vs] vs=[v+Vector(center) for v in vs];n=len(poly) fs=[tuple(range(n-1,-1,-1)),tuple(range(n,2*n))]+[(i,(i+1)%n,(i+1)%n+n,i+n) for i in range(n)] g.add(vs,fs,2) def ridge(g,center=(0,0,0),rot=None,length=.42): # Folded/rounded angular cap, hollow underside bears on roof planes at 44 degrees. pitch=math.radians(44);z=.185;y=-z*math.tan(pitch)+.03 profile=[(-z,y),(-.10,-.041),(-.04,.033),(0,.053),(.04,.033),(.10,-.041),(z,y),(z,y-.026),(.092,-.066),(.03,.007),(0,.022),(-.03,.007),(-.092,-.066),(-z,y-.026)] vs=[Vector((x,yy,zz)) for x in [-length/2,length/2] for zz,yy in profile];n=len(profile) if rot:vs=[rot@v for v in vs] vs=[v+Vector(center) for v in vs] fs=[tuple(range(n-1,-1,-1)),tuple(range(n,2*n))]+[(i,(i+1)%n,(i+1)%n+n,i+n) for i in range(n)] g.add(vs,fs,7) META={};OBJECTS=[] def finish(g,origin,opening=None,extra=None): ob=g.finish();OBJECTS.append(ob);META[g.name]={'node_name':g.name,'origin_rule':origin} if opening:META[g.name]['opening']={'width':opening[0],'height':opening[1],'wall_thickness':.38,'bottom_center':[0,0,0]} if extra:META[g.name].update(extra) return ob for i,s in enumerate('abc'): g=Mesh('slate_'+s);slate(g,i);finish(g,'Middle of top edge; top edge Z=0, down-slope +Z, underside Y=0.',extra={'size_metres':[.345,.012,.42],'course_gauge_metres':.21,'roof_placement':'Rotate X by +44 degrees on street slope; +Z runs down slope. Use .014 m normal offset per overlapping course.'}) g=Mesh('ridge_tile');ridge(g);finish(g,'Centre of ridge line; length along X.',extra={'pitch_degrees':44,'length_metres':.42,'lap_metres':.025}) for name,size in [('quoin_long',(.60,.386,.35)),('quoin_short',(.35,.386,.65))]: g=Mesh(name);box(g,(0,0,0),size,1,.025);finish(g,'Block centre; X along facade, Y vertical; alternate with 0.014 m bed joints.',extra={'nominal_size_metres':list(size)}) def window(g,w,h,shutters=False,offset=(0,0,0),stone=True): start=len(g.v) # Lining returns reach exactly wall interior at -0.38; frame seals the opening. for sign in [-1,1]: box(g,(sign*(w/2+.032),h/2,-.235),(.064,h,.29),1,.008) if stone: rows=3 if h>1 else 2 for j in range(rows):box(g,(sign*(w/2+.095),(j+.5)*h/rows,.015),(.19,h/rows-.008,.23),1,.013) box(g,(0,h+.075,-.115),(w+.43,.15,.53),1,.014) # Drip sill shaped as a stepped polygon section, projecting forward with sloped top. sec=[(-.38,-.085),(.23,-.085),(.245,-.04),(.23,.005),(.07,.025),(-.38,.025)] # extrude sill section along X vs=[(x,y,z) for x in [-w/2-.24,w/2+.24] for z,y in sec];n=len(sec) fs=[tuple(range(n-1,-1,-1)),tuple(range(n,2*n))]+[(i,(i+1)%n,(i+1)%n+n,i+n) for i in range(n)] g.add(vs,fs,1) box(g,(0,-.09,.145),(w+.38,.025,.05),1,.004) for s in [-1,1]:box(g,(s*(w/2-.034),h/2,-.12),(.068,h,.12),4,.006) for y in [.035,h-.035]:box(g,(0,y,-.12),(w-.12,.07,.12),4,.006) hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse hook: PreToolUse Completed mcp: forge/coord_claim started mcp: forge/coord_claim (completed) hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "cat STYLE.md; sed -n '350,580p' ../breton-atom-kit-v1/build_kit.py; cat /home/claude-agent/.codex/skills/construction-kit/references/implementation.md; cat /home/claude-agent/.agents/skills/blender-game-assets/reference/preflight-and-recovery.md; cat /home/claude-agent/.agents/skills/blender-game-assets/reference/critic-loop.md" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: Build an atom KIT for contemporary European residential architecture (Swiss / Dutch / Scandinavian 2020s): villas, terrace houses and small apartment blocks. Reference: sheet.png here (villa, apartment block, detail panel). Your dir: /root/fal-author/modern-atom-kit-v1/ (here: ~/forge-build/forge-assets/jobs/modern-atom-kit-v1/). For the level of detail expected, look at ~/forge-build/forge-assets/jobs/breton-atom-kit-v1/kit_sheet.png and its build_kit.py (read-only). HOW THE ASSEMBLER BUILDS THESE: walls are GENERATED panels (0.35 m thick) in a wall material; flat roofs are generated slabs with a parapet; facades follow a strict grid (bays of 1.5-3.0 m, storey 3.0 m). You provide: - window_tall: 1.20 x 2.40 clear opening (floor-to-ceiling feel, sill 0.10), dark bronze aluminium frame, deep reveal lined in aluminium, thin projecting sill. SAME on every storey. [2000] - window_std: 1.20 x 1.50 (sill 0.90). [2000] window_ribbon_1m: 1 m module of a horizontal ribbon window 1.30 high (the code repeats it; mullion at its left edge, end_mullion atom closes the run). [600] + ribbon_end_mullion [80] - glazing_slider: 2.80 x 2.40 sliding door to a garden/balcony. [2500] - door_pivot: 1.20 x 2.40 pivot entrance door (Door_paint panel, long bar handle). [2500] - shopfront_bay: 3.00 x 3.00 frameless shop glazing with a glazed door on the left third. [2500] - balcony_steel: 2.40 wide cantilevered concrete slab (1.4 deep) with a vertical-bar steel railing. [3000] - canopy_concrete: 2.0 x 1.4 thin cantilevered entrance canopy. [300] - parapet_coping_1m: metal coping on a 0.35 wall top. [80] parapet_corner (outer corner piece). [100] - roof_rail_1m: thin steel roof-terrace railing. [200] - downpipe_square_1m [60], rainwater_head (box at the parapet top where the hidden gutter drains) [200], downpipe_shoe [60]. - roof_skylight: 1.2 x 1.2 flat roof light. [400] roof_vent: small steel vent cowl. [200] - planter_concrete: 1.6 m long planter with grasses. [1500] bike_rack [400]. SHELF (names exact): Render_white (mineral render, slight trowel texture, Height small), Render_grey, Concrete_boardmarked (vertical board marks, tie holes, Height), Larch_cladding (vertical boards 120 mm with 8 mm shadow gaps, Height), Larch_cladding_charred (dark shou sugi ban variant), Bronze_aluminium, Glass_clear (dark reflective), Steel_dark, Zinc_coping, Roof_gravel (flat roof), Paving_concrete, Door_paint (neutral light paint for tinting). g=Mesh('gutter_1m');n=10;profile=[] for r,indices in [(.082,range(n+1)),(.069,range(n,-1,-1))]: for i in indices: a=math.pi+i*math.pi/n;profile.append((r*math.sin(a),.082+r*math.cos(a))) vs=[(x,y,z) for x in [-.5,.5] for y,z in profile];q=len(profile) fs=[tuple(range(q-1,-1,-1)),tuple(range(q,2*q))]+[(i,(i+1)%q,(i+1)%q+q,i+q) for i in range(q)];g.add(vs,fs,5) for x in [-.32,.32]: tube(g,[(x,-.014,0),(x,-.090,.079),(x,-.01,.166)],.009,5,5) finish(g,'Middle of back top edge: X=0,Y=0,Z=0; trough projects +Z.',extra={'length_metres':1,'open_ends':False,'joint_rule':'Butt sections at X endpoints; thin end webs remain internal. Brackets are included.'}) g=Mesh('downpipe_1m');cyl(g,(0,0,.082),(0,1,.082),.045,5,10) cyl(g,(0,.47,.082),(0,.52,.082),.056,5,10);box(g,(0,.495,.022),(.085,.035,.044),5,0) finish(g,'Bottom on wall face; pipe extends Y=0..1 and projects +Z.',extra={'length_metres':1}) for name,s in [('eaves_board_1m',(1,.14,.045)),('verge_board_1m',(1,.12,.035))]: g=Mesh(name);box(g,(0,-s[1]/2,s[2]/2),s,3,.005);finish(g,'Middle of top back edge; length along X. Rotate in facade plane for verge.',extra={'length_metres':1}) g=Mesh('lantern');box(g,(0,0,.025),(.10,.24,.05),5,.009) tube(g,[(0,.065,.05),(0,.065,.29),(0,-.03,.29)],.015,5,8) box(g,(0,-.19,.29),(.17,.27,.16),6,0) for x in [-.095,.095]: for z in [.20,.38]:cyl(g,(x,-.345,z),(x,-.035,z),.010,5,6) box(g,(0,-.355,.29),(.235,.035,.23),5,.007) # Pyramidal rain hood, real profiled metal instead of a plain cuboid. vs=[(-.14,-.025,.15),(.14,-.025,.15),(.14,-.025,.43),(-.14,-.025,.43),(-.045,.045,.245),(.045,.045,.245),(.045,.045,.335),(-.045,.045,.335)] g.add(vs,[(0,3,2,1),(4,5,6,7),(0,1,5,4),(1,2,6,5),(2,3,7,6),(3,0,4,7)],5) for y in [-.07,.07]:cyl(g,(0,y,.05),(0,y,.057),.012,5,6) finish(g,'Centre of wall mounting plate on facade face Z=0.') # Contract validation in author space; all top-level transforms identity. bpy.context.view_layer.update();entries=[] for ob in OBJECTS: if ob==leaf:continue children=[ob]+list(ob.children);pts=[o.matrix_local@v.co for o in children for v in o.data.vertices] tris=sum(len(o.data.polygons) for o in children) assert tris<=LIMITS[ob.name],(ob.name,tris,LIMITS[ob.name]) for o in children: for p in o.data.polygons:assert p.area>1e-12,(o.name,'degenerate',p.index) assert all(math.isfinite(x) for v in o.data.vertices for x in v.co) entry=META[ob.name];entry.update({'bounding_box':{'min':[round(min(v[k] for v in pts),6) for k in range(3)],'max':[round(max(v[k] for v in pts),6) for k in range(3)]},'triangles':tris,'triangle_budget':LIMITS[ob.name],'materials':sorted(set(o.data.materials[p.material_index].name for o in children for p in o.data.polygons))}) if ob==door:entry['children']=[{'node_name':'door_leaf','translation':list(leaf.location),'origin_rule':'Left hinge line; rotate about local Y.','triangles':len(leaf.data.polygons)}] entries.append(entry) print('ATOM',ob.name,tris,flush=True) assert len(entries)==19 bpy.ops.object.select_all(action='DESELECT') for o in OBJECTS:o.select_set(True) # At this point materials contain scalar placeholders only, no texture nodes/images. bpy.ops.export_scene.gltf(filepath=str(ROOT/'kit.glb'),export_format='GLB',use_selection=True,export_apply=True,export_yup=False,export_materials='EXPORT',export_texcoords=True,export_normals=True,export_tangents=True,export_cameras=False,export_lights=False) data=(ROOT/'kit.glb').read_bytes();ln=struct.unpack_from(' # Preflight and Recovery Use this workflow for long bakes and scripted asset delivery. Keep a short manual edit lightweight; add checkpoints where repeating expensive work or confusing stale output is a real risk. These are asset execution requirements, independent of how many people or agents perform the work. ## Exercise the actual execution path first Before an expensive run, provide and run a task-local preflight command using the same executable, working directory, dependency environment and helper paths as the intended run. Reuse existing project checks where possible. A version query or import from another directory is not an execution probe. - Start native Blender (gex44 path and GPU gate wrapper: `SKILL.md` §2) and execute a minimal scene operation through Python. For scripted runs, use `--python-exit-code 1`; inspect logs and the expected output, not exit status alone. - Exercise the chosen render/bake device with a tiny representative bake, then export, encode/decode and import a small fixture through the actual exporter and runtime loader. Await codec initialization. Resolve copied Node helpers from their real execution directory and module mode; a successful ESM import does not establish that a copied CommonJS helper can resolve its dependencies. - Classify required and optional inputs before baking. Verify required files, codecs, writable output paths and capture dependencies. Missing optional metadata must have a documented fallback or be omitted deliberately, not fail final assembly after a completed bake. - Capture and read one real target-renderer frame with the intended browser/image tools. Record the actual backend; a fallback renderer does not validate the requested backend. This probe establishes that the tools work, not final visual quality. If a probe fails, fix or report that boundary before starting dependent expensive work. Do not keep retrying the unchanged failure. If sources may change during a run, execute an immutable snapshot including local imports; record external dependencies and verify snapshot hashes at completion. ## Keep stages independently recoverable Give expensive stages explicit commands, inputs, outputs and validation. A task-local script may expose subcommands or separate entry points; no particular build framework is required. Do not force a bake when that asset does not need one. | Stage | Evidence needed before its outputs can be reused | | --- | --- | | Prepare | Saved source/LOW checkpoint, resolved transforms and reproducible parameters | | Validate geometry | Openings, contacts, normals and UV checks on evaluated/exported LOW; simple-material views, including relevant LODs | | Bake | Lossless masters, actual pass settings and dependency identities, coverage and representative pixel checks | | Export | Decodable serialized meshes, map/UV