Add tracked AI skills for Blender assets and release QA

.agents/skills/gig-line-blender-asset-contract/SKILL.md

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+---
+name: gig-line-blender-asset-contract
+description: Use when adding, rebuilding, auditing or fixing any Gig Line Blender-authored character, NPC base, gear, prop or venue geometry. Covers the 13-bone npc_base contract, five tint slots, triangle/vertex budgets, gear attach space, 256² texture/AO rules, headless flatpak Blender commands, and the inspect/audit/fit/proportion/capture gates. Do not use for pure GDScript/UI work or release publishing.
+compatibility: Gig Line repository checkout. Godot 4.7.2 on PATH; Blender 5.2 LTS via the org.blender.Blender flatpak for build/bake/render. Audit, fit, inspect and proportion checks are stdlib-only.
+metadata:
+  project: Gig Line
+  domain: 3d-assets
+  version: "1.0.0"
+  triggers: Blender, NPC, character, gear, prop, npc_base, GLB, AO, texel, asset rebuild, fit, audit
+---
+
+# Gig Line Blender Asset Contract
+
+Use this skill for any change that touches:
+
+- `assets/models/blender/**`
+- `assets/models/generated/npc_base.glb`
+- `assets/textures/npc/**`
+- `tools/blender_assets.py`, `tools/npc_pipeline.py`, `tools/bake_ao.py`,
+  `tools/npc_proportions.py` or `tools/npc_baseline.py`
+- Blender-authored venue/prop geometry
+
+The project contract and measured gates override any generic Blender advice.
+There is **no Blender MCP** in this project. Blender runs headless through the
+flatpak CLI; the `blender-skills` pack is optional, local guidance only, and
+gitignored.
+
+## Read first
+
+From the repository root, read the relevant sources rather than relying on this
+skill alone:
+
+1. `AGENTS.md` — required workflow and verification.
+2. `TODO.md` and `MEMORY.md` — current track, claimed tasks, known gotchas.
+3. `docs/blender-assets.md` — library contract and command reference.
+4. `docs/asset-tooling.md` — exact rebuild/bake/capture commands.
+5. `docs/npc-visual-review.md` and `docs/3d-model-review.md` — accepted limits,
+   scorecards and known blockers.
+6. `docs/known-limitations.md` — limits that must not be silently “fixed” into
+   contract changes.
+
+The contract lives in code and docs, not in this skill. If they disagree, stop
+and resolve the source of truth before editing assets.
+
+## Non-negotiable contract
+
+| Area | Rule |
+| --- | --- |
+| Mesh root | `npc_base` mesh node, skinned under `Rig`; preserve the limb node names. |
+| Bones | 13 contract bones: `Head`, `HipL/R`, `KneeL/R`, `ShoulderL/R`, `ElbowL/R`, `HandL/R`, `Spine`, `Neck` (parent/helper bones must not change the contract). |
+| Tint slots | `skin`, `cloth`, `pants`, `accessory`, `hair`. |
+| Orientation | Front is Blender −Y / Godot +Z; feet grounded near y = 0; metres. |
+| Library budget | **8,000 triangles / 8,000 glTF vertices** per character (`CHAR_MAX_TRIS`/`CHAR_MAX_VERTS`). |
+| Frozen fallback | `npc_base` keeps **6,000 tris / 4,000 verts**. Do not silently raise or lower it. |
+| Gear budget | **1,500 triangles** per gear piece; authored in attach-point space. |
+| Prop budget | **4,000 triangles** per prop. |
+| Gear attach | Use the catalogued attach points; verify with `fit`. Runtime `GEAR_OFFSETS` (lanyard forward, firefighter helmet up) and `HAND_ITEM_FORWARD` are intentional, not asset-contract changes. |
+| Textures | 256² albedo/normal/ORM maps. Cloth and pants use `NPC_FABRIC_UV_SCALE = (4,4,1)` and **skip** baked per-character AO; skin/hair/gear keep baked AO. |
+| CI | Offline and skill-free. Committed GLBs/AO/maps must make CI pass without Blender or MCP. |
+| Licensing | No new asset source without ADR-0015: CC0, or CC-BY with attribution in `CREDITS.md`; record provenance. |
+
+Do not change the renderer, engine baseline, runtime dependency graph or the
+`npc_base` contract as part of an asset pass.
+
+## Workflow
+
+### 1. Preflight and claim
+
+```bash
+git status --short
+git log --oneline -5
+godot --version
+flatpak run org.blender.Blender --version | head -3
+```
+
+Inspect the current asset and the relevant docs. Claim the TODO item with `[-]`
+before starting. Work on one asset family per commit.
+
+### 2. Establish a baseline
+
+Run the checks that do not need Blender first:
+
+```bash
+python3 tools/blender_assets.py audit
+python3 tools/blender_assets.py fit
+python3 tools/blender_assets.py texels
+python3 tools/npc_proportions.py report
+python3 tools/npc_pipeline.py audit
+```
+
+For a specific incoming or existing GLB:
+
+```bash
+flatpak run org.blender.Blender --background \
+  --python "$PWD/tools/blender_assets.py" -- \
+  inspect --file "$PWD/path/to/asset.glb" --category npc_gear --json
+```
+
+Record the before measurements (tris/verts, head/shoulder/hip/leg/arm/foot,
+fabric texel density, gear clearance). Do not “improve” an asset without a
+measurable target.
