Skill reviews

Cognitive discipline for AI-native scientific experimentation. Trigger when setting up controlled experiments with LLM agents, designing reproducible evaluation pipelines, or struc

• References files that are not bundled: scripts/validate_<module>.py, scripts/validate_repo_state.py
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 2 referenced file(s) missing: scripts/validate_<module>.py, scripts/validate_repo_state.py

Generate Marp teaching slides from source content for teachers. Use when: (1) Generating Marp-compatible markdown slides from a .md file or folder for teaching/presentations, (2) C

• References files that are not bundled: images/logo.png, path, image.png
• 11 top-level sections: this looks like several domains in one skill
• 5 referenced file(s) missing: images/logo.png, path, image.png

Guide for reading, interpreting, and applying statutes, regulations, and rules in legal and compliance contexts. Use when the user asks about (1) how to read and interpret statutes

• References files that are not bundled: references/index.md
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 15 top-level sections: this looks like several domains in one skill

紫微斗数双人合盘：先以 zwds-cli 各排一盘，再将两份 data 送入 hepan-cli 得 0–100 匹配分、维度分项与 hits。用户提及合盘、配对、缘分指数、双人紫微匹配时使用。

• References files that are not bundled: ../zwds/SKILL.md
• 1 referenced file(s) missing: ../zwds/SKILL.md
• Does not say what the result is

AI 开发博客工厂 - 自动抓取 GitHub Trending 与技术资讯，生成结构化开发周报并发布至飞书

• References files that are not bundled: url
• 12 top-level sections: this looks like several domains in one skill
• 1 referenced file(s) missing: url

HuiMemory 本地语义记忆系统集成指南。帮助用户快速集成对话记忆、语义检索、时间过滤功能到 AI 应用中。 触发场景：记忆系统、对话检索、语义搜索、HuiMemory、本地记忆、turn anchor、对话管理、长期记忆、上下文窗口、分段扫描、时间解析、BGE embedding、向量检索、对话轮次、记忆召回。 当用户提到"记忆系统"、"对话检索"

• References files that are not bundled: examples/quickstart.py, examples/llm_integration_demo.py
• 3 test cases, all positive: not one "should refuse" or "should ask first"
• 2 referenced file(s) missing: examples/quickstart.py, examples/llm_integration_demo.py

北京下班及周末放松推荐助手 v1.4.0。工作日推荐电影、脱口秀、演出；周末推荐City Walk、京郊游、社交活动、演出。实时抓取猫眼/大麦/美团/小红书数据。

• References files that are not bundled: scripts/formatters.mjs
• 1 referenced file(s) missing: scripts/formatters.mjs
• Does not say what the result is

• References files that are not bundled: examples/vulnerable.tf
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 14 top-level sections: this looks like several domains in one skill

美团跑腿下单助手。通过直接调用下单接口完成跑腿全流程，支持帮取送、帮买等场景。适用于工作场景：寄送合同/文件/设备、同城取件、办公室间物品转运、紧急采购等。触发词：帮我下跑腿、跑腿下单、美团跑腿、帮我送东西、跑腿订单、帮我取号、帮我搬、帮我买、寄文件、送合同、取快递、同城配送。

• References files that are not bundled: {授权链接}
• 1 referenced file(s) missing: {授权链接}
• Does not say what the result is

Call 179 professional agents on-demand from database

• References files that are not bundled: scripts/agent_usage_demo.py
• 19 top-level sections: this looks like several domains in one skill
• 1 referenced file(s) missing: scripts/agent_usage_demo.py

Spawn OpenCode as an ACP (Agent Client Protocol) subagent for complex coding tasks. Use when building games, web apps, multi-file projects, or when the user says "use opencode", "s

• References files that are not bundled: references/opencode-docs.md
• 16 top-level sections: this looks like several domains in one skill
• 1 referenced file(s) missing: references/opencode-docs.md

ClawMobile - 完整的 Android 自动化工具包，深度集成 AutoX.js。 提供工作流管理、任务录制、AI 智能干预、会员系统、HTTP API 通信等完整功能。 支持自动化测试、RPA 流程自动化、移动应用交互等场景。 适用场景：自动化测试、批量操作、流程录制和回放、无人值守任务、移动应用 RPA。

• References files that are not bundled: LICENSE
• 1 referenced file(s) missing: LICENSE
• Does not say what the result is

Author a new HyperFrames registry block (caption style, VFX block, transition, lower third) or component (text effect, overlay, snippet) and ship it as an upstream PR to the hyperf

• References files that are not bundled: scripts/upload-docs-images.sh, scripts/generate-catalog-pages.ts
• 2 referenced file(s) missing: scripts/upload-docs-images.sh, scripts/generate-catalog-pages.ts
• Does not say what the result is

通过 Gangtise Agent OpenAPI 统一拉取 Markdown 投研文本，面向「快速可读、少跳转」的研究与问答场景。 各 Agent 能力概览：one-pager（公司一页通，单票核心要素与结论浓缩）； investment-logic（投资逻辑，主线叙事与关键假设）； peer-comparison（同业对比，竞争格局与可比公司差异）； e