bindings and measured counts; reconcile exporter changes with prepared geometry | | Package | Required files, decoded texture error, channels/mips and delivery manifest with hashes | | Verify runtime | Actual target-backend captures from matched cameras, independent map toggles, measured costs and renderer errors | For each attempt, save the exact command, input/dependency hashes, tool identities, exit outcome, output hashes, validation results and failure reason. Mark a stage complete only after its outputs pass its checks. Keep failed attempts and logs distinct from completed checkpoints. File existence or a successful process alone is not proof of completion. On retry, start at the earliest invalid stage and revalidate dependent outputs. If packaging fails after a verified bake/export, resume packaging from those artifacts; do not regenerate the scene merely to rerun a copy step. When geometry, normals or lighting change, use the [bake dependency rules](baking-and-diagnostics.md#reuse-bakes-by-their-dependencies) to decide which passes need new identities. ## Validate a candidate before replacing delivery assets Keep candidate assets separate from the last working delivery. Verify the candidate manifest and served build/asset identities before capture; avoid a preview that silently loads missing files from the old asset set. Promote only the validated files together with their matching manifest, retain a recoverable previous version, and smoke-check the delivered URL after replacement. Report whether the replacement is atomic; per-file writes do not make the whole asset set atomic. Checks establish structural and runtime evidence, not aesthetic acceptance. Pair them with the matched visual review in [the critic loop](critic-loop.md) and the gates in `SKILL.md` §10. # Author and critic loop for a Blender asset Use this for any authored asset that will be judged by eye: a hero prop, a character, a building, an environment. Skip it for a mechanical re-export. ## Seats | Seat | Who | Owns | | --- | --- | --- | | Author | Astra (operator law: Blender work goes to Astra) | Geometry, authored materials, UVs, bakes, Blender renders, the export | | Runtime | The root, or one worker when the shader work is real | Loading the export in the game's actual three.js path, captures, measured costs | | Critic | A different model family from the author, reading the real images | Findings only. Never edits the asset | The critic must open the actual capture files. A critic that cannot read images says so and returns BLOCKED; it never writes a visual verdict from metrics or from the author's description. ## Budget - Default: **3 revisions, at most 2 critic passes per revision.** The brief may set another cap. - A cap is an execution limit, not acceptance. Cap reached with open visual findings = `REVISE` reported as such, never a `PASS`. - No unattended improvement loop past the cap. ## Before the first render Write in the task folder: scope, target cameras (gameplay view, hero, rear, closest required view), output paths, budgets (triangles, exported vertices, texture bytes and GPU memory, draw calls) and the revision cap. Budgets are task inputs; do not copy another asset's numbers. Run the [preflight](preflight-and-recovery.md) once: Blender starts and runs a scene operation, a tiny bake and export round-trips through the real loader, one real runtime frame is captured. Integrate a cheap LOW blockout in the runtime at this stage. Scale, axis, camera and material contract problems are found before an expensive bake, not after. ## Each revision keeps - the source revision or parameters that rebuild the previous asset; - real hero, rear and close-up captures, same camera, light, exposure and pose every time; - triangles, exported vertices, primitives, material count, file bytes, texture GPU memory; - runtime draw counters, kept apart from offline estimates; - the critic's findings, the fixes chosen, and the next measured result. ## The critic pass The critic receives the previous AND the current captures and metrics under matched cameras (or an explicit "first revision, no baseline"), the reference image, and the brief. It returns: - **at most five findings**, ordered by impact, each with a stable id, the evidence path (whole view plus crop or image coordinates), the visible symptom, a suggested correction and a **measurable acceptance condition**; - regressions against the previous revision; - resolved / remaining / regressed status of earlier findings on a follow-up pass; - `PASS`, `REVISE` or `BLOCKED`, with the limits of its evidence. It compares against the reference as well as the previous revision: clean topology and progress since last time do not make the asset match the reference. It separates the observed defect from the suspected cause. A small whole-image difference can hide severe local damage (thin trim, stairs, silhouette edges): it inspects crops at each delivered LOD. Design ideas are suggestions, not new acceptance requirements. When the cause could be the asset or the renderer, it asks for the diagnostic captures in [runtime parity](runtime-parity-and-diagnostics.md) (maps off, AO neutral, lightmap off) rather than guessing. ## Rules that stop false passes - A generated concept image is never proof of a working model. Label concepts as concepts; accept only on real renders of the real export. - Requested bakes need bake provenance (what was baked, from what, at what settings) and matched runtime captures with each contribution switched off in turn. Vertex tint and runtime shadows are not substitutes for a requested AO or lightmap bake. - An atlas repair is checked on the full matched views, not only on the crop that was broken: a new layout can fix one edge and turn another face black. - One writer per handoff file. A reply never gets appended to a request file another agent will regenerate. Superseded manifests and failed captures stay on disk. - The author hands the root a compact result: verdict, the few decisive images, the metrics table. Full capture sets stay on disk; the root does not load every image. - A user's rejection or a changed brief reopens any earlier `PASS`. ## Lessons When a revision teaches something that will recur, write it as: evidence path, symptom, cause, intervention, matched before/after result, scope. The root checks it and makes a narrow edit to this skill. Reject task-specific style preferences dressed up as general rules. hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "command -v blender; date -u '+%Y-%m-%d %H:%M:%S'; ls ../breton-atom-kit-v1; ssh -o BatchMode=yes root@5.9.10.114 'test -x /root/blender-spike/blender-5.2.0-linux-x64/blender && echo BLENDER_OK; ls -d /root/fal-author/modern-atom-kit-v1 /root/fal-author/breton-atom-kit-v1 /root/fal-author/*/textures 2>/dev/null'" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 exited 2 in 486ms: 2026-10-07 23:00:14 NOTES.md PROMPT.txt WORK.md __pycache__ astra.log audit.json breton-atom-kit-v1.zip browser_check.py build.log build_breton-stone-house.py build_evidence.json build_kit.py clay_check.png details_joinery.png details_roof.png final.png kit.glb kit.json kit_sheet.png materials materials.json rc.txt reverse_check.png runtime_all.png runtime_check.json runtime_dormer.png sheet.jpg source_granite_preview.jpg source_height_preview.jpg started.txt tilecheck_Blue_grey_slate.png tilecheck_Breton_blue_timber.png tilecheck_Dressed_granite.png tilecheck_Granite_lime_moss.png tilecheck_Granite_lime_moss_base.png uv_check.py uv_validation.json validate_delivery.py validation.json viewer visual_review.md BLENDER_OK /root/fal-author/breton-atom-kit-v1 /root/fal-author/breton-stone-house-v1/textures /root/fal-author/harbour-rowboat-v2/textures /root/fal-author/harbour-trawler-real-v1/textures /root/fal-author/tideglass-ruin-arch-portal-v2/textures codex The Breton kit uses Y-up GLB masters with external PBR maps bound by exact material name. I’ll keep that contract, fit the reveals to 0.35 m walls, and document the ribbon, coping and drainage joints for the assembler. The tall window will be one reusable master for every storey. hook: PreToolUse hook: PreToolUse Completed mcp: forge/coord_check started mcp: forge/coord_check (completed) hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "sed -n '1,220p' ../breton-atom-kit-v1/browser_check.py; ls ../breton-atom-kit-v1/viewer; sed -n '1,120p' ../breton-atom-kit-v1/viewer/index.html; ssh root@5.9.10.114 'ls /root/fal-author/breton-stone-house-v1/textures; ls /root/fal-author/harbour-rowboat-v2/textures'" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 493ms: import asyncio,json from playwright.async_api import async_playwright async def main(): async with async_playwright() as p: browser=await p.chromium.launch(headless=True,args=['--no-sandbox','--use-angle=swiftshader','--enable-unsafe-swiftshader']) page=await browser.new_page(viewport={'width':1920,'height':1080},device_scale_factor=1) errors=[];page.on('pageerror',lambda e:errors.append(str(e))) await page.goto('http://127.0.0.1:18765/viewer/') await page.wait_for_function('window.__KIT_QA__?.ready',timeout=60000) await page.wait_for_timeout(1500) await page.screenshot(path='runtime_all.png') metrics=await page.evaluate('window.kitMetrics()') await page.evaluate("window.kitView('dormer')") await page.wait_for_timeout(500) await page.screenshot(path='runtime_dormer.png') qa=await page.evaluate('window.__KIT_QA__');qa['errors']=errors;qa['runtime_all_metrics']=metrics open('runtime_check.json','w').write(json.dumps(qa,indent=2));print(json.dumps(qa)) await browser.close() asyncio.run(main()) index.html lib Breton atom kit

Breton · reusable construction atoms

Shared external PBR materials · metre-scale UVs

granite_wall_diff_1k.jpg metal_plate_02_arm_1k.jpg metal_plate_02_diff_1k.jpg metal_plate_02_nor_gl_1k.jpg metal_plate_diff_1k.jpg old_sandstone_02_diff_1k.jpg rock_wall_03_arm_1k.jpg rock_wall_03_diff_1k.jpg rock_wall_03_disp_1k.jpg rock_wall_03_nor_gl_1k.jpg rock_wall_09_arm_1k.jpg rock_wall_09_diff_1k.jpg rock_wall_09_disp_1k.jpg rock_wall_09_nor_gl_1k.jpg roof_slates_02_diff_1k.jpg slate_floor_03_arm_1k.jpg slate_floor_03_diff_1k.jpg slate_floor_03_nor_gl_1k.jpg wooden_planks_arm_1k.jpg wooden_planks_diff_1k.jpg wooden_planks_nor_gl_1k.jpg worn_rock_natural_01_arm_1k.jpg worn_rock_natural_01_diff_1k.jpg worn_rock_natural_01_nor_gl_1k.jpg rough_wood_arm_2k.jpg rough_wood_diff_2k.jpg rough_wood_nor_gl_2k.jpg rusty_metal_03_arm_1k.jpg rusty_metal_03_diff_1k.jpg rusty_metal_03_nor_gl_1k.jpg wood_peeling_paint_weathered_arm_2k.jpg wood_peeling_paint_weathered_diff_2k.jpg wood_peeling_paint_weathered_nor_gl_2k.jpg hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "python3 - <<'PY' import requests for name in ['concrete_wall_006','plastered_wall_04','wood_planks_dirt','wooden_planks','gravelly_sand']: r=requests.get('https://api.polyhaven.com/files/'+name); print(name,r.status_code) if r.ok: d=r.json() for k in ['diff','nor_gl','rough','disp']: print(k,d.get(k,{}).get('1k',{})) PY" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 512ms: concrete_wall_006 200 diff {} nor_gl {'jpg': {'size': 1195078, 'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/jpg/1k/concrete_wall_006/concrete_wall_006_nor_gl_1k.jpg', 'md5': '337cf8d33598e1ecd036ef3727a4b36d'}, 'png': {'size': 5894007, 'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/png/1k/concrete_wall_006/concrete_wall_006_nor_gl_1k.png', 'md5': '51e23227755f95a1cab177e68c218643'}, 'exr': {'size': 2417199, 'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/exr/1k/concrete_wall_006/concrete_wall_006_nor_gl_1k.exr', 'md5': 'd3574f57a09eda8a18e7971f3f0cd86c'}} rough {} disp {} plastered_wall_04 200 diff {} nor_gl {'exr': {'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/exr/1k/plastered_wall_04/plastered_wall_04_nor_gl_1k.exr', 'md5': '5ec9f87876e8c5f6caeaf01ea01418f2', 'size': 943989}, 'jpg': {'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/jpg/1k/plastered_wall_04/plastered_wall_04_nor_gl_1k.jpg', 