+
+### 3. Optional Blender-skill routing
+
+If the local `blender-skills` pack is installed, load `blender-director`, then
+only the specialists the task needs:
+
+- character mesh/face/hands: `character-artist`, `retopology`
+- rig/weights/pose: `rigging`
+- UVs/texel density: `uv-workflow`
+- maps/materials: `texture-workflow`, `materials`, `lookdev`
+- gear/props: `prop-artist`, `hard-surface`
+- budget/LOD/collision: `asset-optimization`, `lod-pipeline`, `collision-proxy`
+- final review: `qa-review`
+
+Translate any MCP instruction into a change to `tools/*.py` or a headless CLI
+run. Never add an MCP dependency to the build, CI or runtime.
+
+### 4. Build or bake
+
+Characters, gear and library props:
+
+```bash
+flatpak run org.blender.Blender --background \
+  --python "$PWD/tools/blender_assets.py" -- build --only <name>
+
+flatpak run org.blender.Blender --background \
+  --python "$PWD/tools/bake_ao.py" -- --only <name>
+```
+
+NPC base and its material maps:
+
+```bash
+python3 tools/npc_pipeline.py prepare      # only when fabric tiles change
+flatpak run org.blender.Blender --background \
+  --python "$PWD/tools/npc_pipeline.py" -- build
+python3 tools/npc_pipeline.py audit
+```
+
+Do not overwrite a review image or a promoted texture pick. Use a new `-vN`
+path and document the promotion.
+
+### 5. Import and capture
+
+```bash
+godot --headless --path . --import
+godot --headless --path . --script res://src/test/test_runner.gd
+
+# neutral baseline: 8 variants x 6 views, raw frames stay in tmp/
+godot --path . --script res://src/test/capture_npc_baseline.gd \
+  -- --out=res://tmp/npc-baseline
+
+# final-context: 96 frames across both venues and day/night
+godot --path . --script res://src/test/capture_npc_review.gd \
+  -- --out=res://tmp/npc-review
+```
+
+Compare before/after with `tools/npc_baseline.py compare`; do not replace the
+committed baseline sheet until a fix actually lands. See
+`references/verification.md` for the full gate matrix.
+
+### 6. Verify and hand off
+
+At minimum:
+
+- `blender_assets.py audit` and `fit` exit 0.
+- `npc_proportions.py` passes the stylized guide.
+- `npc_pipeline.py audit` passes if the base/textures changed.
+- texel density is inside the authored/fabric bands.
+- No character exceeds 8,000/8,000; gear/prop caps hold.
+- 24-NPC budget and Web/Compatibility path remain green.
+- Contract tests, headless suite, capture gates and docs check pass.
+- The diff contains only the intended assets, tools, tests and docs.
+
+State in the handoff: files changed, measurements before/after, skills used,
+gates run, and any accepted limit.
+
+## Failure playbook
+
+- **`Class "..." hides a global script class`** — a stray `.gd` backup is in the
+  project. Delete `tmp/*.gd` backups, `rm -rf .godot`, re-import; never keep
+  `class_name` copies in `tmp/`.
+- **Blender cannot see the path** — the flatpak cwd is `/app/blender`; use
+  absolute paths (`"$PWD/..."`).
+- **Empty or stale captures** — close modals/pause, check the capture script's
+  settle frames, and remove stale output directories before re-running.
+- **Pose harness mismatch** — the current `capture_npc_pose.gd` is blocked per
+  `docs/3d-model-review.md`; do not use its frames as pose evidence until the
+  recipe is fixed.
+- **Asset test fails after import** — re-run audit/fit first, then import; if the
+  manifest or AO path changed, rebuild the affected asset rather than editing
+  the manifest by hand.
+- **Uncertain about a visual change** — produce a labelled before/after sheet and
+  ask for review; do not hide a regression behind a budget claim.
+
+## Bundled references
+
+- [`references/asset-contract.md`](references/asset-contract.md) — full contract,
+  inventory, file locations and provenance rules.
+- [`references/verification.md`](references/verification.md) — command matrix,
+  capture gates, expected results and acceptance criteria.
+
+## Do not
+
+- Add an MCP server, Blender dependency or API call to the build/runtime.
+- Change the bone/tint/contract to make a generic asset fit.
+- Rewrite committed baselines or overwrite existing images.
+- Commit `.blend` sources, raw captures or generated AI inputs.
+- Treat an asset audit as a substitute for visual review at portrait and crowd
+  distance.

.agents/skills/gig-line-blender-asset-contract/references/asset-contract.md

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+# Asset Contract Reference
+
+This is a working summary. The authoritative sources remain
+`docs/blender-assets.md`, `docs/asset-tooling.md`, ADR-0013, the tests in
+`src/test/tests/` and the constants in `tools/blender_assets.py` /
+`tools/npc_pipeline.py`.
+
+## Library inventory
+
+- **Character variants (8):** `npc_casual`, `npc_jacket`, `npc_coat`,
+  `npc_vest`, `npc_dress`, `npc_hoodie`, `npc_firefighter`, `npc_guard`.
+- **Frozen fallback:** `npc_base` / `assets/models/generated/npc_base.glb`.
+- **Gear:** 18 attach-space pieces covering head, back, chest and hand items.
+- **Library props:** 20 Blender-authored props plus 6 generated props.
+- **Venues:** procedural venues in `src/game/world_builder.gd`; Blender venue
+  geometry follows the same budgets and collision/provenance rules.
