What exactly is broken in popular skills: references to files that are not bundled, actions taken without human approval, processes with no stopping condition. Everything here is measured from the skill text rather than judged by a model, so every line can be checked.
Referencewill not run
Pure-Python recursive memory recall for persistent AI agents. Manager→workers→synthesis RLM loop — no Deno, no fast-rlm, just HTTP calls to any OpenAI-compatible LLM.
- References files that are not bundled: ../LICENSE
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: ../LICENSE
clawhub · ↓ 1 139 ★ 1
ProcedureGitHubwill not run
- References files that are not bundled: kit-web3-interop.md, idl-codegen.md, payments.md
- 3 referenced file(s) missing: kit-web3-interop.md, idl-codegen.md, payments.md
- Does not say what the result is
clawhub · ↓ 2 049
Procedurewill not run
- References files that are not bundled: references/subtitle_styles.md, references/title_templates.md
- 13 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: references/subtitle_styles.md, references/title_templates.md
clawhub · ↓ 1 135 ★ 1
Integrationwill not run
CLI for AI agents to lookup Star Wars universe info for their humans. Uses SWAPI. No auth required.
- References files that are not bundled: scripts/starwars
- 1 referenced file(s) missing: scripts/starwars
- Does not say what the process needs to start
clawhub · ↓ 2 056
Generatorwill not run
Deterministic entropy streams for reproducible testing and procedural generation. Perfect 50/50 statistical distribution with hash verification. Not cryptographically secure - use
- References files that are not bundled: examples/binary_fusion_tap.js
- 1 referenced file(s) missing: examples/binary_fusion_tap.js
- Does not say what the result is
clawhub · ↓ 2 091
Integrationwill not run
Standardize handling of common OpenClaw errors (gateway restart, browser service unavailable, cron failures) with automated recovery steps. Use when you need to automate detection
- References files that are not bundled: scripts/gateway-recovery.sh, scripts/browser-recovery.sh, scripts/cron-recovery.sh
- 3 referenced file(s) missing: scripts/gateway-recovery.sh, scripts/browser-recovery.sh, scripts/cron-recovery.sh
- Does not say what the result is
clawhub · ↓ 2 045
Analyzerwill not run
A comprehensive AI marketing partner for DTC ecommerce. Combines multiple diagnostic and optimization skills powered by Attribuly first-party data.
- References files that are not bundled: references/[skill-name].md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 10 top-level sections: this looks like several domains in one skill
clawhub · ↓ 1 149 ★ 1
ProcedurePowerPointwill not run
- References files that are not bundled: CONTRIBUTING.md
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: CONTRIBUTING.md
clawhub · ↓ 1 510 ★ 1
Procedurewill not run
Open Health Link 健康数据授权与连接助手。当前接入倍轻松(breo)Scalp5 设备数据, 可查看头皮检测报告、头皮护理方案,或绑定/解绑倍轻松(breo)账号。 仅当用户明确提出“账号绑定/解绑”“报告查询”“护理方案查询” 或明确提到 Open Health Link、breo Scalp5 相关数据查询时使用此技能。
- References files that are not bundled: ...
- 1 referenced file(s) missing: ...
- No condition that starts the skill
clawhub · ↓ 772 ★ 2
Integrationwill not run
Use when the user asks to 'buy BTC', 'sell ETH', 'place a limit order', 'place a market order', 'cancel my order', 'amend my order', 'long BTC perp', 'short ETH swap', 'open a posi
- References files that are not bundled: ../_shared/preflight.md, references/<module>-commands.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 10 top-level sections: this looks like several domains in one skill
clawhub · ↓ 2 011
Generatorwill not run
Generate ultra-realistic images and Instagram content using Gemini 2.0 Flash Experimental. Use when creating photorealistic images, social media content, or visual assets for Insta
- References files that are not bundled: assets/stock/
- 1 referenced file(s) missing: assets/stock/
- No condition that starts the skill
clawhub · ↓ 1 094 ★ 1
Procedurewill not run
个人阅读管理与笔记系统。用于记录读书进度、管理书摘与思考、生成阅读报告。支持渐进式阅读法:书摘记录→每周回顾→月度串联。触发词:"开始读"、"记录书摘"、"阅读进度"、"读完"、"复习"、"本月读了什么"。
- References files that are not bundled: scripts/generate_report.py, scripts/review_scheduler.py
- 2 referenced file(s) missing: scripts/generate_report.py, scripts/review_scheduler.py
- Does not say what the result is
clawhub · ↓ 1 113 ★ 1
Integrationwill not run
Fetch the latest Nasdaq-100 futures quote (default NQ=F) via Yahoo Finance chart API using Node.js and return price, change, percent change, and timestamp. Use when the user asks f
- References files that are not bundled: scripts/main.handler
- 1 referenced file(s) missing: scripts/main.handler
- Does not say what the process needs to start
clawhub · ↓ 1 109 ★ 1
Referencewill not run
Export .pen design to React/Tailwind code. Does ONE thing well.