'md5': 'f18e649235bb688732fb0ef1d61a5286', 'size': 427268}, 'png': {'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/png/1k/plastered_wall_04/plastered_wall_04_nor_gl_1k.png', 'md5': '5f33be027d8410c023e22e84d27cd7b4', 'size': 5213890}} rough {} disp {} wood_planks_dirt 200 diff {} nor_gl {'jpg': {'size': 515002, 'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/jpg/1k/wood_planks_dirt/wood_planks_dirt_nor_gl_1k.jpg', 'md5': '74b51ed3f1ea4780beee3e2d0eb193e7'}, 'png': {'size': 1254232, 'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/png/1k/wood_planks_dirt/wood_planks_dirt_nor_gl_1k.png', 'md5': '42f2c1abd09bae69ee2db269ae9bd6e1'}, 'exr': {'size': 1227905, 'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/exr/1k/wood_planks_dirt/wood_planks_dirt_nor_gl_1k.exr', 'md5': 'af07a86ac09ac1cf3c074e5348742d7c'}} rough {} disp {} wooden_planks 200 diff {} nor_gl {'jpg': {'size': 705118, 'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/jpg/1k/wooden_planks/wooden_planks_nor_gl_1k.jpg', 'md5': '03206d820a026239db91a1ff3d8c589d'}, 'png': {'size': 5249105, 'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/png/1k/wooden_planks/wooden_planks_nor_gl_1k.png', 'md5': 'c5f9a8dd61453290f15d12b34e2300d3'}, 'exr': {'size': 1686387, 'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/exr/1k/wooden_planks/wooden_planks_nor_gl_1k.exr', 'md5': '1679310be839f28e74a1d0de3ef0179d'}} rough {} disp {} gravelly_sand 200 diff {} nor_gl {'jpg': {'size': 1387739, 'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/jpg/1k/gravelly_sand/gravelly_sand_nor_gl_1k.jpg', 'md5': '92053a3e135c938def2dc974c76e3763'}, 'png': {'size': 6086837, 'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/png/1k/gravelly_sand/gravelly_sand_nor_gl_1k.png', 'md5': 'b1c8547758adb7265b9f7a8c0a4921e4'}, 'exr': {'size': 2674894, 'url': 'https://dl.polyhaven.org/file/ph-assets/Textures/exr/1k/gravelly_sand/gravelly_sand_nor_gl_1k.exr', 'md5': '0477d2c0b121a431dd75335f8c84cce9'}} rough {} disp {} hook: PreToolUse hook: PreToolUse Completed mcp: forge/coord_claim started mcp: forge/coord_claim (completed) hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "python3 - <<'PY' import requests j=requests.get('https://api.polyhaven.com/files/concrete_wall_006').json();print(list(j));print(str(j.get('diffuse',{}))[:600]) PY sed -n '1,100p' /home/claude-agent/.codex/skills/construction-kit/scripts/construction.py; ls ../breton-atom-kit-v1/viewer/lib; python3 -c 'import playwright; import PIL; import numpy; print(\"LOCAL_DEPS_OK\")'" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 275ms: ['Diffuse', 'nor_dx', 'nor_gl', 'blend', 'gltf', 'arm', 'Rough', 'Displacement', 'AO', 'mtlx'] {} """ construction.py -- reusable Blender construction-geometry library. Design rule: this module knows nothing about any particular scene. It exposes four separable layers so other element families can reuse the primitives without inheriting arch-specific assumptions: 1. PROFILES -- 2D cross-sections (plain polygons in a local (u, v) frame). Pure python; no bpy. A profile is `[(u, v), ...]`, CCW. 2. SOLIDS -- turn a profile into 3D geometry: sweep along a frame path, revolve about an axis, or extrude along a vector. A "path" is a plain callable, so any curve works. 3. DAMAGE -- fracture / chip / wear ops that operate on a bmesh and always leave a CLOSED surface (cut -> cap). 4. SURFACE -- material slot mapping, world-scale UV projection, restrained cavity/weathering vertex colour. Assembly helpers (`place`, `bounds`) sit on top of those. Conventions ----------- * Units are metres everywhere. 1 UV unit == 1 metre (planar/world projections) or 1 metre of circumferential arc length (cylindrical projection). * Blender is Z-up. Callers doing Y-up export pass the scene through the glTF exporter's `export_yup=True`; nothing here pre-rotates. * Every builder returns a bmesh or an Object whose geometry is welded, finite, and closed (manifold with no boundary edges) unless the family is intentionally an open shell, which is never the case here. Initial implementation: DeepSeek V4.1 Flash (Forge harness), 2026-09-11. Topology and validation repairs: OpenAI Codex, 2026-09-11. """ import math import random import bmesh import bpy from mathutils import Matrix, Vector TAU = math.pi * 2.0 # -------------------------------------------------------------------------- # 1. PROFILES -- pure 2D, no bpy # -------------------------------------------------------------------------- def lerp(a, b, t): return a + (b - a) * t def clamp(x, lo, hi): return lo if x < lo else (hi if x > hi else x) def arc_pts(cx, cy, r, a0, a1, n): """Sample a circular arc, inclusive of both ends, in the (u, v) plane.""" return [ (cx + r * math.cos(lerp(a0, a1, i / (n - 1.0))), cy + r * math.sin(lerp(a0, a1, i / (n - 1.0)))) for i in range(n) ] def poly_close(pts, eps=1e-9): """Return an implicit closed polygon without adjacent duplicate points.""" out = [] for p in pts: p = (float(p[0]), float(p[1])) if not all(math.isfinite(v) for v in p): raise ValueError("profile contains non-finite coordinates") if not out or abs(p[0] - out[-1][0]) >= eps or abs(p[1] - out[-1][1]) >= eps: out.append(p) if len(out) > 1 and (abs(out[0][0] - out[-1][0]) < eps and abs(out[0][1] - out[-1][1]) < eps): out.pop() return out def validate_profile(pts, eps=1e-9): """Sanitize and reject zero-area or self-intersecting 2D polygons.""" pts = poly_close(pts, eps) if len(pts) < 3 or abs(poly_area(pts)) <= eps: raise ValueError("profile must have at least 3 points and non-zero area") def orient(a, b, c): return (b[0] - a[0]) * (c[1] - a[1]) - (b[1] - a[1]) * (c[0] - a[0]) def on_segment(a, b, p): return (min(a[0], b[0]) - eps <= p[0] <= max(a[0], b[0]) + eps and min(a[1], b[1]) - eps <= p[1] <= max(a[1], b[1]) + eps) def intersects(a, b, c, d): o1, o2, o3, o4 = (orient(a, b, c), orient(a, b, d), orient(c, d, a), orient(c, d, b)) if ((o1 > eps) != (o2 > eps) and (o3 > eps) != (o4 > eps)): return True return ((abs(o1) <= eps and on_segment(a, b, c)) or (abs(o2) <= eps and on_segment(a, b, d)) or (abs(o3) <= eps and on_segment(c, d, a)) or jsm three.core.js three.module.js LOCAL_DEPS_OK hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "cat > WORK.md <<'EOF' # Modern atom kit Started 2026-10-08 01:00 CEST; checkpoint ceiling 04:00 CEST. Scope: 19 identity-transform Y-up masters, external 12-name material shelf, GLB + manifest + reproducible builder + contact sheets + browser inspector. Reference: sheet.png; read-only Breton kit establishes delivery conventions. Cameras: common-scale catalog; glazing/reveals close-up; roof/drainage; rear reveal; clay; actual Three.js overview and selected detail. Budgets: user's per-atom triangle ceilings are hard gates. Shelf <= 32 MiB PNG download, <= 160 MiB decoded with mips. Geometry <= 1 MiB GLB. Keep one primitive per used material per rigid assembly; moving door separate. Three revisions maximum, two independent visual critiques per revision. No integration into a game is requested; delivery status is review-only. EOF mkdir -p textures viewer cp -r ../breton-atom-kit-v1/viewer/lib viewer/ cat > prepare_materials.py <<'PY' \"\"\"Registered CC0 scan-derived tile shelf. Runs with Python + numpy/Pillow/requests.\"\"\" import json, hashlib from pathlib import Path import requests import numpy as np from PIL import Image, ImageFilter ROOT=Path(__file__).resolve().parent rng=np.random.default_rng(2710) NAMES=['Render_white','Render_grey','Concrete_boardmarked','Larch_cladding','Larch_cladding_charred','Bronze_aluminium','Glass_clear','Steel_dark','Zinc_coping','Roof_gravel','Paving_concrete','Door_paint'] sources={} for asset in ['plastered_wall_04','concrete_wall_006','rough_wood','gravelly_sand']: doc=requests.get('https://api.polyhaven.com/files/'+asset,timeout=30).json() sources[asset]={} for kind,key in [('BaseColor','Diffuse'),('Height','Displacement'),('ORM','arm')]: choices=doc[key]['1k'];entry=choices.get('jpg') or choices.get('png');path=ROOT/'textures'/f'{asset}_{kind}{Path(entry[\"url\"]).suffix}' if not path.exists(): r=requests.get(entry['url'],timeout=90);r.raise_for_status();path.write_bytes(r.content) sources[asset][kind]={'path':str(path.relative_to(ROOT)),'url':entry['url'],'sha256':hashlib.sha256(path.read_bytes()).hexdigest()} def periodic(a): # Exact wrap value with 8 pixel smooth correction, no mirroring. a=a.copy() for axis in [0,1]: t=np.swapaxes(a,0,axis);d=(t[-1]-t[0])*.5 for i in range(8): w=(1-i/8)**2*(1+2*i/8);t[i]+=d*w;t[-1-i]-=d*w return a def scan(asset,kind,n): return np.array(Image.open(ROOT/sources[asset][kind]['path']).convert('RGB').resize((n,n),Image.Resampling.LANCZOS)).astype(float)/255 def save(path,a,height=False): if height:Image.fromarray(np.uint16(np.clip(a,0,1)*65535)).save(path) else:Image.fromarray(np.uint8(np.clip(a,0,1)*255+.5)).save(path) def normal(h,depth,tile): dy,dx=np.gradient(h, tile/(len(h)-1));v=np.stack([-dx*depth,dy*depth,np.ones_like(h)],-1) v/=np.linalg.norm(v,axis=2,keepdims=True);return periodic(v*.5+.5) shelf={} for i,name in enumerate(NAMES): n=1024 if i in [0,1,2,3,4,9,10] else 256 tile=[2,2,2.048,1.024,1.024,1,1,1,1,2,2,1][i] yy,xx=np.mgrid[0:n,0:n]/(n-1) height=np.zeros((n,n))+.5;depth=0;metal=0;rough=np.zeros((n,n))+.65 if i in [0,1,2,9,10]: asset='plastered_wall_04' if i<2 else ('gravelly_sand' if i==9 else 'concrete_wall_006') col=scan(asset,'BaseColor',n);lum=col.mean(2);h=scan(asset,'Height',n).mean(2);rough=scan(asset,'ORM',n)[:,:,1] base=np.array(([.83,.82,.78] if i==0 else [.42,.44,.43]) if i<2 else ([.63,.61,.55] if i==2 else ([.40,.39,.35] if i==9 else [.57,.56,.53]))) col=base[None,None,:]*np.clip((lum/(lum.mean()+1e-6))[:,:,None],.7,1.25) height=h;depth=.0012 if i<2 else (.008 if i==9 else .003) rough=np.clip(rough*.3+.56,.55,.94) if i==2: # 128 mm form boards, 512 mm tie grid. Height and albedo share masks. phase=(xx*16)%1;seam=np.exp(-((np.minimum(phase,1-phase))/.024)**2) grain=np.sin(xx*1800+np.sin(yy*18)*2)*.014+np.sin(xx*420)*.022 height=.62+.12*(h-.5)+grain-seam*.15 shade=.96+.045*np.sin(np.floor(xx*16)*4.71) holes=np.zeros_like(h) for a in [.125,.375,.625,.875]: for b in [.125,.375,.625,.875]: rad=np.sqrt((xx-a)**2+(yy-b)**2);holes=np.maximum(holes,np.clip((.008-rad)/.002,0,1)) height-=holes*.48;depth=.009;col*=shade[:,:,None]*(1-seam[:,:,None]*.06-holes[:,:,None]*.22) elif i in [3,4]: asset='rough_wood';raw=scan(asset,'BaseColor',n);rawh=scan(asset,'Height',n).mean(2) # Sample independent narrow grain strips; explicit 120 mm board + 8 mm gap. col=np.zeros_like(raw);height=np.zeros((n,n));width=n/8 for b in range(8): x0=round(b*width);x1=round((b+1)*width);src=(b*97)%750 strip=Image.fromarray(np.uint8(raw[:,src:src+180]*255)).resize((x1-x0,n)) lum=np.array(strip).mean(2)/255;lum=lum/(lum.mean()+1e-6) base=np.array([.39,.29,.20] if i==3 else [.080,.072,.063])*(.94+.10*np.sin(b*17)) col[:,x0:x1]=np.clip(lum[:,:,None],.5,1.5)*base height[:,x0:x1]=.86+np.clip(lum-.9,-.2,.2)*.08 phase=(xx*8)%1;edge=np.minimum(phase,1-phase);gap=np.clip((.03125-edge)/.007,0,1) col*=1-gap[:,:,None]*.87;height-=gap*.72;depth=.009;rough=np.zeros_like(height)+(.73 if i==3 else .85) else: base={5:[.19,.145,.105],6:[.10,.16,.18],7:[.105,.12,.13],8:[.49,.53,.55],11:[.79,.79,.75]}[i] noise=rng.normal(0,.002,(n,n));col=np.ones((n,n,3))*base+noise[:,:,None] rough=np.zeros((n,n))+{5:.28,6:.13,7:.37,8:.39,11:.48}[i];metal=1 if i in [5,7,8] else (.25 if i==6 else 0) col=periodic(col);height=periodic(height);rough=periodic(rough) norm=normal(height,depth,tile);orm=np.stack([np.ones_like(height),rough,np.ones_like(height)*metal],-1) folder=ROOT/'materials'/name;folder.mkdir(parents=True,exist_ok=True) for k,a in [('BaseColor',col),('Normal',norm),('ORM',orm)]:save(folder/(k+'.png'),a) spec={'tile_size_metres':tile,'resolution':n,'maps':{k:f'materials/{name}/{k}.png' for k in ['BaseColor','Normal','ORM']},'normal_convention':'OpenGL tangent +Y','ORM_channels':{'R':'occlusion','G':'roughness','B':'metallic'},'wrap':'REPEAT','color_space':{'BaseColor':'sRGB','Normal':'linear','ORM':'linear'},'base_color_mean':col.mean((0,1)).tolist(),'roughness_mean':float(rough.mean()),'metalness_mean':metal} if depth: save(folder/'Height.png',height,True);spec.update(height_map=f'materials/{name}/Height.png',height_encoding='16-bit grayscale',displacement_scale_metres=depth,displacement_bias_metres=-depth*.5,height_formula=f'outward_metres = (Height - 0.5) * {depth}') if i in [3,4]:spec.update(board_width_metres=.120,shadow_gap_metres=.008,grain_direction='+V',tile_boards=8) shelf[name]=spec (ROOT/'materials.json').write_text(json.dumps({'schema':'forge.material-shelf.v1','materials':shelf,'runtime_binding':'Bind by exact name; UV0 already divided by tile size. RepeatWrapping, flipY=false, BaseColor sRGB, Normal/ORM linear. roughness=metalness=1 with ORM. Multiply vertex COLOR_0 for planter grasses/soil; other vertices are white. Height for generated walls only; normal carries relief on atoms. Glass is deliberately opaque dark reflective glazing for closed buildings, not transmissive interior glass.','provenance':{'license':'CC0-1.0 for Poly Haven scans; authored profile masks and metal/paint swatches generated by this builder','sources':sources,'note':'Scan-derived adaptations, not measured larch species or measured architectural formwork.'