+
+## Skeleton and geometry
+
+The contract skeleton has 13 bones:
+
+```text
+Head, Spine, Neck,
+HipL, HipR,
+KneeL, KneeR,
+ShoulderL, ShoulderR,
+ElbowL, ElbowR,
+HandL, HandR
+```
+
+Requirements:
+
+- `npc_base` mesh node exists and is skinned under `Rig`.
+- Limb node names stay stable for `NpcAvatar` and tests.
+- Front is Blender −Y / Godot +Z.
+- Feet are grounded at approximately y = 0; no floating origin.
+- Units are metres; character height is approximately 1.8 m.
+- No zero-area/duplicate degenerate faces in the exported mesh.
+- Every character has UVs in [0,1] unless a planned UDIM/atlas change is
+  explicitly accepted.
+
+## Material slots
+
+Exactly these five tint slots:
+
+```text
+skin, cloth, pants, accessory, hair
+```
+
+- Neutral albedo is authored in Blender; runtime tinting is authoritative.
+- Slot names are contract values; do not rename or add a sixth slot casually.
+- The procedural fallback (`NpcAvatar._build_body`) must keep working when the
+  GLB is missing.
+
+## Budgets
+
+| Asset | Limit |
+| --- | --- |
+| Library character | 8,000 triangles / 8,000 glTF vertices |
+| `npc_base` fallback | 6,000 triangles / 4,000 vertices |
+| Gear piece | 1,500 triangles |
+| Prop | 4,000 triangles |
+| Library prop/venue total | must stay inside the venue tests and library budget |
+
+`CHAR_MAX_TRIS`, `CHAR_MAX_VERTS`, `GEAR_MAX_TRIS`, `PROP_MAX_TRIS` and related
+constants live in `tools/blender_assets.py`. The budget is per character, not an
+average. Measure after every mesh change. Do not lower the cap to make a diff
+pass.
+
+## Gear and hand items
+
+- Gear is authored in the attach-point space documented by `GEAR` /
+  `GEAR_ATTACH` / `ATTACH_BLENDER`.
+- `blender_assets.py fit` measures gear boxes against the character's head band,
+  clothing radius and back clearance.
+- Runtime offsets are intentional:
+  - `NpcAvatar.GEAR_OFFSETS = {"lanyard": Vector3(0,0,0.04),
+    "firefighter_helmet": Vector3(0,0.03,0)}`
+  - `NpcAvatar.HAND_ITEM_FORWARD = Vector3(0,0,0.04)`
+- An offset is **not** an authored-asset change; do not bake it into the GLB
+  without a separate contract decision.
+- Open-palm grip (no finger-curl rig) is the accepted stylized limit.
+
+## Textures and AO
+
+- NPC maps are 256² albedo + normal + packed ORM.
+- `TEX_SIZE = 256` in `tools/npc_pipeline.py`.
+- Fabric UV scale is `Materials.NPC_FABRIC_UV_SCALE = Vector3(4,4,1)`.
+- Cloth/pants skip the per-character baked AO; skin/hair/gear keep it. This
+  avoids the large blotchy magnification that appeared at 256².
+- Gear/props may have their own AO maps; `tools/bake_ao.py` writes
+  `<name>_ao.png` next to the GLB and Godot wires it into the AO channel.
+- Never overwrite an existing committed image; use a new `-vN` candidate and
+  promote only after review.
+- Run `python3 tools/asset_pipeline.py audit <path>` and the relevant
+  `npc_pipeline.py audit` before committing map changes.
+
+## File map
+
+| Path | Role |
+| --- | --- |
+| `tools/blender_assets.py` | Catalogue, builders, audit/fit/inspect/texels/sheet. |
+| `tools/npc_pipeline.py` | `npc_base` builder, texture preparation and audit. |
+| `tools/bake_ao.py` | Blender AO bake into `<name>_ao.png`. |
+| `tools/npc_proportions.py` | Exported-GLB proportion audit (no Blender). |
+| `tools/npc_baseline.py` | Contact sheets/comparisons (no Blender). |
+| `assets/models/blender/manifest.json` | Generated asset manifest. |
+| `assets/models/blender/**/*.glb` | Committed library assets. |
+| `assets/models/generated/npc_base.glb` | Frozen NPC fallback. |
+| `assets/textures/npc/*_{albedo,normal,orm}.png` | Committed NPC maps. |
+| `src/test/capture_npc_baseline.gd` | 48-frame neutral baseline. |
+| `src/test/capture_npc_review.gd` | 96-frame final-context review. |
+
+## Provenance and source rules
+
+- Procedural Blender assets are project-owned.
+- External/CC assets need ADR-0015 clearance: CC0 preferred, CC-BY only with
+  attribution in `CREDITS.md`; no service assets with redistribution limits.
+- Editable `.blend` files under `assets/models/blender_src/` are gitignored;
+  only exported `.glb`, AO maps, manifests and committed preview sheets ship.
+- AI-generated source images are development inputs, not shipped assets. Keep
+  raw generations under gitignored paths until picked, checked and credited.
+- Do not copy a downloaded/Street View/AI reference into a committed asset
+  without the licence and provenance review.
+
+## Verification invariants
+
+The asset pass is not complete unless:
+
+1. `python3 tools/blender_assets.py audit` exits 0.
+2. `python3 tools/blender_assets.py fit` exits 0 and the report is reviewed.
+3. `python3 tools/npc_proportions.py report` passes the stylized guide.