Input: .pen frame ID or file path
Output: React component code + Tailwind config
Use when: design-exploration or u
- References files that are not bundled: references/token-extraction.md
- 1 referenced file(s) missing: references/token-extraction.md
- Does not say what the result is
clawhub · ↓ 2 052
Analyzerwill not run
Assess construction data quality using completeness, accuracy, consistency, timeliness, and validity metrics. Automated validation with regex patterns, thresholds, and reporting.
- References files that are not bundled: df
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: df
clawhub · ↓ 2 029
AnalyzerObsidianwill not run
视频案例分析助手(Video Analysis Workflow):一键分析本地/在线视频,拆解并输出为视频案例。自动提取分镜、画面、旁白、结构,生成①案例分析 ②抽帧分镜 ③脚本模板 ④台词转写 四份报告,支持自动整理Obsidian案例库。适用于运营发行、竞品视频分析、视频编导、团队案例库沉淀。
- References files that are not bundled: 抽帧/contact-sheet.jpg, 抽帧/contact-first60.jpg, 抽帧/f-000.jpg
- 18 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (3 tags): a typed call is more reliable
clawhub · ↓ 1 318 ★ 1
ProcedureAWSwill not run
公众号素材|业务资料库|预设包|.aws 预设包|主题包|品牌包|aiworkskills.cn — 用户业务资料库与预设包管理:业务资料按产品名组织在 `.aws-article/products/{产品名}/`(介绍 .md 直挂产品根 + 配图归 `images/` 子目录含同名说明 .md),AI 与用户对话产出业务介绍内容时引导用户保存;图片入库走
- References files that are not bundled: ../aws-wechat-article-main/SKILL.md
- 1 referenced file(s) missing: ../aws-wechat-article-main/SKILL.md
- Does not say what the result is
clawhub · ↓ 1 224 ★ 1
Analyzerwill not run
专业房产债权分析技能,对比安居客中介价格与阿里法拍成交价格,提供投资决策支持
- References files that are not bundled: scripts/price_config.json.example, scripts/price_config.json
- 15 top-level sections: this looks like several domains in one skill
- 2 referenced file(s) missing: scripts/price_config.json.example, scripts/price_config.json
clawhub · ↓ 1 080 ★ 1
Procedurewill not run
朱批录 · 国考备考追踪 Skill。当用户发来套题成绩、错题截图、备考打卡或复习进度时触发。 核心功能:识别错题截图 → 分类错题原因 → 更新本地记录 → 生成每日总结 → 导出 Excel / 同步飞书。 触发关键词:做了一套题、今天做了、错了几道、帮我分析、备考打卡、行测、申论、 判断推理、资料分析、言语理解、数量关系、错题、复习进度、导出错题本、同
- References files that are not bundled: assets/config.example.json
- 1 referenced file(s) missing: assets/config.example.json
- Does not say what the result is
clawhub · ↓ 1 120 ★ 1
Procedurewill not run
Natural language task and project management. Use when the user talks about things they need to do, projects they're working on, tasks, deadlines, or asks for a project overview /
- References files that are not bundled: {rel_path}, templates/dashboard/*.html, scripts/*.py
- 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
clawhub · ↓ 2 023
Analyzerwill not run
Multi-model peer review layer using local LLMs via Ollama to catch errors in cloud model output.
Fan-out critiques to 2-3 local models, aggregate flags, synthesize consensus.
Use
- References files that are not bundled: scripts/peer-review.sh, scripts/peer-review-batch.sh, scripts/seed-test-corpus.sh
- 3 referenced file(s) missing: scripts/peer-review.sh, scripts/peer-review-batch.sh, scripts/seed-test-corpus.sh
- Does not say what the process needs to start
clawhub · ↓ 2 032
Generatorwill not run
Use when your agent needs to build, maintain, or run the local `audiobook` skill for voice-library management, Step official voice sync, clone voice analysis, LLM casting, replayab
- References files that are not bundled: scripts/<name>.py, assets/*.template.yaml, examples/*minimal*
- 15 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (11 tags): a typed call is more reliable
clawhub · ↓ 794 ★ 2
Generatorwill not run
Bring your agent to life. Generate stable agent avatars and short image-driven adventure arcs. Use when creating or refining a mascot/agent identity, preserving a character across
- References files that are not bundled: assets/default-mother-image.png
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: assets/default-mother-image.png
clawhub · ↓ 1 108 ★ 1
Integrationwill not run
Query Web3 blockchain data from Moralis API. Use when user asks about wallet data (balances, tokens, NFTs, transaction history, profitability, net worth), token data (prices, metad
- References files that are not bundled: rules/getWalletActiveChains.md, rules/getWalletApprovals.md, rules/getWalletHistory.md
- 15 top-level sections: this looks like several domains in one skill
- 72 referenced file(s) missing: rules/getWalletActiveChains.md, rules/getWalletApprovals.md, rules/getWalletHistory.md
clawhub · ↓ 1 108 ★ 1
ProcedureGitHubwill not run
Save and organize web articles as bookmarks with AI summaries and auto-tagging. Use when the user wants to bookmark or collect articles.
- References files that are not bundled: article1.md, article2.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 2 referenced file(s) missing: article1.md, article2.md
clawhub · ↓ 767 ★ 2