}},indent=2)) print('MATERIALS_READY',len(shelf)) PY python3 prepare_materials.py > materials_build.log 2>&1" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 20585ms: hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "python3 - <<'PY' from pathlib import Path s=Path('../breton-atom-kit-v1/build_kit.py').read_text(); helpers=s[s.index('class Mesh:'):s.index('def slate(')] helpers=helpers.replace('self.smooth=[]','self.smooth=[];self.colors=[];self.color=(1,1,1,1)') helpers=helpers.replace('self.smooth.append(smooth)','self.smooth.append(smooth);self.colors.append(self.color)') helpers=helpers.replace(\"bm=bmesh.new();bm.from_mesh(me);bmesh.ops.recalc_face_normals\", \"color=me.color_attributes.new(name='Color',type='FLOAT_COLOR',domain='CORNER')\\n for p,c in zip(me.polygons,self.colors):\\n for li in p.loop_indices:color.data[li].color=c\\n bm=bmesh.new();bm.from_mesh(me);bmesh.ops.recalc_face_normals\") Path('geometry.py').write_text('''# Geometry helpers adapted from the read-only Breton atom builder. import bpy,bmesh,math from mathutils import Vector MATS=[] TILES=[] '''+helpers) PY cat > build_kit.py <<'PY' \"\"\"Modern architectural atoms. Blender 5.2 headless, deterministic Y-up source. blender -b --factory-startup --python-exit-code 1 --python build_kit.py External materials are prepared with prepare_materials.py. -- --preflight is tiny. \"\"\" import bpy,bmesh,math,json,sys,time,hashlib,struct,random from pathlib import Path from mathutils import Vector,Matrix ROOT=Path(__file__).resolve().parent sys.path.insert(0,str(ROOT)) import geometry as geo from geometry import Mesh,box,cyl,prism START=time.time();random.seed(2710) bpy.ops.object.select_all(action='SELECT');bpy.ops.object.delete(use_global=False) for m in list(bpy.data.materials):bpy.data.materials.remove(m) scene=bpy.context.scene;scene.render.engine='CYCLES';scene.cycles.samples=32;scene.cycles.use_denoising=True try: prefs=bpy.context.preferences.addons['cycles'].preferences;prefs.compute_device_type='OPTIX';prefs.get_devices() for d in prefs.devices:d.use=d.type"'!='"'CPU' scene.cycles.device='GPU' except Exception:scene.cycles.device='CPU' scene.unit_settings.system='METRIC';scene.view_settings.view_transform='AgX';scene.render.image_settings.file_format='PNG' shelf=json.loads((ROOT/'materials.json').read_text())['materials'];NAMES=list(shelf) for name,spec in shelf.items(): m=bpy.data.materials.new(name);m.use_nodes=True;m.diffuse_color=(*spec['base_color_mean'],1) bs=m.node_tree.nodes.get('Principled BSDF');bs.inputs['Base Color'].default_value=m.diffuse_color;bs.inputs['Roughness'].default_value=spec['roughness_mean'];bs.inputs['Metallic'].default_value=spec['metalness_mean'] geo.MATS.append(m);geo.TILES.append(spec['tile_size_metres']) R,RG,C,L,LC,B,G,S,Z,GR,P,D=range(12) LIMITS=dict(window_tall=2000,window_std=2000,window_ribbon_1m=600,ribbon_end_mullion=80,glazing_slider=2500,door_pivot=2500,shopfront_bay=2500,balcony_steel=3000,canopy_concrete=300,parapet_coping_1m=80,parapet_corner=100,roof_rail_1m=200,downpipe_square_1m=60,rainwater_head=200,downpipe_shoe=60,roof_skylight=400,roof_vent=200,planter_concrete=1500,bike_rack=400) OBJECTS=[];META={} def finish(g,origin='Bottom centre on facade outer plane; X horizontal, Y up, +Z outward.',opening=None,**extra): ob=g.finish();OBJECTS.append(ob);META[g.name]={'node_name':g.name,'origin_rule':origin,**extra} if opening:META[g.name]['opening']={'width':opening[0],'height':opening[1],'wall_thickness':.35,'bottom_center':[0,0,0],'meaning':'Assembler clear wall cutout. Frame/lining occupy its perimeter; visible glass is smaller.'} return ob def section(g,profile,a,b,mat,axis='x'): # Closed profile sweep, shared corners and no duplicated coincident faces. if axis=='x':vs=[(t,y,z) for t in [a,b] for y,z in profile] elif axis=='y':vs=[(x,t,z) for t in [a,b] for x,z in profile] n=len(profile);fs=[tuple(range(n-1,-1,-1)),tuple(range(n,n*2))]+[(i,(i+1)%n,(i+1)%n+n,i+n) for i in range(n)] g.add(vs,fs,mat) def sweep(g,points,r,mat,n=6): vs=[] for i,p in enumerate(points): t=Vector(points[min(i+1,len(points)-1)])-Vector(points[max(0,i-1)]) q=t.to_track_quat('Z','Y') vs.extend(Vector(p)+q@Vector((r*math.cos(j*math.tau/n),r*math.sin(j*math.tau/n),0)) for j in range(n)) fs=[tuple(range(n-1,-1,-1)),tuple(range(len(vs)-n,len(vs)))] for k in range(len(points)-1): for j in range(n):fs.append((k*n+j,k*n+(j+1)%n,(k+1)*n+(j+1)%n,(k+1)*n+j)) g.add(vs,fs,mat,True) def frame(g,w,h,z,th=.055,depth=.09,b=.002): for x in [-w/2+th/2,w/2-th/2]:box(g,(x,h/2,z),(th,h,depth),B,b) for y in [th/2,h-th/2]:box(g,(0,y,z),(w-2*th,th,depth),B,b) def reveal(g,w,h,sill=True): # Lining on all three reveals; front face is at z=0, back at -0.35. for x in [-w/2+.006,w/2-.006]:box(g,(x,h/2,-.175),(.012,h,.35),B,.001) box(g,(0,h-.006,-.175),(w-.024,.012,.35),B,.001) if sill: section(g,[(-.006,-.35),(-.006,.085),(-.026,.095),(-.044,.095),(-.044,.083),(-.025,.077),(-.018,-.35)],-w/2-.025,w/2+.025,B) def window(name,h,sill): g=Mesh(name);reveal(g,1.2,h);frame(g,1.2,h,-.245) # Recessed gasket, sash rebate, insulating glass and tilt-turn hardware. for x in [-.531,.531]:box(g,(x,h/2,-.202),(.018,h-.12,.018),S,.001) for y in [.07,h-.07]:box(g,(0,y,-.202),(1.044,.016,.018),S,.001) box(g,(0,h/2,-.228),(1.052,h-.14,.022),G,.001) for y in [.22,h-.22]:box(g,(-.55,y,-.184),(.02,.09,.027),B,.003) box(g,(.51,min(h*.52,1.1),-.158),(.018,.15,.025),B,.003) finish(g,opening=(1.2,h),sill_height_metres=sill,storey_rule='Same master on all storeys; never scale height.') window('window_tall',2.4,.10);window('window_std',1.5,.90) g=Mesh('window_ribbon_1m') for y in [.035,1.265]:box(g,(.5,y,-.235),(1,.07,.11),B,.002) box(g,(.025,.65,-.225),(.05,1.16,.13),B,.002) box(g,(.525,.65,-.245),(.95,1.16,.022),G,0) # Continuous folded aluminium sill and head lining, no end cap mullion. section(g,[(-.006,-.35),(-.006,.07),(-.023,.08),(-.035,.08),(-.035,.068),(-.018,-.35)],0,1,B) box(g,(.5,1.294,-.175),(1,.012,.35),B,0) finish(g,'Left edge of run, bottom on facade; X=0..1. Repeat at exactly 1 m.',opening=(1,1.3),joint_rule='Left mullion only, X=0..0.05. Close right run edge with ribbon_end_mullion at X=N. Cut continuous N x 1.30 m opening.') g=Mesh('ribbon_end_mullion');box(g,(-.025,.65,-.225),(.05,1.16,.13),B,.002);box(g,(-.006,.65,-.175),(.012,1.3,.35),B,0) finish(g,'Right edge of ribbon opening at X=N, Y=bottom. Mullion extends toward -X.',mate='window_ribbon_1m') g=Mesh('glazing_slider');reveal(g,2.8,2.4);frame(g,2.8,2.4,-.23,.055,.14) for x,z in [(-.655,-.19),(.655,-.27)]: for a in [-.655,.655]:box(g,(x+a,1.2,z),(.035,2.26,.048),B,.002) for y in [.09,2.31]:box(g,(x,y,z),(1.275,.038,.048),B,.002) box(g,(x,1.2,z-.013),(1.275,2.18,.016),G,0) for z in [-.17,-.25]:box(g,(0,.046,z),(2.67,.012,.016),S,.001) for x,z in [(-.04,-.145),(.04,-.22)]:box(g,(x,1.08,z),(.018,.24,.035),B,.003) finish(g,opening=(2.8,2.4),threshold_height_metres=.055,leaves='Two overlapping tracks with central interlock, fixed exported pose.') g=Mesh('door_pivot');reveal(g,1.2,2.4,False);frame(g,1.2,2.4,-.25,.045,.10) box(g,(0,.012,-.17),(1.11,.024,.36),B,.002) root=finish(g,opening=(1.2,2.4),pivot_axis='child door_leaf rotates local +Y; pivot inset 0.16 m from left leaf edge') g=Mesh('door_leaf');pivot=-.395 box(g,(-pivot,1.2,0),(1.105,2.29,.068),D,.004) # Flush perimeter edging and vertical bar bolted at two standoffs. for x in [-.544,.544]:box(g,(x-pivot,1.2,.035),(.012,2.28,.008),B,.001) for y in [.28,1.38]:cyl(g,(.39-pivot,y,.034),(.39-pivot,y,.091),.012,B,8) cyl(g,(.39-pivot,.22,.091),(.39-pivot,1.44,.091),.013,B,10) box(g,(.39-pivot,1.62,.04),(.04,.055,.012),B,.004) for y in [.047,2.353]:cyl(g,(0,y-.008,0),(0,y+.008,0),.025,S,8) leaf=g.finish();leaf.parent=root;leaf.location=(pivot,0,-.235);OBJECTS.append(leaf) g=Mesh('shopfront_bay') # Frameless panels: floor/head channels only, silicone vertical joints. for y in [.024,2.976]:box(g,(0,y,-.21),(3,.048,.085),B,.003) for x,w in [(-1.008,.946),(.491,1.988)]:box(g,(x,1.5,-.21),(w,2.884,.024),G,.001) box(g,(-.521,1.5,-.21),(.012,2.90,.029),S,0) for y in [.18,2.82]:box(g,(-1.446,y,-.178),(.085,.095,.044),B,.004) for x in [-.635,-.61]:cyl(g,(x,.95,-.147),(x,1.65,-.147),.011,B,8) for y in [1.01,1.59]:cyl(g,(-.623,y,-.21),(-.623,y,-.147),.010,B,6) box(g,(-1.0,.045,-.21),(.80,.032,.12),S,.002) finish(g,opening=(3,3),door_clear_width_metres=.946,door_position='Left third',note='Frameless glass with narrow head/floor channels and patch hinges; opaque reflective material.') g=Mesh('balcony_steel');box(g,(0,-.105,.70),(2.4,.21,1.4),C,.018) # Continuous fascia and anchor plates; slab top = storey floor. box(g,(0,-.047,1.406),(2.40,.09,.018),Z,.003) for x in [-1.14,1.14]: for z in [.10,1.32]: box(g,(x,.008,z),(.115,.016,.115),S,.003);box(g,(x,.555,z),(.04,1.1,.04),S,.002) for dx in [-.034,.034]:cyl(g,(x+dx,.016,z), (x+dx,.027,z),.007,Z,6) for y in [.14,1.105]: box(g,(0,y,1.32),(2.32,.035,.035),S,.002) for x in [-1.14,1.14]:box(g,(x,y,.71),(.035,.035,1.18),S,.002) for x in [(-1.04+i*.104) for i in range(21)]:box(g,(x,.62,1.32),(.016,.945,.016),S,0) for x in [-1.14,1.14]: for j in range(1,11):box(g,(x,.62,.10+j*.111),(.016,.945,.016),S,0) finish(g,'Wall centre at finished balcony floor; slab top Y=0; cantilever Z=0..1.4.',width_metres=2.4,depth_metres=1.4,railing_height_metres=1.1225,slab_thickness_metres=.21,railing_clear_spacing_max_metres=.095) g=Mesh('canopy_concrete') # Thin slab has a formed drip recess under its front edge. section(g,[(0,0),(0,1.4),(-.14,1.4),(-.14,1.32),(-.125,1.32),(-.125,1.30),(-.14,1.30),(-.14,0)],-1,1,C) finish(g,'Wall centre at canopy upper bearing plane; top Y=0; projects +Z.',width_metres=2,depth_metres=1.4,thickness_metres=.14) # Folded zinc section: 350 mm wall under a 410 mm cap, downturned drip hems. cap=[(.018,-.205),(.034,0),(.018,.205),(-.048,.205),(-.048,.192),(.006,.192),(.022,0),(.006,-.192),(-.048,-.192),(-.048,-.205)] g=Mesh('parapet_coping_1m');section(g,cap,0,1,Z) finish(g,'Start on parapet wall centreline at top; length X=0..1; wall Z=-.175..