+4. `python3 tools/npc_pipeline.py audit` passes when the base/textures changed.
+5. The 48-frame baseline and 96-frame final-context review are captured, with no
+   blank frames.
+6. The 24-NPC budget smoke is inside its frame budget.
+7. The full Godot suite and Python tooling tests pass.
+8. No runtime contract, renderer or dependency changed except the rebuilt
+   assets and their generated metadata.

.agents/skills/gig-line-blender-asset-contract/references/verification.md

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+# Verification Matrix
+
+Run from the repository root. Stop and fix the first failure before continuing.
+
+## Environment
+
+```bash
+godot --version
+flatpak run org.blender.Blender --version | head -3
+git status --short
+```
+
+Expected: Godot 4.7.2; Blender 5.2 LTS flatpak; clean or intentionally scoped
+working tree. Blender's flatpak cwd is `/app/blender`; all paths passed to
+Blender must be absolute.
+
+## Asset checks
+
+| Check | Command | Expected |
+| --- | --- | --- |
+| Contract audit | `python3 tools/blender_assets.py audit` | exit 0, no `BAD` assets |
+| Gear fit | `python3 tools/blender_assets.py fit` | exit 0; review head band/clothing/back clearances |
+| Texture/texel density | `python3 tools/blender_assets.py texels` | authored 40–400 px/m; fabric ≥250 px/m |
+| NPC base | `python3 tools/npc_pipeline.py audit` | exit 0, contract bones/slots/maps |
+| Proportions | `python3 tools/npc_proportions.py report` | all eight inside the stylized guide |
+| Single incoming GLB | `flatpak run org.blender.Blender --background --python "$PWD/tools/blender_assets.py" -- inspect --file "$PWD/path.glb" --category <cat> --json` | contract result and measurements |
+| Prop audit | `python3 tools/model_pipeline.py audit` | exit 0 when generated props changed |
+| Texture audit | `python3 tools/asset_pipeline.py audit assets/textures/ai/game_ready` | exit 0 when textures changed |
+
+## Build/bake
+
+```bash
+# one library asset
+flatpak run org.blender.Blender --background \
+  --python "$PWD/tools/blender_assets.py" -- build --only npc_guard
+
+# bake AO for the same asset
+flatpak run org.blender.Blender --background \
+  --python "$PWD/tools/bake_ao.py" -- --only npc_guard
+
+# NPC base material maps/base
+python3 tools/npc_pipeline.py prepare
+flatpak run org.blender.Blender --background \
+  --python "$PWD/tools/npc_pipeline.py" -- build
+python3 tools/npc_pipeline.py audit
+```
+
+Only run `prepare` when AI fabric inputs changed. Do not run a full library
+rebuild just to hide a small diff; build the affected asset and its AO map.
+
+## Import and tests
+
+```bash
+godot --headless --path . --import
+godot --headless --path . --script res://src/test/test_runner.gd
+python3 -m unittest discover -s tools/tests -t tools -p 'test_*.py'
+python3 tools/check_docs.py
+```
+
+Expected: Godot suite passes; Python tooling suite passes; docs check OK. The
+project uses its own headless runner, not GUT.
+
+## Capture gates
+
+```bash
+# neutral studio baseline: 48 frames (8 characters x 6 views)
+godot --path . --script res://src/test/capture_npc_baseline.gd \
+  -- --out=res://tmp/npc-baseline-after
+
+# final-context: 96 frames (8 models x 3 distances x 2 venues x day/night)
+godot --path . --script res://src/test/capture_npc_review.gd \
+  -- --out=res://tmp/npc-review-after
+
+# optional hand close-up: 8 frames
+godot --path . --script res://src/test/capture_npc_baseline.gd \
+  -- --out=res://tmp/npc-hands --view=hand
+```
+
+Raw frames stay under `tmp/` and are never committed. Compare with:
+
+```bash
+python3 tools/npc_baseline.py compare \
+  --before tmp/npc-baseline --after tmp/npc-baseline-after \
+  --out docs/blender_previews/sheet_npc_baseline_compare-<topic>.jpg
+```
+
+Do not replace the committed baseline sheet until the change is accepted.
+
+## Budget/performance
+
+```bash
+godot --headless --path . --script res://src/test/smoke_npc_budget.gd
+```
+
+Expected report: 24 avatars / 168 meshes / 131,616 triangles (current baseline)
+inside the 50 ms budget. Record the actual frame time; do not copy an old number
+without measuring.
+
+## Visual review criteria
+
+For each changed variant, inspect at least:
+
+- 2 m portrait: eyes, mouth, ears, neck/shoulder, hair/headgear clearance.
+- 4.2 m conversation: hands, gear contact, clothing silhouette.
+- 8 m crowd: readable silhouette and LOD/impostor swap.
+- Day and night/LATE final-context frames.
+- Front, three-quarter and profile for a shape change.
+
+Accepted stylized limits are in `docs/npc-visual-review.md` and
+`docs/known-limitations.md`. Do not turn an accepted limit into an unreviewed
+contract change.
+
+## Final diff review
+
+```bash
+git diff --check
+git status --short
+git diff --stat
+```
+
+Check that only intended `.glb`, AO/maps, manifest, tests and docs changed. If a
+`.blend`, raw capture, generated AI input or temporary sheet is staged, stop and
+remove it. Commit one coherent asset family per commit.

