EXECUTE lean Full Story Development Cycle for one story: plan via CLI, run validate → develop → review (QG loop) → close with Sequence Lock, durable progress under .aiox/sdc/. Use when: full-sdc, full cycle, SDC, run story end-to-end.

Implement a story (Ready → InProgress → ready for review). Runs the OSS develop task. Use when: develop story, *develop, /develop-story, implement ACs.

Generate a full Agent Academy feedback report — extracting feedback from Excel files and GitHub issues, analyzing sentiment, generating charts, and producing a single styled PDF with a cover page, management summary, and detailed analysis. Use this skill when the user asks to generate an Agent Academy report, create a feedback analysis, build a course completion report, or wants to analyze Agent Academy survey data. Also triggers when the user mentions Agent Academy feedback, course grades, sentiment analysis of Agent Academy data, or exporting Agent Academy results to PDF.

How to work in a Software Lifecycle project (the `software-lifecycle` starter pack): proposals → decisions → specs → postmortems, plus guides. Read when the project has these folders, or when asked how this project is organized. Carries the doc lifecycle, status flows, and per-folder agent behaviors so that guidance does not live inside template bodies or folder descriptions. The five workflows — frame a proposal, write a spec, record a decision, write a postmortem, review a design — each ship as their own sibling skill in this pack. Complements the platform `open-knowledge` skill; does not replace it.

Analyze YouTube channels for outlier videos and packaging patterns. Identifies what's working (2x+ average views) across any set of channels. Use when asked for YouTube competitive analysis, viral video patterns, or packaging/title inspiration.

CLI toolkit for managing containerized LLM services. Use when the user wants to start, stop, configure, or manage AI/LLM services like Ollama, Open WebUI, llama.cpp, vLLM, LiteLLM, ComfyUI, and 250+ others. Triggers on requests to "run a model", "start ollama", "set up an LLM", "configure harbor", "manage services", "check what's running", "harbor launch", Boost custom workflows, or any Docker-based AI service management task.

任务终止 —— 用户主动取消或任务到期时触发，调 `miloco-cli task delete --reason X` 一笔走完 backend（写 task_terminate_log + 删 task，FK CASCADE 同步清 rule / cron / task_record_* 主表/子表），顺序跑返回的 agent_pending 让 openclaw 老通路 external cron 一并下线。

家庭信息首次初始化 / onboarding —— 用户说"初始化家庭""配置家庭成员""首次设置""帮我建家庭档案""onboarding"时激活；收到后端推送的 `[系统事件]` onboarding 消息（全新安装检测）时主动发起；也在身份库成员为空 + 家庭档案为空时由 agent 提议。通过访谈把家庭成员与家庭档案一次性建起来。

Reveal marked-up text word by word as scroll progress advances, while preserving semantic inline links, emphasis, responsive line wrapping, and reduced-motion readability. Use for headlines, quotes, manifestos, product statements, onboarding messages, or editorial passages where scrolling should pace comprehension rather than simulate typing.

Build or refactor reusable, data-driven enemy archetype and moveset systems for Three.js action games. Use for enemy content schemas, model and rig conventions, combat move timing and contact contracts, runtime state boundaries, placeholder fallbacks, deterministic fixtures, or production playthrough validation.

Turn a completed daily UI inspiration capture into exactly five original landing-page builds, one per separate Codex task, using Sites. Use when the user asks to turn the daily inspiration references, a five-item UI prompt pack, or a dated `*-ui-inspiration-capture` article into distinct HTML landing pages while changing the source brands, names, copy, people, numbers, pricing, claims, and imagery.

Review code for readability, reuse, and simplicity. Triggered by "/simplify" when user wants to refactor complex code, remove duplication, or improve clarity.

Create and post ASCII art voting status diagrams to GitHub issues and Discord. Use when asked to update voting, show voting results, or announce voting status.

Detect and analyze abusive accounts on Pollinations. IP clustering, multi-signal scoring, ban recommendations. Use when investigating abuse, bot farms, or suspicious usage patterns.

Prepares a MockServer release by recommending the release version from Semantic Versioning rules and `changelog.md`, checking release readiness, and listing the exact Buildkite release parameters. Use when users say "prepare release", "release version", "run the release pipeline", "which version should we release", or need to verify changelog and secret readiness before triggering the release pipeline.

Use when resolving merge or rebase conflicts in flutter_rust_bridge, especially conflicts involving generated files after master/main changed independently from a PR branch.

Use when a flutter_rust_bridge PR has Codecov patch or project coverage drops, Codecov comments mention missing lines, or you need to decide whether to add tests or justified coverage-ignore markers.

Use for ordinary flutter_rust_bridge Docker/devcontainer setup, local image usage, and Apple Silicon containers; route image upgrades and publishing to frb-upgrade-docker.

Use when the user wants Docker-based FRB development or Tart-based iOS Simulator validation.

Use when fixing bugs, adding regression tests, adding new features, when compilation is slow, or when learning twin test naming conventions in flutter_rust_bridge