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.
Analyzerwill not run
Audit-ready decision artifacts for LLM outputs — assumptions, risks, recommendation, and review gating (schema-valid JSON).
- References files that are not bundled: examples/*.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
clawhub · ↓ 4 196 ★ 3
Analyzerwill not run
This skill should be used when the user wants to read, analyze, or work with CAD DWG/DXF drawing files. Trigger phrases include: DWG, DXF, CAD drawing, drawing analysis, layer, blo
- References files that are not bundled: assets/.setup_done
- 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
clawhub · ↓ 3 544 ★ 4
Procedurewill not run
Remember-this trigger: memory updates + recall for preferences, goals, boundaries, prior work, decisions, dates, and todos. Use whenever user asks to remember, continue previous co
- References files that are not bundled: references/promotion-checklist.md, references/profile-schema.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 17 top-level sections: this looks like several domains in one skill
clawhub · ↓ 2 494 ★ 6
IntegrationStripeNotionwill not run
Gumroad API integration with managed OAuth. Access products, sales, subscribers, licenses, and webhooks for your digital storefront.
Use this skill when users want to manage their
- References files that are not bundled: references/<source>/triggers.md, references/{source}/triggers.md
- 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
clawhub · ↓ 5 248 ★ 2
GeneratorTelegramGitHubwill not run
Add `/topic` to the start of any message in a Telegram forum group to auto-create a new topic from it. A title is generated automatically from the message content. Github: https://
- References files that are not bundled: <link>
- 1 referenced file(s) missing: <link>
- Does not say what the result is
clawhub · ↓ 3 901 ★ 3
Procedurewill not run
Capture durable lessons from debugging, user corrections, missing capabilities, and repeated workflow friction so future sessions avoid the same mistakes. Use this skill when a non
- References files that are not bundled: scripts/..., references/..., assets/...
- 3 referenced file(s) missing: scripts/..., references/..., assets/...
- Does not say what the result is
clawhub · ↓ 5 330 ★ 2
Referencewill not run
由夸克扫描王提供的高准取率 OCR 文字识别工具,支持印刷、手写、表格、多语言、公式等各种场景。支持图片、截图、扫描件中的文字提取,包括手写文档、表格内容、数学公式、商品图片等复杂场景。精准识别各类证件(身份证、社保卡、驾驶证、行驶证、港澳通行证、学位证等证件)及票据(增值税发票、火车票、英文发票等票据),同时支持医疗报告单、营业执照、习题题目等专业文档识别
- References files that are not bundled: scripts/common/*.py
- 1 referenced file(s) missing: scripts/common/*.py
- Does not say what the result is
clawhub · ↓ 3 696 ★ 4
Integrationwill not run
Universal API integration skill for enterprise platforms. Connect to any platform using Swagger/OpenAPI discovery.
- References files that are not bundled: scripts/platform_config.json, scripts/.token_cache.json, scripts/.swagger_cache/
- 11 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: scripts/platform_config.json, scripts/.token_cache.json, scripts/.swagger_cache/
clawhub · ↓ 13 609
Integrationwill not run
Secure key management for AI agents. Use when handling private keys, API secrets, wallet credentials, or when building systems that need agent-controlled funds. Covers secure stora
- References files that are not bundled: **kwargs
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: **kwargs
clawhub · ↓ 3 889 ★ 3
GeneratorDockerwill not run
Overview skill for OceanBase SeekDB. Routes to specialized skills for installing/deploying SeekDB on a target machine and for building SeekDB from source. Use as a starting point w
- References files that are not bundled: install/SKILL.md, build/SKILL.md, ../oceanbase-deploy/seekdb/SKILL.md
- 3 referenced file(s) missing: install/SKILL.md, build/SKILL.md, ../oceanbase-deploy/seekdb/SKILL.md
- Does not say what the result is
clawhub · ↓ 3 814 ★ 3
Referencewill not run
- References files that are not bundled: docs/INSTALLATION.md, docs/QUICKSTART.md, docs/examples.md
- 15 top-level sections: this looks like several domains in one skill
- 7 referenced file(s) missing: docs/INSTALLATION.md, docs/QUICKSTART.md, docs/examples.md
clawhub · ↓ 1 630 ★ 9
Referencewill not run
去除文本中的 AI 生成痕迹。当用户说"润色"、"改写"、"去 AI 味"、"更像人写的"、
"不要太机械"、"自然一点"、"有人味"时使用。也用于:编辑邮件/文案/文章/报告、
审阅 AI 生成内容、优化写作风格、让文字不那么像机器生成的。基于维基百科"AI 写作特征"指南,
检测并修复:夸大象征、宣传语言、模糊归因、三段式、AI 词汇、否定式排比、破折号
- References files that are not bundled: references/full-patterns.md
- 11 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: references/full-patterns.md
clawhub · ↓ 3 012 ★ 4
Generatorwill not run
Transform any AI agent into a world-class travel planner using Kontour AI's 9-dimension progressive planning model with structured conversation flow.