.agents/skills/gig-line-release-qa/SKILL.md

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+---
+name: gig-line-release-qa
+description: Use when preparing, validating, tagging or publishing a Gig Line release or release candidate, or when running the full screenshot, screen-design and realism QA gates. Covers version/changelog discipline, smoke and tooling matrices, clean-worktree builds, checksums, Web/HQ verification, publish rollback and post-release records. Do not use for ordinary asset edits or feature work.
+compatibility: Gig Line repository checkout with Godot 4.7.2 on PATH and Python 3 + Pillow. Release export needs installed Godot export templates; publishing needs Gitea credentials and is intentionally CI/tag-driven.
+metadata:
+  project: Gig Line
+  domain: release-qa
+  version: "1.0.0"
+  triggers: release, tag, version bump, changelog, build releases, publish, screenshots, screen design, realism judge, release candidate, deployment
+---
+
+# Gig Line Release and Visual QA
+
+Use this skill for version bumps, release candidates, tags, artifact builds,
+publishing, and the full visual/QA gate. For a Blender/asset rebuild, use
+`gig-line-blender-asset-contract` first.
+
+## Read first
+
+1. `AGENTS.md` — release procedure and verification rules.
+2. `TODO.md` — current milestone, blockers and release exit criteria.
+3. `docs/RELEASING.md` — build/publish commands, artifact list, macOS policy.
+4. `docs/smoke-checklist.md` — manual QA matrix.
+5. `docs/development-status.md`, `CHANGELOG.md`, `README.md` — current claims.
+6. `MEMORY.md` — release gotchas, especially the clean-worktree rule.
+
+A release is not just a tag. It includes a version bump, changelog, clean build,
+artifact/checksum verification, CI publication, and post-release records.
+
+## Hard rules
+
+- **Do not tag while the TODO still lists unresolved release blockers.** Check
+  external playtest, legal/AI provenance, signing and target-hardware items.
+- **Never reuse a tag.** If a published version needs a fix, bump the patch and
+  create a new tag.
+- **Build from a clean checkout or detached worktree.** A normal working tree can
+  pack ignored `tmp/` and `build/` content into exports, inflating a ~160 MB
+  package to 1.6–3.1 GB.
+- A tag push triggers CI checks/build/publish. Do not upload manually unless CI is
+  unavailable and you have followed the same preflight.
+- Do not commit generated realism runs, raw captures, API keys, or build artifacts.
+- The vision judge is an optional development aid with external API cost, never a
+  hard CI gate.
+- Keep `project.godot`, changelog, tag and release asset version equal.
+
+## Release workflow
+
+### 1. Scope and version
+
+Choose the semantic increment from `AGENTS.md`:
+
+- MAJOR: incompatible/removed behavior, save/config contract or core-pillar
+  replacement.
+- MINOR: new user-facing feature/venue.
+- PATCH: fixes and polish.
+
+Update:
+
+1. `project.godot` `config/version`.
+2. `CHANGELOG.md` with a dated entry.
+3. `README.md`, `PLAN.md`, `docs/architecture.md`,
+   `docs/development-status.md`, `TODO.md`/`DONE.md` and `MEMORY.md` as needed.
+
+For a release candidate, use a prerelease version only if the project policy
+allows it and never present it as the final release.
+
+### 2. Preflight
+
+```bash
+git status --short
+git log --oneline -5
+git tag -l "v<version>"
+rg -n 'config/version' project.godot
+```
+
+Expected: only intended release changes; tag does not exist; version matches the
+changelog and planned artifacts.
+
+### 3. Automated checks
+
+```bash
+godot --headless --path . --script res://src/test/test_runner.gd
+python3 -m unittest discover -s tools/tests -t tools -p 'test_*.py'
+python3 tools/check_docs.py
+python3 tools/blender_assets.py audit
+python3 tools/blender_assets.py fit
+python3 tools/npc_proportions.py report
+python3 tools/npc_pipeline.py audit
+```
+
+Then run the smoke matrix, using isolated user-data directories for
+tutorial/campaign:
+
+```bash
+for s in smoke_audio smoke_crowd smoke_emergency smoke_npc_budget \
+         smoke_plan_verbs smoke_scenario_content smoke_session_shell \
+         smoke_timeline smoke_ui_flows; do
+  godot --headless --path . --script res://src/test/$s.gd || exit 1
+done
+
+XDG_DATA_HOME=/tmp/gig-line-campaign godot --path . --fixed-fps 60 \
+  --script res://src/test/smoke_campaign.gd
+XDG_DATA_HOME=/tmp/gig-line-tutorial godot --path . --fixed-fps 60 \
+  --script res://src/test/smoke_tutorial.gd -- --tutorial
+
+godot --path . --script res://src/test/smoke_movement.gd
+godot --path . --script res://src/test/smoke_props.gd
+godot --path . --script res://src/test/smoke_focus_radial.gd
+```
+
+Use a fresh `$XDG_DATA_HOME` for campaign/tutorial and check the exit code, not
+just the log.
+
+### 4. Visual and judge gates
+
+```bash
+./tools/check_screenshots.sh
+python3 tools/screen_designs.py compare
+python3 tools/screen_designs.py judge --model auto   # optional, record model/verdicts
+```
+
+For realism/venue work:
+
+```bash
+godot --path . --script res://src/test/capture_realism.gd \
+  -- --out=res://docs/screens/realism/<run>/after
+python3 tools/scene_concepts.py realism --run docs/screens/realism/<run> \
+  --judge --model <pinned-model>
+```
+
+Requirements:
+
+- Gallery: 21 good / 0 bad; screen judge has no unexplained `diff`.
