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初始化中文毕业论文工作区：检查学校模板与已有材料的放置位置，明确提示当前还缺什么，建立 `codex_md/` / `claude_md/` / `tmp_layout*/` 等中间层目录，并生成材料盘点与初始工作文件。

日本語の概要は準備中です。原文の説明を表示しています。

Review and record one pending human checkpoint in a research Workspace; use when a HUMAN Unit is blocked on an `Approve C*` decision, and never treat silence or artifact existence as approval.

日本語の概要は準備中です。原文の説明を表示しています。

Audit one research Workspace for declared Unit outputs and Pipeline target Artifacts, writing `output/CONTRACT_REPORT.md`; use for mid-Run coverage snapshots or final delivery completeness, not deep provenance integrity.

日本語の概要は準備中です。原文の説明を表示しています。

Use when a review workspace has manuscript text and needs a traceable claim ledger.

日本語の概要は準備中です。原文の説明を表示しています。

Teach the user a new skill or concept, within this workspace.

日本語の概要は準備中です。原文の説明を表示しています。

Train strict project ownership from repo-local docs/ai memory and central LLM Wiki project entities. Use when Codex or Claude Code should initialize a learning question bank, quiz or grade the user, run code tracing or failure drills, record misconceptions, schedule spaced repetition, or generate Markdown/JSON mastery dashboards without replacing llm-wiki or ai-project-memory.

日本語の概要は準備中です。原文の説明を表示しています。

MUST USE for C#/.NET deterministic tests that require the smallest production seam for DateTime/Task.Delay/File/Environment/Guid/Random, static API preservation, nested/parallel overrides, or no real I/O. USE ONLY when the target workspace contains C# source plus a .csproj or .sln. DO NOT USE for audits, bulk migration, code that already has an injectable seam, or an explicit migration to a user-named existing abstraction (migrate-static-to-wrapper). Use instead of general test generation when the requested test is impossible without a production edit and seam selection is still open.

日本語の概要は準備中です。原文の説明を表示しています。

Format or verify trusted .NET projects with the SDK-provided `dotnet format` command. USE FOR: applying or checking `.editorconfig`-driven whitespace, code-style, or analyzer fixes; adding a `--verify-no-changes` CI gate; diagnosing formatter scope or load failures. DO NOT USE FOR: repositories where another formatter exclusively owns the affected files; analyzer policy with no formatter work; mutating files when the user requested only diagnosis.

日本語の概要は準備中です。原文の説明を表示しています。

Use the open-source free `NetArchTest.Rules` library for architecture rules in .NET unit tests. Use when a repo wants lightweight, fluent architecture assertions for namespaces, dependencies, or layering. USE FOR: the repo uses or wants NetArchTest.Rules; architecture rules should be enforced in automated tests. DO NOT USE FOR: very rich architecture modeling that needs a heavier DSL. INVOKES: inspect the repository context, edit targeted files, and run relevant build, test, lint, or validation commands when changes are made.

日本語の概要は準備中です。原文の説明を表示しています。

在此 workspace 内就我想构建的工作流规格对我进行盘问。

日本語の概要は準備中です。原文の説明を表示しています。

Agent self-evolution system. Collects signals from user feedback, stores execution trajectories (golden + correction pairs), analyzes patterns, proposes mutations to workspace files, and generates HTML reports. Trigger with "/evolve" or when the user asks to improve agent behavior. Also use when the user says "remember this pattern", "don't do X again", or "that was a good approach, save it".

日本語の概要は準備中です。原文の説明を表示しています。

Design and implement game HUDs, menus, icons and portrait systems from visual proposals through reusable engine assets and input checks. Use when a game interface needs a coherent visual and behavior contract.

日本語の概要は準備中です。原文の説明を表示しています。

Choose a workflow for 3D concepts, meshes, materials, animation, game VFX, UI, levels, audio and native visual review.

日本語の概要は準備中です。原文の説明を表示しています。

Rig and animate supplied characters in Blender, revise motion from references, and deliver editable sources plus a verified game export.

日本語の概要は準備中です。原文の説明を表示しています。

Prepare strict-front character sheets, isolated parts and optional multiview references for 3D modeling from an approved image.

日本語の概要は準備中です。原文の説明を表示しています。

Generate and edit images, create video, audio, 3D assets or material maps through fal.ai MCP or the Python queue client. Use for fal model discovery, reference uploads, generation, recovery and local delivery.

日本語の概要は準備中です。原文の説明を表示しています。

Prepare a precise handoff for an agent or developer implementing a feature, continuing a task or reviewing a finished change.

日本語の概要は準備中です。原文の説明を表示しています。

Integrate approved character clips into a game's movement and combat systems, including turn compensation, gait phase, event timing and interruptions. Use after animation authoring or to repair runtime transitions.

日本語の概要は準備中です。原文の説明を表示しています。

Build and review game sound banks, map chosen takes to real events, and prepare or verify runtime playback with timing, repetition and mix limits. Use for unit voices, foley, impacts, UI cues and ambience.

日本語の概要は準備中です。原文の説明を表示しています。

Turn a game-level brief or existing scene snapshot into a reviewable spatial plan, then apply approved changes with coordinate, navigation and scene checks. Use for layouts, encounter placement and terrain plans.

日本語の概要は準備中です。原文の説明を表示しています。

Develop game effects from visual references and motion studies through an engine handoff, with event timing, lifecycle, readability and native review. Use for combat, status, environment or object effects.

日本語の概要は準備中です。原文の説明を表示しています。

Verify a visual game change using controlled native captures, targeted behavioral checks and a reviewable evidence record. Use for animation, VFX, HUD or scene changes whose appearance must be judged in the actual game.

日本語の概要は準備中です。原文の説明を表示しています。

Use the official Higgsfield CLI or its Blender integration to discover models, generate requested assets and resume recorded jobs.

日本語の概要は準備中です。原文の説明を表示しています。

Explore image concepts and make faithful edits of accepted references for 3D or creative production, with explicit model choices and visual review.

日本語の概要は準備中です。原文の説明を表示しています。