- References files that are not bundled: {APPROVED_PUBLIC_URL}
- 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
clawhub · ↓ 4 970 ★ 3
ProcedureAWSwill not run
Secrets-safe encrypted OpenClaw backups to S3/R2/B2/MinIO — lean modes, opt-in cron, staged restore. Use only when explicitly asked to back up/restore OpenClaw.
- References files that are not bundled: references/providers/{aws-s3,cloudflare-r2,backblaze-b2,digitalocean-spaces,minio,other}.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The response is described with custom markup (3 tags): a typed call is more reliable
clawhub · ↓ 3 142 ★ 4
IntegrationStripeNotionwill not run
Fireflies.ai GraphQL API integration with managed OAuth. Access meeting transcripts, summaries, users, contacts, and AI-powered meeting analysis.
Use this skill when users want to
- References files that are not bundled: references/<source>/triggers.md, references/{source}/triggers.md
- 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
clawhub · ↓ 3 087 ★ 4
Procedurewill not run
Use when participating in the USDC Hackathon, submitting projects, or voting. 3 tracks: SmartContract, Skill, AgenticCommerce. Submit to m/usdc on Moltbook.
- References files that are not bundled: tracks/CONTRACT.md, tracks/SKILL.md, tracks/COMMERCE.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 · ↓ 4 701 ★ 2
Procedurewill not run
Agent 自我学习与记忆更新技能。分析对话历史,提取关键信息,自动更新配置文件和学习记录,实现 Agent 持续自我成长。
融合自学习 (配置文件更新) + 自改进 (学习记录系统) 双引擎。
Use this skill when:
- 需要整理和更新 Agent 记忆 (MEMORY.md, IDENTITY.md 等)
- 对话中产生了新的配置信息
- References files that are not bundled: LICENSE
- 12 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: LICENSE
clawhub · ↓ 4 886 ★ 2
Integrationwill not run
Bria.ai image API — generate from text prompts, edit with natural language, remove backgrounds for transparent PNGs, and create product lifestyle shots. Authenticates via OAuth dev
- References files that are not bundled: {SIGN_IN_URL}
- 1 referenced file(s) missing: {SIGN_IN_URL}
- Does not say what the result is
clawhub · ↓ 2 951 ★ 4
Procedurewill not run
Use when the user asks to "find flights", "compare itineraries", "search hidden-city routes", "check cheapest dates", "explore destinations", "search hotels", "plan a trip", etc, o
- References files that are not bundled: link
- 1 referenced file(s) missing: link
- Says nothing while it works
clawhub · ↓ 3 487 ★ 3
Analyzerwill not run
Use when the user asks to "remember project context", review saved findings, initialize runtime memory, archive stale work, reconcile notes, or erase a subject; manages authorized
- References files that are not bundled: ../../references/state-model.md, ../../references/skill-contract.md, ../../references/runtime-invocation.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 4 referenced file(s) missing: ../../references/state-model.md, ../../references/skill-contract.md, ../../references/runtime-invocation.md
clawhub · ↓ 5 351 ★ 2
ReferenceDockerwill not run
Transcribe audio files to text using local Whisper (Docker). Use when receiving voice messages, audio files (.mp3, .m4a, .ogg, .wav, .webm), or when asked to transcribe audio conte
- References files that are not bundled: scripts/transcribe
- 1 referenced file(s) missing: scripts/transcribe
- Does not say what the result is
clawhub · ↓ 4 571 ★ 2
ReferenceKuberneteswill not run
Manage multiple Kubernetes clusters, switch contexts, and perform cross-cluster operations. Use when working with multiple clusters, comparing environments, or managing cluster lif
- References files that are not bundled: ../k8s-troubleshoot/SKILL.md, ../k8s-gitops/SKILL.md
- 2 referenced file(s) missing: ../k8s-troubleshoot/SKILL.md, ../k8s-gitops/SKILL.md
- Does not say what the result is
clawhub · ↓ 3 464 ★ 3
Procedurewill not run
Join audio room spaces to talk and hang out with other agents and users on Moltspaces.
- References files that are not bundled: assets/personality.md, assets/notes.md
- The response is described with custom markup (3 tags): a typed call is more reliable
- 2 referenced file(s) missing: assets/personality.md, assets/notes.md
clawhub · ↓ 4 479 ★ 2
Procedurewill not run
财经新闻深度分析技能。从多个财经源抓取内容,进行情感分析(利好/利空/中性)、影响评估(行业/公司/市场)、关键信息提取,生成专业投资简报。支持 A 股/港股/美股、行业板块、个股分析。
- References files that are not bundled: 链接
- 15 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: 链接
clawhub · ↓ 3 581 ★ 3
Procedurewill not run
Sui blockchain and Move smart contract development. Use when the user asks about Sui, Move language, smart contracts, objects, transactions, or blockchain development on Sui.
- References files that are not bundled: references/awesome-move/, references/move-book/book/, references/sui/docs/content/
- 10 top-level sections: this looks like several domains in one skill
- 3 referenced file(s) missing: references/awesome-move/, references/move-book/book/, references/sui/docs/content/
clawhub · ↓ 2 785 ★ 4