+- Realism runs stay under `docs/screens/realism/` (gitignored); only decisions and
+  committed sheets/docs are tracked.
+- Record judge model, run count/attempts, spend if exposed, and verdicts.
+- Review every `review` verdict; turn layout regressions into fixes or documented
+  known limitations.
+
+### 5. Clean build
+
+Commit the release preparation first, then build the committed tree in a clean
+worktree:
+
+```bash
+git worktree add --detach /tmp/gig-line-release HEAD
+cd /tmp/gig-line-release
+./tools/build_releases.sh
+```
+
+Verify artifact names/sizes and checksums:
+
+```bash
+ls -lh build/gig-line-*<version>*
+PUBLISH_DRY_RUN=1 ./tools/publish_release.sh <version>
+sha256sum -c build/SHA256SUMS-<version>.txt
+```
+
+Check package contents:
+
+```bash
+unzip -l build/gig-line-web-<version>.zip | head
+unzip -l build/gig-line-desktop-hq-<version>.zip | head
+unzip -p build/gig-line-desktop-hq-<version>.zip override.cfg
+```
+
+Check the runnable Linux and HQ packages:
+
+```bash
+./build/gig-line-linux-<version>.x86_64 --headless --quit-after 60
+unzip -q build/gig-line-desktop-hq-<version>.zip -d /tmp/gig-line-hq
+/tmp/gig-line-hq/gig-line-linux-<version>.x86_64 --headless --quit-after 60
+```
+
+Check Web static serving with a local HTTP server and `curl` for `index.html`,
+`index.wasm`, `index.pck` and the player docs. Windows/macOS/AppImage/installer
+checks require the target matrix; if unavailable, record that explicitly.
+
+Remove the worktree after verification:
+
+```bash
+git worktree remove --force /tmp/gig-line-release
+```
+
+### 6. Tag and publish
+
+Only after every gate is green:
+
+```bash
+git add -A
+git commit -m "Release <version> <topic>"
+git tag -a "v<version>" -m "Gig Line <version>"
+git push origin main "v<version>"
+```
+
+CI builds and publishes on the tag. Verify:
+
+- Tag commit equals the release commit.
+- CI checks/build job succeeded.
+- Release page has the expected 7 assets (Linux, Windows, macOS, NSIS setup,
+  AppImage, Web, Desktop HQ).
+- Asset names and download links point at the released version.
+
+`tools/publish_release.sh` preflights artifact size/free space, writes SHA-256
+checksums, rolls back newly uploaded assets/release on failure, and supports
+opt-in retention:
+
+```bash
+RETAIN_RELEASES=7 ./tools/publish_release.sh <version>
+```
+
+The default `RETAIN_RELEASES=0` never prunes.
+
+### 7. Post-release record
+
+Update `README.md`, `docs/development-status.md`, `MEMORY.md`, `CHANGELOG.md`,
+`TODO.md`/`DONE.md` and the release page with the built/CI result. Commit the
+release record and push. Record any skipped check and the reason; never leave a
+tag with unreported missing verification.
+
+## Known gotchas
+
+- **Dirty build inflation:** always use the clean worktree above.
+- **`Class ... hides a global script class`:** remove stray `.gd` backups in
+  `tmp/`, delete `.godot`, re-import.
+- **Screenshot staging:** `capture_ui_states.gd` needs its settle frames and
+  staged state; do not capture a paused frame or a stale modal.
+- **Judge keys:** OpenRouter calls need `.env`/`OPENROUTER_API_KEY`; never commit
+  the key or generated review folders.
+- **Tag builds publish automatically:** do not run a second manual publish that
+  duplicates assets; use the existing release if re-running.
+- **macOS is unsigned unless policy changes:** record quarantine instructions and
+  do not claim notarization.
+- **Release blockers are real:** external playtest, legal/storefront approval,
+  AI-provider rights and target-hardware checks cannot be replaced by green unit
+  tests.
+
+## Bundled references
+
+- [`references/release-runbook.md`](references/release-runbook.md) — version,
+  build, tag, CI, publish and rollback sequence.
+- [`references/qa-gates.md`](references/qa-gates.md) — full command matrix,
+  expected results and evidence to record.
+
+## Completion checklist
+
+- [ ] Version/changelog/docs/tag match.
+- [ ] No unresolved release blockers for a final tag.
+- [ ] Godot, Python, smokes, asset and docs gates pass.
+- [ ] Gallery and optional judges reviewed with evidence.
+- [ ] Clean worktree build and checksums verified.
+- [ ] Linux/HQ/Web checks recorded; unavailable platforms noted.
+- [ ] Tag pushed; CI/publish succeeded; seven assets verified.
+- [ ] Release record and durable docs committed.

.agents/skills/gig-line-release-qa/references/qa-gates.md

@@ -0,0 +1,171 @@
+# QA Gate Matrix
+
+Run from the repository root. Capture the exit code and the useful report line,
+not only the final “OK”.
+
+## 1. Source and docs
+
+```bash
+git status --short
+git log --oneline -5
+python3 tools/check_docs.py
+git diff --check
+```
+
+Expected: intended files only; `check_docs: OK`; no whitespace errors.
+
+## 2. Automated suites
+
+```bash
+godot --headless --path . --script res://src/test/test_runner.gd
+python3 -m unittest discover -s tools/tests -t tools -p 'test_*.py'
+```
+
+Expected: the current Godot suite passes (historically 272+ tests) and the
+Python tooling suite passes (currently 160 tests). Do not edit expected counts
+without inspecting the suite.