+.175.',length_metres=1,wall_thickness_metres=.35,joint_rule='Butt 1m runs; continuous folded cross-section. Corner atom has 0.5m legs.') g=Mesh('parapet_corner') # One continuous 90-degree mitered sweep; section offsets grow at diagonal miter. vs=[] for ring in range(3): for y,z in cap: vs.append(((-.5,y,z) if ring==0 else ((z,y,z) if ring==1 else (z,y,-.5)))) n=len(cap);fs=[tuple(range(n-1,-1,-1)),tuple(range(2*n,3*n))] for k in range(2): for j in range(n):fs.append((k*n+j,k*n+(j+1)%n,(k+1)*n+(j+1)%n,(k+1)*n+j)) g.add(vs,fs,Z) finish(g,'Outer 90-degree corner on intersecting wall centrelines; incoming -X, outgoing -Z.',leg_length_metres=.5,wall_thickness_metres=.35,joint_rule='Mate straight-run end at X=-.5; rotate outgoing run 90 degrees about Y, start at Z=-.5. Miter is continuous, no overlapping coplanar plates.') g=Mesh('roof_rail_1m') # Half-open repeating module: terminal post supplied by next module; final post is noted. for y in [.15,1.105]:box(g,(.5,y,.03),(1,.026,.032),S,0) box(g,(.018,.55,.03),(.036,1.1,.036),S,0) for j in range(1,10):box(g,(j*.1,.623,.03),(.012,.92,.012),S,0) box(g,(.035,.01,.03),(.07,.02,.10),S,0) finish(g,'Start of railing, finished deck Y=0; X=0..1.',length_metres=1,joint_rule='Left post belongs to this module. Close final end with an assembler-generated 36x1100x36 mm Steel_dark post at X=N-.018; top/bottom rails butt at exact metre.') g=Mesh('downpipe_square_1m') # Open square tube, capped annular rings at ends, 32 tris. outer=[(-.05,.025),(.05,.025),(.05,.125),(-.05,.125)];inner=[(-.045,.030),(.045,.030),(.045,.120),(-.045,.120)] vs=[(x,y,z) for y in [0,1] for ring in [outer,inner] for x,z in ring];fs=[] for j in range(4): k=(j+1)%4;fs.extend([(j,k,k+8,j+8),(4+k,4+j,12+j,12+k),(j,4+j,4+k,k),(8+k,12+k,12+j,8+j)]) g.add(vs,fs,Z);box(g,(0,.5,.075),(.112,.026,.112),Z,0);box(g,(0,.5,.013),(.035,.04,.026),S,0) finish(g,'Bottom on facade Z=0; tube Y=0..1, centre Z=.075.',length_metres=1,section_metres=.1,joint_rule='Stack at integer Y with matching open square ends; shoe inlet/head outlet share section and Z=.075.') g=Mesh('rainwater_head') # Open box collector with folded rim, outlet at Y=0 and hidden gutter inlet at back. for x in [-.15,.15]:box(g,(x,.19,.095),(.012,.38,.20),Z,0) box(g,(0,.19,.195),(.288,.38,.012),Z,.002) box(g,(0,.10,-.005),(.288,.20,.012),Z,0) for x in [-.101,.101]:box(g,(x,.006,.075),(.086,.012,.20),Z,0) for z in [.01,.15]:box(g,(0,.006,z),(.116,.012,.03),Z,0) for x in [-.15,.15]:box(g,(x,.381,.095),(.020,.015,.218),Z,0) box(g,(0,.381,.199),(.288,.015,.020),Z,0) finish(g,'Outlet bottom at Y=0, facade Z=0. Top Y=.389; pipe joins directly below.',joint_rule='Place at parapet; back upper opening accepts hidden gutter. Pipe top at head origin; 100mm outlet.') g=Mesh('downpipe_shoe') # Hollow bent square shoe: three annular rings, open outlet faces outward. vs=[] for y,z,ang in [(.24,.075,0),(.09,.075,0),(.012,.205,math.pi/3)]: for r in [.05,.045]: for x,t in [(-r,-r),(r,-r),(r,r),(-r,r)]:vs.append((x,y-t*math.sin(ang),z+t*math.cos(ang))) fs=[] for k in range(2): for j in range(4): jj=(j+1)%4;fs.extend([(k*8+j,k*8+jj,(k+1)*8+jj,(k+1)*8+j),(k*8+4+jj,k*8+4+j,(k+1)*8+4+j,(k+1)*8+4+jj)]) for j in range(4):jj=(j+1)%4;fs.extend([(j,jj,4+jj,4+j),(16+jj,16+j,20+j,20+jj)]) g.add(vs,fs,Z) finish(g,'Wall datum at shoe low outlet centre; inlet at Y=.24, Z=.075.',joint_rule='Pipe bottom joins inlet at Y=.24. Place shoe origin at least .06m above paving.') g=Mesh('roof_skylight') for x in [-.555,.555]:box(g,(x,.09,0),(.09,.18,1.2),Z,.006) for z in [-.555,.555]:box(g,(0,.09,z),(1.02,.18,.09),Z,.006) for x in [-.527,.527]:box(g,(x,.187,0),(.034,.024,1.09),S,0) for z in [-.527,.527]:box(g,(0,.187,z),(1.02,.024,.034),S,0) box(g,(0,.181,0),(1.02,.018,1.02),G,.002) finish(g,'Centre on finished roof; upstand starts Y=0.',size_metres=[1.2,.199,1.2],roof_cutout_metres=[1.02,1.02]) g=Mesh('roof_vent');box(g,(0,.015,0),(.36,.03,.36),Z,.005) cyl(g,(0,.03,0),(0,.34,0),.095,Z,10) for x in [-.09,.09]:box(g,(x,.36,0),(.018,.12,.018),S,0) cyl(g,(0,.385,0),(0,.455,0),.17,Z,10,r2=.065) finish(g,'Centre of flashing on roof Y=0.',height_metres=.455) g=Mesh('planter_concrete') box(g,(0,.055,0),(1.6,.11,.55),C,.012) for x in [-.76,.76]:box(g,(x,.32,0),(.08,.53,.55),C,.008) for z in [-.235,.235]:box(g,(0,.32,z),(1.44,.53,.08),C,.008) g.color=(.24,.19,.11,1);box(g,(0,.50,0),(1.44,.045,.39),GR,0) # Tapered closed triangular blades, bent under their own weight, varied seed. for j in range(155): x=random.uniform(-.67,.67);z=random.uniform(-.17,.17);h=random.uniform(.27,.75);lean=random.uniform(-.18,.18);leanZ=random.uniform(-.16,.16);w=random.uniform(.007,.018) g.color=random.choice([(.20,.27,.065,1),(.30,.35,.10,1),(.42,.40,.16,1),(.48,.45,.22,1)]) a=(x-w,.51,z);b=(x+w,.51,z);c=(x,.51,z+.004);tip=(x+lean,.51+h,z+leanZ) g.add([a,b,c,tip],[(0,1,2),(0,3,1),(1,3,2),(2,3,0)],D) finish(g,'Bottom centre on paving; long dimension X.',length_metres=1.6,planter_height_metres=.585,vegetation='155 deterministic closed tapered blades; COLOR_0 tints neutral Door_paint. No extra shelf names.') g=Mesh('bike_rack') for x in [-.55,0,.55]: points=[(x,0,-.34),(x,.62,-.34),(x,.74,-.29),(x,.79,-.18),(x,.79,.18),(x,.74,.29),(x,.62,.34),(x,0,.34)] sweep(g,points,.022,S,6) for z in [-.34,.34]:box(g,(x,.008,z),(.11,.016,.10),Z,0) finish(g,'Bottom centre on paving; three inverted-U stands across X.',size_metres=[1.21,.812,.78]) # Exact contracts, triangulated geometry and top-level identity transforms. bpy.context.view_layer.update();entries=[] for ob in OBJECTS: if ob.parent:continue children=[ob]+list(ob.children);pts=[o.matrix_local@v.co for o in children for v in o.data.vertices] tris=sum(len(o.data.polygons) for o in children) assert tris<=LIMITS[ob.name],(ob.name,tris,LIMITS[ob.name]) for o in children: assert all(math.isfinite(c) for v in o.data.vertices for c in v.co) assert all(p.area>1e-12 for p in o.data.polygons),(o.name,'zero-area') bm=bmesh.new();bm.from_mesh(o.data);assert all(e.is_manifold for e in bm.edges),(o.name,'open solid');bm.free() entry=META[ob.name];entry.update(triangles=tris,triangle_budget=LIMITS[ob.name],bounding_box={'min':[round(min(v[k] for v in pts),6) for k in range(3)],'max':[round(max(v[k] for v in pts),6) for k in range(3)]},materials=sorted(set(o.data.materials[p.material_index].name for o in children for p in o.data.polygons))) if ob.children:entry['children']=[{'node_name':leaf.name,'translation':list(leaf.location),'origin_rule':'Inset vertical pivot axis; rotate local Y.'}] entries.append(entry);print('ATOM',ob.name,tris,flush=True) assert len(entries)==19 bpy.ops.object.select_all(action='DESELECT') for o in OBJECTS:o.select_set(True) bpy.ops.export_scene.gltf(filepath=str(ROOT/'kit.glb'),export_format='GLB',use_selection=True,export_apply=True,export_yup=False,export_materials='EXPORT',export_texcoords=True,export_normals=True,export_tangents=True,export_cameras=False,export_lights=False) data=(ROOT/'kit.glb').read_bytes();ln=struct.unpack_from(' preflight.py <<'PY' import bpy from pathlib import Path R=Path(__file__).resolve().parent bpy.ops.object.select_all(action='SELECT');bpy.ops.object.delete(use_global=False) bpy.ops.mesh.primitive_cube_add();o=bpy.context.object m=bpy.data.materials.new('probe');m.use_nodes=True;o.data.materials.append(m) im=bpy.data.images.new('probe',width=16,height=16);tex=m.node_tree.nodes.new('ShaderNodeTexImage');tex.image=im;m.node_tree.nodes.active=tex s=bpy.context.scene;s.render.engine='CYCLES';s.cycles.samples=1 prefs=bpy.context.preferences.addons['cycles'].preferences;prefs.compute_device_type='OPTIX';prefs.get_devices() for d in prefs.devices:d.use=d.type"'!='"'CPU' s.cycles.device='GPU';bpy.ops.object.bake(type='DIFFUSE',pass_filter={'COLOR'}) bpy.ops.export_scene.gltf(filepath=str(R/'preflight.glb'),export_format='GLB',use_selection=True,export_yup=False) bpy.ops.object.select_all(action='SELECT');bpy.ops.object.delete(use_global=False);bpy.ops.import_scene.gltf(filepath=str(R/'preflight.glb')) bpy.ops.object.camera_add(location=(4,-6,3));s.camera=bpy.context.object;s.camera.rotation_euler=(-s.camera.location).to_track_quat('-Z','Y').to_euler();s.world.color=(.5,.5,.5) s.render.resolution_x=64;s.render.resolution_y=64;s.render.resolution_percentage=100;s.render.filepath=str(R/'preflight.png');bpy.ops.render.render(write_still=True) print('PREFLIGHT_OK') PY rsync -az --exclude astra.log --exclude viewer --exclude sheet.png ./ root@5.9.10.114:/root/fal-author/modern-atom-kit-v1/ ssh root@5.9.10.114 '/root/blender-spike/blender-5.2.0-linux-x64/blender -b --factory-startup --python-exit-code 1 --python /root/fal-author/modern-atom-kit-v1/preflight.py > /root/fal-author/modern-atom-kit-v1/preflight.log 2>&1 && tail -3 /root/fal-author/modern-atom-kit-v1/preflight.log'" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 2986ms: PREFLIGHT_OK Blender quit hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "rg --files viewer/lib/jsm | head -20; ls -lh materials/*/* | tail -3; date -u '+%H:%M:%S'" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: viewer/lib/jsm/utils/SkeletonUtils.js viewer/lib/jsm/utils/BufferGeometryUtils.js viewer/lib/jsm/loaders/GLTFLoader.js viewer/lib/jsm/controls/OrbitControls.js viewer/lib/jsm/libs/meshopt_decoder.module.js -rw-rw-r-- 1 claude-agent claude-agent 45K Oct 7 23:02 materials/Zinc_coping/BaseColor.png -rw-rw-r-- 1 claude-agent claude-agent 758 Oct 7 23:02 materials/Zinc_coping/Normal.png -rw-rw-r-- 1 claude-agent claude-agent 759 Oct 7 23:02 materials/Zinc_coping/ORM.png 23:05:42 hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "ssh root@5.9.10.114 '/root/blender-spike/blender-5.2.0-linux-x64/blender -b --factory-startup --python-exit-code 1 --python /root/fal-author/modern-atom-kit-v1/build_kit.py > /root/fal-author/modern-atom-kit-v1/build.log 2>&1; tail -12 /root/fal-author/modern-atom-kit-v1/build.log'" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "cat > viewer/index.html <<'HTML' <"'!doctype html>Modern / construction atoms

Modern / construction atoms

19 masters · 12 shared materials · metres

Drag to orbit · Scroll to zoom · Wall datum +Z outward / Y up
HTML rsync -az root@5.9.10.114:/root/fal-author/modern-atom-kit-v1/preflight.glb . python3 -m http.server 18766 > server.log 2>&1" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "python3 - <<'PY' import asyncio from playwright.async_api import async_playwright async def run(): async with async_playwright() as p: b=await p.chromium.launch(headless=True,args=['--no-sandbox','--use-angle=swiftshader','--enable-unsafe-swiftshader']);page=await b.new_page(viewport={'width':640,'height':480});page.on('pageerror',lambda e:print('ERROR',e));await page.goto('http://127.0.0.1:18766/viewer/?preflight');await page.wait_for_function('window.__KIT_QA__?.ready');await page.screenshot(path='preflight_runtime.png');await b.close();print('RUNTIME_PREFLIGHT_OK') asyncio.run(run()) PY" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 7390ms: RUNTIME_PREFLIGHT_OK hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "ssh root@5.9.10.114 'tail -8 /root/fal-author/modern-atom-kit-v1/build.log'; ls -l preflight_runtime.png" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 431ms: 00:12.274 render | Saved: '/root/fal-author/modern-atom-kit-v1/cards/ribbon_end_mullion.png' 00:13.324 render | Saved: '/root/fal-author/modern-atom-kit-v1/cards/roof_rail_1m.png' 00:14.320 render | Saved: '/root/fal-author/modern-atom-kit-v1/cards/roof_skylight.png' 00:15.314 render | Saved: '/root/fal-author/modern-atom-kit-v1/cards/roof_vent.png' 00:16.312 render | Saved: '/root/fal-author/modern-atom-kit-v1/cards/shopfront_bay.png' 00:17.352 render | Saved: '/root/fal-author/modern-atom-kit-v1/cards/window_ribbon_1m.png' 00:18.373 render | Saved: '/root/fal-author/modern-atom-kit-v1/cards/window_std.png' 00:19.414 render | Saved: '/root/fal-author/modern-atom-kit-v1/cards/window_tall.png' -rw-rw-r-- 1 claude-agent claude-agent 20472 Oct 7 23:06 preflight_runtime.png succeeded in 47695ms: 00:18.373 render | Saved: '/root/fal-author/modern-atom-kit-v1/cards/window_std.png' 00:19.414 render | Saved: '/root/fal-author/modern-atom-kit-v1/cards/window_tall.png' 00:24.981 render | Saved: '/root/fal-author/modern-atom-kit-v1/details_openings.png' 00:30.415 render | Saved: '/root/fal-author/modern-atom-kit-v1/details_exterior.png' 00:35.967 render | Saved: '/root/fal-author/modern-atom-kit-v1/details_roof.png' /root/fal-author/modern-atom-kit-v1/build_kit.py:293: DeprecationWarning: 'Material.use_nodes' is expected to be removed in Blender 6.0 cm=bpy.data.materials.new('CLAY');cm.use_nodes=True;cm.node_tree.nodes.get('Principled BSDF').inputs['Base Color'].default_value=(.36,.36,.36,1);scene.view_layers[0].material_override=cm 