Maintain VERSION, release targets, versioned artifacts, GoReleaser packaging, and publication. Use for release preparation, version checks, and explicitly requested releases; dependency refresh is separate.

Register named OAuth clients, manage private registration storage, and configure portal OIDC providers. Owns security oauth/oidc provisioning commands; external login providers and security local are separate.

Creates Git commits for completed work. Always use when committing changes, when the user explicitly asks to commit the work, when another PRP workflow reaches its commit step, or when the user invokes /prp-commit.

Prove or disprove an idea by building the smallest throwaway artifact that could falsify it, in an isolated worktree, ending in a PROVEN / DISPROVEN / CONDITIONAL verdict backed by evidence - never a PR. Use when the user wants to "spike this", "build a proof of concept", "POC this", "prototype it to find out", asks "is this possible", "is this feasible", "does this fit our stack", or "would it be worth changing X to allow Y" and wants it settled by building rather than by analysis, wants to compare approaches on evidence before picking one, or invokes /prp-spike.

Prove or disprove an idea by building the smallest throwaway artifact that could falsify it, in an isolated worktree, ending in a PROVEN / DISPROVEN / CONDITIONAL verdict backed by evidence - never a PR. Use when the user wants to "spike this", "build a proof of concept", "POC this", "prototype it to find out", asks "is this possible", "is this feasible", "does this fit our stack", or "would it be worth changing X to allow Y" and wants it settled by building rather than by analysis, wants to compare approaches on evidence before picking one, or invokes $prp-spike.

Quickly triages a contributor pull request or reported issue against repository policy and lightweight evidence without full review or root-cause analysis. Publishes the disposition to GitHub, and on a contributor pull request that links no issue it may open a tracking issue and close the pull request. Use when the user asks to "triage this contributor PR", "sanity-check this PR", "triage this issue", "reproduce this reported issue", "check whether this bug still exists", or invokes $prp-maintainer-triage.

Make a clean PR in mflux (inspect diff, quick verification, commit, push, open PR) using repo conventions.

Port ML models into mflux/MLX with correctness-first validation, then refactor toward mflux style.

Design rules concerning Chatto's ConnectRPC API, both resources and realtime

Instructions and hints for writing tests.

Polishes and improves the UI in your project. Covers concentric border radius, optical alignment, surface depth, contextual icons, hit areas and more.

Diagnose and configure MemSearch memory behavior. Use when the user asks about MemSearch configuration, plugin summarization, PROJECT.md/USER.md maintenance, memory directories, index health, provider routing, prompt files, or migration/compatibility questions.

Create or refine glass UI with accessible solid fallbacks. Covers frosted surfaces and Liquid Glass; excludes unrelated UI and 3D glass rendering.

Create or update a requested CompozyOS spec and its applicable companion contracts, reusing current decisions and research. Not a prerequisite for ordinary coding tasks.

把真实用户旅程转成可安装、可授权、状态诚实、可恢复的 Clowder AI 插件产品边界。 Use when: 设计或开发需要 Settings 安装/授权、后台 runtime、事件或数据入站、Needs Me、Host 路由的插件。 Not for: 只搭 Codex 插件目录（用 plugin-creator）、纯 skill/MCP、无宿主生命周期的一次性 API 脚本、只修插件内部实现 bug。 Output: 用户旅程契约 + ownership/authority map + 生命周期/恢复/发布方案 + fresh-consumer 与真实 dogfood 证据。

Portable workflow for external PR / issue operations and source-to-public publishing. Use when: a thread is reviewing, triaging, intaking, or advising on an external artifact, or must distinguish outbound sync from a public release. Not for: internal feature work with no external artifact, generic thread orchestration, replacing the external maintainer's own decision, or inventing deployment-specific export commands. Output: grounded provider-neutral subject + verified author/authenticated-identity comparison + adoption five-question answer + correctly separated sync/release custody.

Use when: 要判断 Agent 是否专业、省心或真正改善，需设计判断依据、指标、校准，或修改/审计 eval。Not for: 单次交付(quality-gate)、外部claim(source-audit)、摩擦诊断(code-as-harness)。Output: 测量与校准草案或指标出生证（纵向eval含触发契约），或病名+处置。

拆解参考产品的交互叙事，或把理念与用户旅程变成可判断的 Demo。Use when: 参考产品设计怎么借鉴、产品引导的叙事节奏、做个 demo 让人 get 到、比较家内交互或验证完整旅程。Not for: 已签字的正式产品前端、已有素材剪辑、PPT、纯视觉探索、用户实际操作引导。Output: 只读借鉴稿或交互叙事分镜；授权制作时交付双轴 Demo Contract、交互原型与验证记录。

F311 能力进化入口与续办。Use when: 用户询问可进化对象，或直接给出要改善的 Agent/业务能力结果，或已有项目需要继续。Not for: 事后复盘、确定性 bug、运行健康排查；只讨论或延后启动时不建 Program。Output: 解释边界；动作型目标幂等建 Program，并在同一 invocation 提交、回读首轮准备；已有项目按真实证据与权限继续取证、改进、复验和方法回流。

Agent/AI 产品宣传片的创意导演层：先锁产品主角、观众信念变化与影片格式，再把不可见的 Agent 协作翻译成可拍的故事、镜头、运动、声音和 provenance contract。Use when: 用户问 Agent 产品宣传片 如何导演/剪辑/叙事/配声音、要拆参考片、写 creative brief/beat sheet，或 video-forge 开机前仍未锁定 主语与镜头语法。Not for: brief 已冻结后的录制/TTS/对齐/渲染（用 video-forge）、教程/功能 walkthrough、 纯动画生产（用 anime-forge）、只找时效性竞品（先用 deep-research）。Output: product-hero sentence + audience belief change + format decision + claim/proof beat sheet + shot/motion/sound maps + provenance ledger + operator acceptance questions。GOTCHA: 用户举的页面、thread 或成果只是候选证据，不自动成为影片主题；内部静态分镜不能冒充成片。