+
+## 3. Asset gates
+
+```bash
+python3 tools/blender_assets.py audit
+python3 tools/blender_assets.py fit
+python3 tools/blender_assets.py texels
+python3 tools/npc_pipeline.py audit
+python3 tools/npc_proportions.py report
+```
+
+Expected: exit 0, no `BAD` assets, all eight characters inside the stylized
+proportion guide, no budget/contract regression.
+
+Optional texture/model audits when those assets changed:
+
+```bash
+python3 tools/asset_pipeline.py audit assets/textures/ai/game_ready
+python3 tools/model_pipeline.py audit
+```
+
+## 4. Smoke matrix
+
+Headless:
+
+```bash
+for s in smoke_audio smoke_crowd smoke_emergency smoke_npc_budget \
+         smoke_plan_verbs smoke_scenario_content smoke_session_shell \
+         smoke_timeline smoke_ui_flows; do
+  echo "== $s"
+  godot --headless --path . --script res://src/test/$s.gd || exit 1
+done
+```
+
+Isolated data:
+
+```bash
+rm -rf /tmp/gig-line-release-campaign /tmp/gig-line-release-tutorial
+XDG_DATA_HOME=/tmp/gig-line-release-campaign godot --path . --fixed-fps 60 \
+  --script res://src/test/smoke_campaign.gd
+XDG_DATA_HOME=/tmp/gig-line-release-tutorial godot --path . --fixed-fps 60 \
+  --script res://src/test/smoke_tutorial.gd -- --tutorial
+```
+
+Windowed input/UI:
+
+```bash
+godot --path . --script res://src/test/smoke_movement.gd
+godot --path . --script res://src/test/smoke_props.gd
+godot --path . --script res://src/test/smoke_focus_radial.gd
+```
+
+Expected: 14 smokes green. `smoke_npc_budget` should print the current mesh,
+triangle and frame-time evidence; the 50 ms budget is a safety ceiling.
+
+## 5. Screenshot and design gates
+
+```bash
+./tools/check_screenshots.sh
+python3 tools/screen_designs.py compare
+```
+
+Expected: 21 good / 0 bad; no unexplained compare output. The judge is optional:
+
+```bash
+python3 tools/screen_designs.py judge --model auto
+```
+
+Record model, confidence/verdict summary, `diff` count and any manual review.
+`docs/screen-design-report.md` is the durable record.
+
+## 6. Realism judge (when visual assets/lighting changed)
+
+```bash
+godot --path . --script res://src/test/capture_realism.gd \
+  -- --out=res://docs/screens/realism/<run>/after
+python3 tools/scene_concepts.py realism --run docs/screens/realism/<run> \
+  --judge --model <pinned-model>
+```
+
+Expected: a complete set of required stage captures, no stale pauses/modals, and
+a report under the gitignored run directory. Record:
+
+- pinned model/fallbacks
+- shots attempted/completed
+- spend if the tool exposes it
+- mean score and Pillow gap
+- every `review` verdict and disposition
+
+Do not commit the run. Commit only the decision/report summary and any durable
+comparison sheet explicitly intended for review.
+
+## 7. Package checks
+
+Use the clean worktree from `release-runbook.md`.
+
+```bash
+PUBLISH_DRY_RUN=1 ./tools/publish_release.sh <version>
+sha256sum -c build/SHA256SUMS-<version>.txt
+unzip -l build/gig-line-web-<version>.zip
+unzip -l build/gig-line-desktop-hq-<version>.zip
+unzip -p build/gig-line-desktop-hq-<version>.zip override.cfg
+./build/gig-line-linux-<version>.x86_64 --headless --quit-after 60
+```
+
+Expected:
+
+- names match the version;
+- Linux/Windows/macOS/Web/HQ present locally;
+- Web contains HTML/wasm/pck and docs;
+- HQ contains `override.cfg`, executables and docs;
+- Linux/HQ start without a script error.
+
+Windows installer/AppImage and macOS launch require CI or the target matrix. If
+not available, mark them as unverified rather than passing them by analogy.
+
+## 8. Release verification
+
+After the tag push:
+
+- CI checks job succeeded;
+- CI build job succeeded;
+- release page has seven assets;
+- each artifact name includes the released version;
+- the tag points at the release commit;
+- README/changelog/status and release notes agree.
+
+## Evidence summary template
+
+```text
+Release: vX.Y.Z (commit)
+Godot: pass (N/N)
+Python tooling: pass (N/N)
+Smokes: 14/14
+Assets: audit/fit/proportions/npc audit pass
+Budget: 24 NPCs, N meshes, N triangles, N ms
+Gallery: 21 good / 0 bad
+Screen judge: N/N match, N review, N diff
+Realism: model, attempts, mean, gap, review dispositions
+Build: clean worktree, artifact sizes/checksums
+Launch: Linux/HQ/Web checks; unverified platforms
+CI/release: run id, seven assets
+Skipped checks + reason:
+Known limitations:
+```

.agents/skills/gig-line-release-qa/references/release-runbook.md

@@ -0,0 +1,171 @@
+# Release Runbook
+
+Authoritative source: `AGENTS.md` (Release Procedure), `docs/RELEASING.md`.
+This runbook is the operational checklist; if it conflicts with those, they win.