00:41.504 render | Saved: '/root/fal-author/modern-atom-kit-v1/clay_check.png' 00:47.122 render | Saved: '/root/fal-author/modern-atom-kit-v1/reverse_check.png' BUILD_COMPLETE 7084 1037288 seconds 46.84 Blender quit hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "cat > make_sheets.py <<'PY' from PIL import Image,ImageDraw,ImageFont from pathlib import Path import json R=Path(__file__).resolve().parent font='/usr/share/fonts/truetype/dejavu/DejaVuSans.ttf' f=lambda n:ImageFont.truetype(font,n) kit=json.loads((R/'kit.json').read_text());out=Image.new('RGB',(2400,1890),'#e6e7e3');d=ImageDraw.Draw(out) d.text((54,34),'MODERN / CONSTRUCTION ATOMS',font=f(38),fill='#25382f');d.text((56,91),'Contemporary European residential architecture / 19 masters / metres',font=f(22),fill='#5f6b63') for i,a in enumerate(kit['atoms']): x=44+i%5*465;y=155+i//5*420 im=Image.open(R/'cards'/(a['node_name']+'.png')).convert('RGB');im=im.resize((450,340),Image.Resampling.LANCZOS);out.paste(im,(x,y)) d.text((x+10,y+349),a['node_name'],font=f(21),fill='#23392e');d.text((x+10,y+380),str(a['triangles'])+' / '+str(a['triangle_budget'])+' triangles',font=f(17),fill='#63716a') x=44+4*465;y=155+3*420 d.text((x+18,y+36),'ASSEMBLY CONTRACT',font=f(22),fill='#23392e') for j,line in enumerate(['Y up · +Z outward','0.35 m generated walls','3.00 m storey grid','Same tall window each storey','External PBR material shelf','Identity-transform GLB masters']):d.text((x+18,y+91+j*37),line,font=f(19),fill='#63716a') d.text((55,1840),f\"{kit['total_triangles']:,} triangles total · Every atom under budget · Source and joint rules included\",font=f(21),fill='#4a5d52');out.save(R/'kit_sheet.png') shelf=json.loads((R/'materials.json').read_text())['materials'];out=Image.new('RGB',(1900,1530),'#e6e7e3');d=ImageDraw.Draw(out);d.text((40,24),'MATERIAL SHELF / METRE-SCALE PBR',font=f(35),fill='#25382f') for i,(name,spec) in enumerate(shelf.items()): x=35+i%4*470;y=100+i//4*465 im=Image.open(R/spec['maps']['BaseColor']).resize((440,370),Image.Resampling.LANCZOS);out.paste(im,(x,y));d.text((x,y+382),name,font=f(22),fill='#23392e');d.text((x,y+417),f\"{spec['tile_size_metres']} m repeat · {spec['resolution']} px\"+(' · Height' if 'height_map' in spec else ''),font=f(18),fill='#63716a') out.save(R/'material_sheet.png') PY rsync -az --exclude '*.py' --exclude materials --exclude textures --exclude '*.log' --exclude WORK.md root@5.9.10.114:/root/fal-author/modern-atom-kit-v1/ ./ python3 make_sheets.py python3 /home/claude-agent/.agents/skills/blender-game-assets/scripts/audit_glb.py \""'$PWD/kit.glb" --strict > audit.json cat > browser_check.py <<'"'PY' import asyncio,json,time from pathlib import Path from playwright.async_api import async_playwright async def main(): async with async_playwright() as p: browser=await p.chromium.launch(headless=True,args=['--no-sandbox','--use-angle=swiftshader','--enable-unsafe-swiftshader']) page=await browser.new_page(viewport={'width':1920,'height':1080},device_scale_factor=1) errors=[];page.on('pageerror',lambda e:errors.append(str(e))) await page.goto('http://127.0.0.1:18766/viewer/') await page.wait_for_function('window.__KIT_QA__?.ready',timeout=90000) results={} for view in ['all','window_tall','balcony_steel','joints','shelf']: await page.evaluate('(v)=>window.kitView(v)',view);await page.wait_for_timeout(800);await page.screenshot(path='runtime_'+view+'.png');results[view]=await page.evaluate('window.kitMetrics()') qa=await page.evaluate('window.__KIT_QA__');qa.update(errors=errors,views=results,backend_note='Chromium SwiftShader software WebGL; counters are measured, frame time is not a hardware benchmark.') Path('runtime_check.json').write_text(json.dumps(qa,indent=2));print(json.dumps(qa));await browser.close() asyncio.run(main()) PY python3 browser_check.py > browser.log 2>&1" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'cat audit.json; cat browser.log; ls -lh kit.glb kit_source.blend' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: { "file": "kit.glb", "sha256": "df01fab4cdf1cc586cda95ac7645722c2e366c674816c7770d7cd329155d34f8", "bytes": 1037288, "primitive_count": 40, "material_count": 7, "embedded_images": 0, "external_uris": [], "primitives": [ { "mesh": "balcony_steel", "primitive": 0, "triangles": 44, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "balcony_steel", "primitive": 1, "triangles": 1108, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "balcony_steel", "primitive": 2, "triangles": 204, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "bike_rack", "primitive": 0, "triangles": 276, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "bike_rack", "primitive": 1, "triangles": 72, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "canopy_concrete", "primitive": 0, "triangles": 28, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "door_leaf", "primitive": 0, "triangles": 224, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "door_leaf", "primitive": 1, "triangles": 56, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "door_leaf", "primitive": 2, "triangles": 44, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "door_pivot", "primitive": 0, "triangles": 352, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "downpipe_shoe", "primitive": 0, "triangles": 48, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "downpipe_square_1m", "primitive": 0, "triangles": 12, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "downpipe_square_1m", "primitive": 1, "triangles": 44, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "glazing_slider", "primitive": 0, "triangles": 772, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "glazing_slider", "primitive": 1, "triangles": 24, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "glazing_slider", "primitive": 2, "triangles": 88, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "parapet_coping_1m", "primitive": 0, "triangles": 36, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "parapet_corner", "primitive": 0, "triangles": 56, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "planter_concrete", "primitive": 0, "triangles": 220, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "planter_concrete", "primitive": 1, "triangles": 12, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "planter_concrete", "primitive": 2, "triangles": 620, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "rainwater_head", "primitive": 0, "triangles": 164, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "ribbon_end_mullion", "primitive": 0, "triangles": 56, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "roof_rail_1m", "primitive": 0, "triangles": 156, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "roof_skylight", "primitive": 0, "triangles": 44, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "roof_skylight", "primitive": 1, "triangles": 48, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "roof_skylight", "primitive": 2, "triangles": 176, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "roof_vent", "primitive": 0, "triangles": 24, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "roof_vent", "primitive": 1, "triangles": 116, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "shopfront_bay", "primitive": 0, "triangles": 272, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "shopfront_bay", "primitive": 1, "triangles": 88, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "shopfront_bay", "primitive": 2, "triangles": 56, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "window_ribbon_1m", "primitive": 0, "triangles": 164, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "window_ribbon_1m", "primitive": 1, "triangles": 12, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "window_std", "primitive": 0, "triangles": 464, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "window_std", "primitive": 1, "triangles": 44, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "window_std", "primitive": 2, "triangles": 176, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "window_tall", "primitive": 0, "triangles": 464, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "window_tall", "primitive": 1, "triangles": 44, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 }, { "mesh": "window_tall", "primitive": 2, "triangles": 176, "zero_area_triangles": 0, "nonfinite_attribute_components": 0 } ], "duplicate_primitives": [], "note": "Mesh-local counts, before node transforms/instances. Degenerate threshold: cross-product magnitude < 1e-12 in asset units squared. Not a source-topology or visual-quality verdict.", "triangles": 7084, "zero_area_triangles": 0, "nonfinite_attribute_components": 0, "findings": [] } -rw-r--r-- 1 claude-agent claude-agent 1013K Oct 7 23:06 kit.glb -rw-r--r-- 1 claude-agent claude-agent 253K Oct 7 23:06 kit_source.blend hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "python3 - <<'PY' import struct,json b=open('kit.glb','rb').read();d=json.loads(b[20:20+struct.unpack_from(' critic_revision1.md 2> critic_revision1.log" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 exited 1 in 2378ms: succeeded in 76843ms: hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'cat runtime_check.json 2>/dev/null; cat browser.log; cat critic_revision1.log' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: { "ready": true, "atoms": [ "balcony_steel", "bike_rack", "canopy_concrete", "door_pivot", "downpipe_shoe", "downpipe_square_1m", "glazing_slider", "parapet_coping_1m", "parapet_corner", "planter_concrete", "rainwater_head", "ribbon_end_mullion", "roof_rail_1m", "roof_skylight", "roof_vent", "shopfront_bay", "window_ribbon_1m", "window_std", "window_tall" ], "materialNames": [ "Render_white", "Render_grey", "Concrete_boardmarked", "Larch_cladding", "Larch_cladding_charred", "Bronze_aluminium", "Glass_clear", "Steel_dark", "Zinc_coping", "Roof_gravel", "Paving_concrete", "Door_paint" ], "embeddedTextures": 0, "renderer": "WebKit WebGL", "errors": [], "views": { "all": { "frame": 79, "calls": 41, "triangles": 7086, "points": 0, "lines": 0, "textures": 26, "geometries": 58 }, "window_tall": { "frame": 111, "calls": 4, "triangles": 686, "points": 0, "lines": 0, "textures": 26, "geometries": 58 }, "balcony_steel": { "frame": 140, "calls": 4, "triangles": 1358, "points": 0, "lines": 0, "textures": 26, "geometries": 58 }, "joints": { "frame": 167, "calls": 17, "triangles": 1038, "points": 0, "lines": 0, "textures": 26, "geometries": 58 }, "shelf": { "frame": 191, "calls": 13, "triangles": 146, "points": 0, "lines": 0, "textures": 41, "geometries": 70 } }, "backend_note": "Chromium SwiftShader software WebGL; counters are measured, frame time is not a hardware benchmark." }{"ready": true, "atoms": ["balcony_steel", "bike_rack", "canopy_concrete", "door_pivot", "downpipe_shoe", "downpipe_square_1m", "glazing_slider", "parapet_coping_1m", "parapet_corner", "planter_concrete", "rainwater_head", "ribbon_end_mullion", "roof_rail_1m", "roof_skylight", "roof_vent", "shopfront_bay", "window_ribbon_1m", "window_std", "window_tall"], "materialNames": ["Render_white", "Render_grey", "Concrete_boardmarked", "Larch_cladding", "Larch_cladding_charred", "Bronze_aluminium", "Glass_clear", "Steel_dark", "Zinc_coping", "Roof_gravel", "Paving_concrete", "Door_paint"], "embeddedTextures": 0, "renderer": "WebKit WebGL", "errors": [], "views": {"all": {"frame": 79, "calls": 41, "triangles": 7086, "points": 0, "lines": 0, "textures": 26, "geometries": 58}, "window_tall": {"frame": 111, "calls": 4, "triangles": 686, "points": 0, "lines": 0, "textures": 26, "geometries": 58}, "balcony_steel": {"frame": 140, "calls": 4, "triangles": 1358, "points": 0, "lines": 0, "textures": 26, "geometries": 58}, "joints": {"frame": 167, "calls": 17, "triangles": 1038, "points": 0, "lines": 0, "textures": 26, "geometries": 58}, "shelf": {"frame": 191, "calls": 13, "triangles": 146, "points": 0, "lines": 0, "textures": 41, "geometries": 70}}, "backend_note": "Chromium SwiftShader software WebGL; counters are measured, frame time is not a hardware benchmark."