• References files that are not bundled: scripts/.authorization
• 1 referenced file(s) missing: scripts/.authorization
• Does not say what the result is

Daily-scheduled AI news tracker. Collects updates from 80+ AI entities across 6 sources every 24 hours (default 08:00 UTC+8). Generates scored, deduplicated Markdown reports. Suppo

• References files that are not bundled: URL
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 12 top-level sections: this looks like several domains in one skill

Evidence-backed bioprocess DOE planning for fermentation and upstream optimization. Use this skill when a task requires turning fetched patent, paper, and web evidence into traceab

• References files that are not bundled: ../mcp-setup/PATSNAP_MCP_SETUP.md, ../docs/companion-private-source.md
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 15 top-level sections: this looks like several domains in one skill

全自动化AI内容监控与飞书推送工作流，支持多源内容检测、自动文档创建、智能错误恢复。当用户需要自动化推送AI生成的内容（播客摘要、技能学习总结、对话简报等）到飞书时使用此技能。

• References files that are not bundled: docs/workflow-design.md, docs/error-handling.md, docs/performance.md
• 17 top-level sections: this looks like several domains in one skill
• 4 referenced file(s) missing: docs/workflow-design.md, docs/error-handling.md, docs/performance.md

Turn any AI agent into a 19-chain crypto wallet via MeneseSDK on ICP. Send tokens, swap on DEXes (Raydium, Uniswap, ICPSwap, KongSwap, Cetus, Minswap), bridge cross-chain, manage D

• References files that are not bundled: scripts/wallet_commands.py, references/api-surface.md, references/automation.md
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 11 top-level sections: this looks like several domains in one skill

深度研究技能，用于进行领域调研、文献调研、survey研究。当用户说"做一个survey"、"深度研究一下XX"、"文献调研"、"研究一下XX领域的最新进展"、"帮我调研XX"、"学术调研"时自动触发。支持arXiv、PubMed、PMC、Google Scholar等多个数据源，自动下载PDF并解析全文，生成三层报告（执行摘要、验证清单、完整报告）。

• References files that are not bundled: scripts/research_claw_bridge.py
• 12 top-level sections: this looks like several domains in one skill
• 1 referenced file(s) missing: scripts/research_claw_bridge.py

将 Markdown 技术文档自动转换成带配音旁白的专业视频。使用 edge-tts 生成自然人声、Remotion 渲染视觉场景、FFmpeg 合并音视频，输出 1920×1080 全高清视频。适用场景：项目文档视频化、教程制作、知识分享。

• References files that are not bundled: references/case-study-pattern.md
• 14 top-level sections: this looks like several domains in one skill
• 1 referenced file(s) missing: references/case-study-pattern.md

德胧AI龙虾军团外网信息舆情采集工具 v1.0。整合 miaoda-web-search（网页搜索摘要）+ AutoCLI（50+平台深度采集）+ 飞书卡片推送 + 定时自动化。 触发词：舆情、情报、网情、监控、搜索、行业动态、竞争对手动态、竞品分析、外网信息采集 使用场景： - 酒店行业舆情监控（华住/锦江/亚朵/德胧） - 竞品动态追踪 - 行业趋势

• References files that are not bundled: url
• 11 top-level sections: this looks like several domains in one skill
• The response is described with custom markup (5 tags): a typed call is more reliable

Execute real user tasks across websites and local applications with a reliability-first strategy. Use when the user wants the agent to actually do something, not just answer: opera

• References files that are not bundled: references/site-patterns/<domain>.md, references/site-patterns/<app-name>.md, references/site-patterns/<target>.md
• 14 top-level sections: this looks like several domains in one skill
• 3 referenced file(s) missing: references/site-patterns/<domain>.md, references/site-patterns/<app-name>.md, references/site-patterns/<target>.md

Creates and orchestrates multi-agent pipelines on the iii engine. Use when building AI agent collaboration, agent orchestration, research/review/synthesis chains, or any system whe

• References files that are not bundled: ../references/agentic-backend.js, ../references/iii-config.yaml
• 10 top-level sections: this looks like several domains in one skill
• 2 referenced file(s) missing: ../references/agentic-backend.js, ../references/iii-config.yaml

Use when oTP behaviors including gen_server for stateful processes, gen_statem for state machines, supervisors for fault tolerance, gen_event for event handling, and building robus

• References files that are not bundled: <https://www.erlang.org/doc/design_principles/users_guide.html>, <https://www.erlang.org/doc/man/gen_server.html>, <https://www.erlang.org/doc/man/gen_statem.html>
• 5 referenced file(s) missing: <https://www.erlang.org/doc/design_principles/users_guide.html>, <https://www.erlang.org/doc/man/gen_server.html>, <https://www.erlang.org/doc/man/gen_statem.html>
• Does not say what the result is

Followin MCP 相关子 Skill 的索引与入口。在需要路由到情报/舆情/策略/宏观/美股等能力时，先读本文件再打开 references 下对应 *.SKILL.md。

• References files that are not bundled: references/*.SKILL.md
• 1 referenced file(s) missing: references/*.SKILL.md
• Does not say what the result is