+
+## 0. Decide the release
+
+Determine whether this is a major, minor, patch, or release-candidate checkpoint.
+Do not assign a version to an unversioned development track until its scope is
+accepted into a release.
+
+Check the current release constraints in `TODO.md`:
+
+- external playtest evidence
+- legal/AI-provider/storefront review
+- macOS signing/notarization policy
+- target hardware matrix
+- any manual QA gaps
+
+If a final release would ship with unresolved blockers, prepare an RC or stop;
+do not create a final tag.
+
+## 1. Prepare the version
+
+Files to update:
+
+| File | Change |
+| --- | --- |
+| `project.godot` | `config/version="X.Y.Z"` |
+| `CHANGELOG.md` | dated `## [X.Y.Z] — YYYY-MM-DD` entry |
+| `README.md` | latest/current version and summary |
+| `PLAN.md` / `docs/architecture.md` | current version reference |
+| `docs/development-status.md` | shipped capability/release result |
+| `TODO.md` / `DONE.md` | close/move milestone when complete |
+| `MEMORY.md` | release state and gotchas |
+
+Then commit the preparation before building.
+
+## 2. Run gates
+
+Use `qa-gates.md` as the command matrix. The minimum release gate is:
+
+- Godot suite
+- Python tooling tests
+- documentation gate
+- asset audits/fit/proportions
+- 24-NPC budget
+- 14 smoke scripts
+- screenshot compare
+- optional screen/realism judge with recorded model/attempts
+- clean build and artifact checks
+
+Any skipped check must be written into `MEMORY.md` or `TODO.md` with a reason.
+
+## 3. Build in a clean worktree
+
+Why: Godot can pack ignored `tmp/` captures and `build/` outputs into the export.
+A dirty build can produce 1.6–3.1 GB artifacts instead of ~160–240 MB.
+
+```bash
+git worktree add --detach /tmp/gig-line-release HEAD
+cd /tmp/gig-line-release
+./tools/build_releases.sh
+```
+
+Expected local artifacts:
+
+```text
+build/gig-line-linux-<version>.x86_64
+build/gig-line-windows-<version>.exe
+build/gig-line-macos-<version>.zip
+build/gig-line-web-<version>.zip
+build/gig-line-desktop-hq-<version>.zip
+```
+
+CI additionally produces the NSIS setup and AppImage, for seven release assets.
+
+## 4. Preflight and checksum
+
+```bash
+PUBLISH_DRY_RUN=1 ./tools/publish_release.sh <version>
+sha256sum -c build/SHA256SUMS-<version>.txt
+```
+
+`publish_release.sh` checks non-empty artifacts and local free space before any
+API call. It writes checksums under `build/` and does not upload them by default.
+
+Inspect packages:
+
+```bash
+unzip -l build/gig-line-web-<version>.zip | head -20
+unzip -l build/gig-line-desktop-hq-<version>.zip | head -20
+unzip -p build/gig-line-desktop-hq-<version>.zip override.cfg
+```
+
+Web must contain `index.html`, `index.wasm`, `index.pck`, and player docs.
+Desktop HQ must contain the Linux/Windows executables, `override.cfg`,
+`README.txt`, `CREDITS.md`, `PRIVACY.md`, `accessibility.md` and
+`known-limitations.md`.
+
+## 5. Runtime launch smoke
+
+```bash
+./build/gig-line-linux-<version>.x86_64 --headless --quit-after 60
+unzip -q build/gig-line-desktop-hq-<version>.zip -d /tmp/gig-line-hq
+/tmp/gig-line-hq/gig-line-linux-<version>.x86_64 --headless --quit-after 60
+```
+
+For Web, serve `build/web` and check HTTP 200 for `index.html`, `index.wasm`,
+`index.pck` and docs. Do not claim browser interaction from a curl check.
+
+Remove the temporary worktree after checks:
+
+```bash
+git worktree remove --force /tmp/gig-line-release
+```
+
+## 6. Tag and CI
+
+From the real repository, on the release commit:
+
+```bash
+git tag -a "v<version>" -m "Gig Line <version>"
+git push origin main "v<version>"
+```
+
+The tag triggers `.gitea/workflows/build.yml`: checks, export, installer,
+AppImage, release publish. Verify the run and assets:
+
+- check job success
+- build job success
+- seven assets present
+- tag/version/artifact names equal
+- download links respond
+
+Do not reuse a published tag. If a fix is needed, bump patch and repeat.
+
+## 7. Manual publish fallback
+
+Only if CI cannot publish:
+
+```bash
+RETAIN_RELEASES=7 ./tools/publish_release.sh <version>
+```
+
+The script reuses or creates the release, uploads present artifacts, verifies the
+asset count, and rolls back newly uploaded assets/new release on failure. The
+default retention is `0` (no deletion). Never delete older releases implicitly.
+
+## 8. Post-release record
+
+Commit a release record that includes:
+
+- tag and commit
+- CI run/result
+- seven assets
+- checksums or size evidence
+- skipped checks
+- known limitations
+- release URL
+
+Update `DONE.md`/`TODO.md` and `MEMORY.md`; keep the changelog and README
+consistent. Push the record commit.
+
+## Versioning pitfalls
+
+- A `vX.Y.Z` tag is immutable in practice; do not move/replace it.
+- A release candidate is not a final release. Do not label it as such in the
+  README or release page if blockers remain.
+- `config/version` must match the tag and artifact filenames.
+- The clean-worktree build is a release requirement, not an optimization.