} Error: Input must be provided either through stdin or as a prompt argument when using --print exited 143 in 144004ms: hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "timeout 180 claude-lean --model sonnet --effort medium -p 'You are the independent visual critic for an architectural atom kit. Read-only. Open actual images using Read from /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1/: sheet.png (reference), revision1_kit_sheet.png, revision1_material_sheet.png, clay_check.png, runtime_all.png. At most five findings with evidence and measurable acceptance conditions. First revision. 19 reusable atoms, not a whole house. Known fixes in progress: grass COLOR_0 tint lost, timber too rustic, browser glass too dark. Assess geometry, material style and visible assembly issues. Return PASS or REVISE with limits. Do not edit or delegate.' --tools Read > critic_revision1.md 2> critic_revision1.log" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "python3 - <<'PY' p='build_kit.py';s=open(p).read().replace(\"export_materials='EXPORT',export_texcoords=True\", \"export_materials='EXPORT',export_vertex_color='NAME',export_vertex_color_name='Color',export_all_vertex_colors=False,export_texcoords=True\") s=s.replace(\"box(g,(0,.5,.075),(.112,.026,.112),Z,0)\",\"box(g,(0,.5,.127),(.112,.026,.008),Z,0)\") open(p,'w').write(s) p='prepare_materials.py';s=open(p).read().replace(\"raw[:,src:src+180]\",\"raw[110:465,src:src+90]\") s=s.replace(\"[.39,.29,.20] if i==3 else [.080,.072,.063]\",\"[.46,.39,.31] if i==3 else [.10,.09,.08]\") s=s.replace(\"np.clip(lum[:,:,None],.5,1.5)*base\",\"np.clip(.55+.45*lum[:,:,None],.88,1.12)*base\") s=s.replace(\"6:[.10,.16,.18]\",\"6:[.26,.32,.34]\").replace(\"6:.13\",\"6:.10\").replace(\"(.25 if i==6 else 0)\",\"(.40 if i==6 else 0)\") # Concrete albedo: reduce broad scan stains and board joints increase profile control. s=s.replace(\"shade=.96+.045*np.sin(np.floor(xx*16)*4.71)\",\"shade=.97+.035*np.sin(np.floor(xx*16)*4.71)\\n col=base[None,None,:]*(.72+.28*np.clip((lum/lum.mean())[:,:,None],.7,1.25))\") open(p,'w').write(s) PY python3 prepare_materials.py > materials_build.log 2>&1 rsync -az build_kit.py geometry.py materials.json materials/ root@5.9.10.114:/root/fal-author/modern-atom-kit-v1/" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "sed -n '1,220p' ../breton-atom-kit-v1/uv_check.py; cat critic_revision1.log; cat critic_revision1.md" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: import json,struct,numpy as np b=open('kit.glb','rb').read();n=struct.unpack_from(' /root/fal-author/modern-atom-kit-v1/build.log 2>&1; tail -3 /root/fal-author/modern-atom-kit-v1/build.log'" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'cp ../breton-atom-kit-v1/uv_check.py uv_check.py; cat critic_revision1.md; cat critic_revision1.log; du -sh materials' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: **REVISE** The geometry set is mostly sound. Four visible problems remain, and two of them overlap with your known fixes. 1. **Frames are too heavy and too dark (`window_tall`, `window_std`, `window_ribbon_1m`, `glazing_slider`, `door_pivot`).** - Evidence: in `revision1_kit_sheet.png` the frames read near-black with a thick deep reveal and hood. The reference (`sheet.png`) has thin dark-bronze frames on white render. - Evidence: the clay check shows the head hood and reveal projecting about as deep as the sash is wide. - Evidence: `Bronze_aluminium` is near black-brown. - Accept: visible frame face is at most 70 mm. Reveal depth is 100–150 mm. Bronze albedo is lighter, with mid-luminance around 0.12–0.18. Frames read bronze rather than black against `Render_white`. 2. **Glass is too dark and opaque (known fix).** - Evidence: `Glass_clear` is about #1a2830, and `shopfront_bay` is a solid navy slab with no mullion or frame read. - Evidence: in `runtime_all.png` the glass is nearly black. - Accept: glass albedo is lighter than 0.25 luminance or alpha is below 0.5. In the browser, the sill and interior depth are visible through the pane. The shopfront shows frame lines at its edges and at the door split. 3. **Timber is too rustic (known fix).** - Evidence: `Larch_cladding` has wide, knotty, cracked boards in saturated brown. The reference shows narrow (about 60–100 mm), straight-grain, low-contrast grey-brown battens with shadow gaps. - Accept: board pitch is at most 100 mm. There are no visible knots or splits at 1 m. Saturation is lower. Gap lines are regular. The charred variant also follows this. 4. **Planter grass is a white spiky tuft (known fix: lost COLOR_0 tint).** - Evidence: in the kit sheet, `planter_concrete` has pale white-grey spikes. In runtime it is the same. - Accept: grass renders green, or mid-grey-green, in both the sheet and the browser. The blades are shorter and not spiky. 5. **Small assembly and finish issues.** - **Metal colour:** `parapet_coping_1m`, `parapet_corner`, `downpipe_square_1m`, `rainwater_head` and `downpipe_shoe` are all the same pale blue-grey metal. The reference downpipe is a round grey pipe against white render. The join between the two segments of the downpipe also shows a visible seam step. - **Scale:** in `runtime_all.png` several atoms are tiny and undifferentiated: `ribbon_end_mullion`, `downpipe_shoe`, `rainwater_head`, `roof_vent`. - Accept: - Downpipe and coping share one metal that visibly matches the reference grey, with no seam step greater than 2 mm. - A scale bar or a single-assembly view in the viewer shows the atoms at believable relative size. - `parapet_corner` has a clean mitre with no visible fold line. **What passes:** all 19 atoms are present and under their triangle budgets (7,084 total). Balcony, canopy, bike rack and roof rail read clearly as what they are. The concrete and render textures are plausible. **Limits for the next pass:** fix 1–4, then give 5 a light touch. Don't add atoms or change the contract. 19M materials succeeded in 49910ms: BUILD_COMPLETE 7108 970612 seconds 46.8 Blender quit context compacted hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'ls -1' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: PROMPT.txt STYLE.md WORK.md __pycache__ astra.log audit.json browser.log browser_check.py build_evidence.json build_kit.py build_kit_revision1.py cards clay_check.png critic_revision1.log critic_revision1.md details_exterior.png details_openings.png details_roof.png geometry.py kit.glb kit.json kit_sheet.png kit_source.blend make_sheets.py material_sheet.png materials materials.json materials_build.log nbpro.log preflight.glb preflight.png preflight.py preflight_runtime.png prepare_materials.py prepare_materials_revision1.py reverse_check.png revision1_kit_sheet.png revision1_material_sheet.png runtime_all.png runtime_balcony_steel.png runtime_check.json runtime_joints.png runtime_shelf.png runtime_window_tall.png server.log sheet.png started.txt textures uv_check.py viewer codex The kit now has all 19 parts, with every part below its triangle limit. I’m checking the exported assets in a browser and refining the material presentation, including the timber finish and planter grasses. hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'rsync -az root@5.9.10.114:/root/fal-author/modern-atom-kit-v1/{kit.glb,kit.json,build_evidence.json,kit_source.blend,details_openings.png,details_exterior.png,details_roof.png,clay_check.png,reverse_check.png} .' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 1264ms: hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'rsync -az root@5.9.10.114:/root/fal-author/modern-atom-kit-v1/cards/ cards/' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 985ms: hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "sed -n '1,240p' viewer/index.html" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: Modern / construction atoms

Modern / construction atoms

19 masters · 12 shared materials · metres

Drag to orbit · Scroll to zoom · Wall datum +Z outward / Y up
hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'python3 make_sheets.py' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 3419ms: hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'python3 uv_check.py' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 45ms: 4.144385457038879e-06 hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc 'cat browser_check.py; head -55 kit.json; cat WORK.md' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: import asyncio,json,time from pathlib import Path from playwright.async_api import async_playwright async def main(): async with async_playwright() as p: browser=await p.chromium.launch(headless=True,args=['--no-sandbox','--use-angle=swiftshader','--enable-unsafe-swiftshader']) page=await browser.new_page(viewport={'width':1920,'height':1080},device_scale_factor=1) errors=[];page.on('pageerror',lambda e:errors.append(str(e))) await page.goto('http://127.0.0.1:18766/viewer/') await page.wait_for_function('window.__KIT_QA__?.ready',timeout=90000) results={} for view in ['all','window_tall','balcony_steel','joints','shelf']: await page.evaluate('(v)=>window.kitView(v)',view);await page.wait_for_timeout(800);await page.screenshot(path='runtime_'+view+'.png');results[view]=await page.evaluate('window.kitMetrics()') qa=await page.evaluate('window.__KIT_QA__');qa.update(errors=errors,views=results,backend_note='Chromium SwiftShader software WebGL; counters are measured, frame time is not a hardware benchmark.') Path('runtime_check.json').write_text(json.dumps(qa,indent=2));print(json.dumps(qa));await browser.close() asyncio.run(main()) { "schema": "forge.atom-kit.v1", "units": "metres", "up": "+Y", "facade_outward": "+Z", "facade_horizontal": "+X", "wall_thickness_metres": 0.35, "storey_height_metres": 3, "uv_rule": "UV0 = orthonormal surface metres / shelf tile_size_metres. Do not repeat/divide again. Global facade U,V for generated walls. All masters have identity transforms.", "atoms": [ { "node_name": "window_tall", "origin_rule": "Bottom centre on facade outer plane; X horizontal, Y up, +Z outward.", "sill_height_metres": 0.1, "storey_rule": "Same master on all storeys; never scale height.", "opening": { "width": 1.2, "height": 2.4, "wall_thickness": 0.35, "bottom_center": [ 0, 0, 0 ], "meaning": "Assembler clear wall cutout. Frame/lining occupy its perimeter; visible glass is smaller." }, "triangles": 684, "triangle_budget": 2000, "bounding_box": { "min": [ -0.625, -0.044, -0.35 ], "max": [ 0.625, 2.4, 0.095 ] }, "materials": [ "Bronze_aluminium", "Glass_clear", "Steel_dark" ] }, { "node_name": "window_std", "origin_rule": "Bottom centre on facade outer plane; X horizontal, Y up, +Z outward.", "sill_height_metres": 0.9, "storey_rule": "Same master on all storeys; never scale height.", "opening": { "width": 1.2, "height": 1.5, "wall_thickness": 0.35, # Modern atom kit Started 2026-10-08 01:00 CEST; checkpoint ceiling 04:00 CEST. Scope: 19 identity-transform Y-up masters, external 12-name material shelf, GLB + manifest + reproducible builder + contact sheets + browser inspector. Reference: sheet.png; read-only Breton kit establishes delivery conventions. Cameras: common-scale catalog; glazing/reveals close-up; roof/drainage; rear reveal; clay; actual Three.js overview and selected detail. Budgets: user's per-atom triangle ceilings are hard gates. Shelf <= 32 MiB PNG download, <= 160 MiB decoded with mips. Geometry <= 1 MiB GLB. Keep one primitive per used material per rigid assembly; moving door separate. Three revisions maximum, two independent visual critiques per revision. No integration into a game is requested; delivery status is review-only. hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "rg -n 'Color|vertex|color_attributes|planter' build_kit.py geometry.py; cat uv_check.py | head -65; cat materials.json | head -65" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: build_kit.py:25: bs=m.node_tree.nodes.get('Principled BSDF');bs.inputs['Base