Use for the items catalog CLI, ownership API, reason tags, quarantine/reconcile, or items state and migrations.
Use for layout-affecting in-game UI work in this repository: new or changed HUDs, game screens, modal/dialogue sheets, menus, bottom navigation, responsive PC/phone layout, floating layers, clipping/scrolling/overflow, hit targets, or visual proof for a changed game UI surface. Forces a short widget/mode inventory before non-trivial edits so agents reuse existing Neotolis UI APIs. Skip for pure copy tweaks, asset swaps, or runtime automation tasks that do not change layout.
Use ONLY after a source-first search (shared asset library + free CC0/OFL sources) finds no fit, to generate real raster art for AI Studio asset workflows: fake shots, icon/source sheets, sprites, UI art, or source images for later asset tools. Generation is the last resort, not the default. Prefer Codex CLI imagegen via `codex exec` and `scripts/codex_imagegen.sh`; use Antigravity/agy CLI only as fallback. Owns raster creation only; nt-asset-workflow coordinates asset tools, catalog/intake handoff, and ai_studio/quality visual acceptance.
Use when the user asks for a full retrospective or analysis of an AI-assisted work session, chat history, agent run, long task, profiling data, slow progress, repeated failures, weak tool/subagent use, context loss, planning gaps, quality risks, or process improvements. Produces one comprehensive evidence-based session review with bottlenecks, causes, better workflow, and concrete changes for future runs.
Use for layout-affecting in-game UI work in this repository: new or changed HUDs, game screens, modal/dialogue sheets, menus, bottom navigation, responsive PC/phone layout, floating layers, clipping/scrolling/overflow, hit targets, or visual proof for a changed game UI surface. Forces a short widget/mode inventory before non-trivial edits so agents reuse existing Neotolis UI APIs. Skip for pure copy tweaks, asset swaps, or runtime automation tasks that do not change layout.
Use when starting or revising a game concept, first GDD, visual GDD, fake gameplay shot, gameplay loop, design pillars, reference pack, implementation handoff, or design-source cleanup for a specific game. Also use when converting loose ideas into scoped first playable requirements, gameplay data, UI flow, risks, and next implementation steps.
Use when the lead wants to view, test, pick, or play a local AI Studio surface, asset viewer export, static page, or wasm game build from a phone or another device by exposing a self-contained directory through a temporary public cloudflared quick tunnel. Public and unauthenticated while running; never serve secrets or private sources.
Use when sourcing, adding, moving, preparing, recording, promoting, pulling, reviewing, licensing, or validating game assets in this repository: add an asset to a game, reuse an asset from the global library, add a new asset or pack to the global library, handle paid/non-redistributable assets, refresh previews, inspect unregistered files, or update asset storage/viewer/index/manifest workflows. Source first, keep license/provenance, and route through ai_studio/assets.