Color'].default_value=m.diffuse_color;bs.inputs['Roughness'].default_value=spec['roughness_mean'];bs.inputs['Metallic'].default_value=spec['metalness_mean'] build_kit.py:28:LIMITS=dict(window_tall=2000,window_std=2000,window_ribbon_1m=600,ribbon_end_mullion=80,glazing_slider=2500,door_pivot=2500,shopfront_bay=2500,balcony_steel=3000,canopy_concrete=300,parapet_coping_1m=80,parapet_corner=100,roof_rail_1m=200,downpipe_square_1m=60,rainwater_head=200,downpipe_shoe=60,roof_skylight=400,roof_vent=200,planter_concrete=1500,bike_rack=400) build_kit.py:197:g=Mesh('planter_concrete') build_kit.py:208:finish(g,'Bottom centre on paving; long dimension X.',length_metres=1.6,planter_height_metres=.585,vegetation='155 deterministic closed tapered blades; COLOR_0 tints neutral Door_paint. No extra shelf names.') build_kit.py:233:bpy.ops.export_scene.gltf(filepath=str(ROOT/'kit.glb'),export_format='GLB',use_selection=True,export_apply=True,export_yup=False,export_materials='EXPORT',export_vertex_color='NAME',export_vertex_color_name='Color',export_all_vertex_colors=False,export_texcoords=True,export_normals=True,export_tangents=True,export_cameras=False,export_lights=False) build_kit.py:250: for kind in ['BaseColor','Normal','ORM']: build_kit.py:251: tex=nt.nodes.new('ShaderNodeTexImage');tex.image=bpy.data.images.load(str(ROOT/spec['maps'][kind]),check_existing=True);tex.image.colorspace_settings.name='sRGB' if kind=='BaseColor' else 'Non-Color';tex.extension='REPEAT' build_kit.py:252: if kind=='BaseColor': build_kit.py:253: attr=nt.nodes.new('ShaderNodeVertexColor');attr.layer_name='Color';mul=nt.nodes.new('ShaderNodeMixRGB');mul.blend_type='MULTIPLY';mul.inputs[0].default_value=1;nt.links.new(tex.outputs['Color'],mul.inputs[1]);nt.links.new(attr.outputs['Color'],mul.inputs[2]);nt.links.new(mul.outputs[0],bs.inputs['Base Color']) build_kit.py:255: nn=nt.nodes.new('ShaderNodeNormalMap');nt.links.new(tex.outputs[0],nn.inputs['Color']);nt.links.new(nn.outputs[0],bs.inputs['Normal']) build_kit.py:257: sep=nt.nodes.new('ShaderNodeSeparateColor');nt.links.new(tex.outputs[0],sep.inputs[0]);nt.links.new(sep.outputs['Green'],bs.inputs['Roughness']);nt.links.new(sep.outputs['Blue'],bs.inputs['Metallic']) build_kit.py:262:mat=bpy.data.materials.new('STUDIO');mat.use_nodes=True;mat.node_tree.nodes.get('Principled BSDF').inputs['Base Color'].default_value=(.60,.61,.60,1);mat.node_tree.nodes.get('Principled BSDF').inputs['Roughness'].default_value=.85;floor.data.materials.append(mat) build_kit.py:293: cm=bpy.data.materials.new('CLAY');cm.use_nodes=True;cm.node_tree.nodes.get('Principled BSDF').inputs['Base Color'].default_value=(.36,.36,.36,1);scene.view_layers[0].material_override=cm build_kit.py:296:sheet(['balcony_steel','canopy_concrete','roof_rail_1m','planter_concrete','bike_rack'],'details_exterior.png') geometry.py:28: color=me.color_attributes.new(name='Color',type='FLOAT_COLOR',domain='CORNER') import json,struct,numpy as np b=open('kit.glb','rb').read();n=struct.unpack_from(' browser.log 2>&1' in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "ssh root@5.9.10.114 '/root/blender-spike/blender-5.2.0-linux-x64/blender -b --factory-startup --python-expr '\\''import bpy; bpy.ops.import_scene.gltf(filepath=\"/root/fal-author/modern-atom-kit-v1/kit.glb\"); print([(o.name,[a.name for a in o.data.color_attributes]) for o in bpy.context.scene.objects if o.type==\"MESH\" and \"planter\" in o.name])'\\'''" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 1054ms: INFO gpu_gate: gpu slot acquired by blender (pid 3439, 6000 MiB, batch) 01:11:52 | INFO: Data are loaded, start creating Blender stuff 01:11:52 | INFO: Blender create Mesh node balcony_steel 01:11:52 | INFO: Blender create Mesh node bike_rack 01:11:52 | INFO: Blender create Mesh node canopy_concrete 01:11:52 | INFO: Blender create Mesh node door_pivot 01:11:52 | INFO: Blender create Mesh node door_leaf 01:11:52 | INFO: Blender create Mesh node downpipe_shoe 01:11:52 | INFO: Blender create Mesh node downpipe_square_1m 01:11:52 | INFO: Blender create Mesh node glazing_slider 01:11:52 | INFO: Blender create Mesh node parapet_coping_1m 01:11:52 | INFO: Blender create Mesh node parapet_corner 01:11:52 | INFO: Blender create Mesh node planter_concrete 01:11:52 | INFO: Blender create Mesh node rainwater_head 01:11:52 | INFO: Blender create Mesh node ribbon_end_mullion 01:11:52 | INFO: Blender create Mesh node roof_rail_1m 01:11:52 | INFO: Blender create Mesh node roof_skylight 01:11:52 | INFO: Blender create Mesh node roof_vent 01:11:52 | INFO: Blender create Mesh node shopfront_bay 01:11:52 | INFO: Blender create Mesh node window_ribbon_1m 01:11:52 | INFO: Blender create Mesh node window_std 01:11:52 | INFO: Blender create Mesh node window_tall 01:11:52 | INFO: glTF import finished in 0.04s [('planter_concrete', ['Color'])] Blender 5.2.0 LTS (hash fbe6228777e7 built 2026-07-14 01:32:04) Blender quit hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "sed -n '1,70p' geometry.py; sed -n '190,265p' build_kit.py; sed -n '1,70p' build_kit.py" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 succeeded in 0ms: # Geometry helpers adapted from the read-only Breton atom builder. import bpy,bmesh,math from mathutils import Vector MATS=[] TILES=[] class Mesh: def __init__(self,name):self.name=name;self.v=[];self.f=[];self.mi=[];self.uv=[];self.smooth=[];self.colors=[];self.color=(1,1,1,1) def add(self,verts,faces,mat,smooth=False,uv=None): vs=[Vector(v) for v in verts];off=len(self.v);self.v.extend(vs) for face in faces: self.f.append(tuple(off+j for j in face));self.mi.append(mat);self.smooth.append(smooth);self.colors.append(self.color) if uv:self.uv.append([uv[j] for j in face]);continue normal=(vs[face[1]]-vs[face[0]]).cross(vs[face[2]]-vs[face[0]]).normalized() # Orthonormal surface basis preserves metres even on bevels and pitched roofs. if abs(normal.y)<.95: up=Vector((0,1,0));u=up.cross(normal).normalized();v=normal.cross(u).normalized() else: u=(Vector((1,0,0))-normal*normal.x).normalized();v=normal.cross(u) if v.z<0:v=-v self.uv.append([(p.dot(u)/TILES[mat],p.dot(v)/TILES[mat]) for p in [vs[j] for j in face]]) def finish(self): me=bpy.data.meshes.new(self.name);me.from_pydata(self.v,[],self.f);me.update();ob=bpy.data.objects.new(self.name,me);bpy.context.collection.objects.link(ob) for m in MATS:me.materials.append(m) uv=me.uv_layers.new(name='UVMap') for p,mi,coords,sm in zip(me.polygons,self.mi,self.uv,self.smooth): p.material_index=mi;p.use_smooth=sm for li,co in zip(p.loop_indices,coords):uv.data[li].uv=co color=me.color_attributes.new(name='Color',type='FLOAT_COLOR',domain='CORNER') for p,c in zip(me.polygons,self.colors): for li in p.loop_indices:color.data[li].color=c bm=bmesh.new();bm.from_mesh(me);bmesh.ops.recalc_face_normals(bm,faces=bm.faces);bmesh.ops.triangulate(bm,faces=list(bm.faces));bm.to_mesh(me);bm.free();me.update() # Flat faces with bevel normals preserve the dressed silhouette without a modifier. return ob def box(g,c,s,m,b=.01,rot=None): bm=bmesh.new();bmesh.ops.create_cube(bm,size=1) for v in bm.verts:v.co=Vector((v.co.x*s[0],v.co.y*s[1],v.co.z*s[2])) if b:bmesh.ops.bevel(bm,geom=list(bm.edges),offset=min(b,min(s)*.24),segments=1,affect='EDGES') bm.verts.ensure_lookup_table();bm.verts.index_update();vs=[v.co.copy() for v in bm.verts];fs=[tuple(v.index for v in f.verts) for f in bm.faces];bm.free() if rot:vs=[rot@v for v in vs] g.add([v+Vector(c) for v in vs],fs,m) def prism(g,poly,depth,m,axis='z'): # Polygon in XY, extrusion along Z; optional rigid axis mapping by caller. vs=[(x,y,z) for z in depth for x,y in poly];n=len(poly) fs=[tuple(range(n-1,-1,-1)),tuple(range(n,2*n))]+[(i,(i+1)%n,(i+1)%n+n,i+n) for i in range(n)] if axis=='y':vs=[(x,z,y) for x,y,z in vs] g.add(vs,fs,m) def cyl(g,a,b,r,m,n=8,r2=None): a=Vector(a);b=Vector(b);L=(b-a).length;q=(b-a).to_track_quat('Z','Y');r2=r if r2 is None else r2 vs=[p+q@Vector((rr*math.cos(i*math.tau/n),rr*math.sin(i*math.tau/n),0)) for p,rr in [(a,r),(b,r2)] for i in range(n)] fs=[tuple(range(n-1,-1,-1)),tuple(range(n,2*n))]+[(i,(i+1)%n,(i+1)%n+n,i+n) for i in range(n)] g.add(vs,fs,m,True) def tube(g,points,r,m,n=8): for a,b in zip(points,points[1:]):cyl(g,a,b,r,m,n) box(g,(0,.181,0),(1.02,.018,1.02),G,.002) finish(g,'Centre on finished roof; upstand starts Y=0.',size_metres=[1.2,.199,1.2],roof_cutout_metres=[1.02,1.02]) g=Mesh('roof_vent');box(g,(0,.015,0),(.36,.03,.36),Z,.005) cyl(g,(0,.03,0),(0,.34,0),.095,Z,10) for x in [-.09,.09]:box(g,(x,.36,0),(.018,.12,.018),S,0) cyl(g,(0,.385,0),(0,.455,0),.17,Z,10,r2=.065) finish(g,'Centre of flashing on roof Y=0.',height_metres=.455) g=Mesh('planter_concrete') box(g,(0,.055,0),(1.6,.11,.55),C,.012) for x in [-.76,.76]:box(g,(x,.32,0),(.08,.53,.55),C,.008) for z in [-.235,.235]:box(g,(0,.32,z),(1.44,.53,.08),C,.008) g.color=(.24,.19,.11,1);box(g,(0,.50,0),(1.44,.045,.39),GR,0) # Tapered closed triangular blades, bent under their own weight, varied seed. for j in range(155): x=random.uniform(-.67,.67);z=random.uniform(-.17,.17);h=random.uniform(.27,.75);lean=random.uniform(-.18,.18);leanZ=random.uniform(-.16,.16);w=random.uniform(.007,.018) g.color=random.choice([(.20,.27,.065,1),(.30,.35,.10,1),(.42,.40,.16,1),(.48,.45,.22,1)]) a=(x-w,.51,z);b=(x+w,.51,z);c=(x,.51,z+.004);tip=(x+lean,.51+h,z+leanZ) g.add([a,b,c,tip],[(0,1,2),(0,3,1),(1,3,2),(2,3,0)],D) finish(g,'Bottom centre on paving; long dimension X.',length_metres=1.6,planter_height_metres=.585,vegetation='155 deterministic closed tapered blades; COLOR_0 tints neutral Door_paint. No extra shelf names.') g=Mesh('bike_rack') for x in [-.55,0,.55]: points=[(x,0,-.34),(x,.62,-.34),(x,.74,-.29),(x,.79,-.18),(x,.79,.18),(x,.74,.29),(x,.62,.34),(x,0,.34)] sweep(g,points,.022,S,6) for z in [-.34,.34]:box(g,(x,.008,z),(.11,.016,.10),Z,0) finish(g,'Bottom centre on paving; three inverted-U stands across X.',size_metres=[1.21,.812,.78]) # Exact contracts, triangulated geometry and top-level identity transforms. bpy.context.view_layer.update();entries=[] for ob in OBJECTS: if ob.parent:continue children=[ob]+list(ob.children);pts=[o.matrix_local@v.co for o in children for v in o.data.vertices] tris=sum(len(o.data.polygons) for o in children) assert tris<=LIMITS[ob.name],(ob.name,tris,LIMITS[ob.name]) for o in children: assert all(math.isfinite(c) for v in o.data.vertices for c in v.co) assert all(p.area>1e-12 for p in o.data.polygons),(o.name,'zero-area') bm=bmesh.new();bm.from_mesh(o.data);assert all(e.is_manifold for e in bm.edges),(o.name,'open solid');bm.free() entry=META[ob.name];entry.update(triangles=tris,triangle_budget=LIMITS[ob.name],bounding_box={'min':[round(min(v[k] for v in pts),6) for k in range(3)],'max':[round(max(v[k] for v in pts),6) for k in range(3)]},materials=sorted(set(o.data.materials[p.material_index].name for o in children for p in o.data.polygons))) if ob.children:entry['children']=[{'node_name':leaf.name,'translation':list(leaf.location),'origin_rule':'Inset vertical pivot axis; rotate local Y.'}] entries.append(entry);print('ATOM',ob.name,tris,flush=True) assert len(entries)==19 bpy.ops.object.select_all(action='DESELECT') for o in OBJECTS:o.select_set(True) bpy.ops.export_scene.gltf(filepath=str(ROOT/'kit.glb'),export_format='GLB',use_selection=True,export_apply=True,export_yup=False,export_materials='EXPORT',export_vertex_color='NAME',export_vertex_color_name='Color',export_all_vertex_colors=False,export_texcoords=True,export_normals=True,export_tangents=True,export_cameras=False,export_lights=False) data=(ROOT/'kit.glb').read_bytes();ln=struct.unpack_from(' /root/fal-author/modern-atom-kit-v1/build.log 2>&1; tail -3 /root/fal-author/modern-atom-kit-v1/build.log'" in /home/claude-agent/forge-build/forge-assets/jobs/modern-atom-kit-v1 codex The exported geometry passes the dimension, UV-scale and triangle-budget checks. I’m adding a wall-fit preview to show the deep aluminium reveals in 350 mm walls and the same tall window repeated on a 3 m storey grid. hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed hook: PreToolUse Completed exec /bin/bash -lc "python3 - <<'PY' p='viewer/index.html' s=open(p).read().replace('