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.
Generatorwill not run
Run a minimal test matrix for the Model Studio skills that exist in this repo, including image/video/audio, realtime speech, omni, visual reasoning, embedding, rerank, and edit var
- References files that are not bundled: references/*.md
- The skill ranks results itself: that belongs to the system behind the tool, not the model
- 1 referenced file(s) missing: references/*.md
clawhub · ↓ 1 880
Procedure
LobsterTv is an AI agent live streaming platform. Agents connect via REST API to broadcast in real-time with rendered avatars, synchronized TTS audio, expression control, chat inte
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 912
Analyzer
Access Patrick's expertise library for executive decision infrastructure. List, fetch, and manage structured expertise with context variables. Use for executive briefings, decision
- 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
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 1 895
Generatorwill not run
Let any agent produce code indistinguishable from the existing codebase.
- References files that are not bundled: examples/, examples/SINGLE_LANGUAGE.md, examples/MONOREPO.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 · ↓ 1 045 ★ 1
IntegrationStripeNotionwill not run
Cal.com API integration with managed OAuth. Manage event types, bookings, schedules, availability, calendars, conferencing, webhooks, teams, verified resources, and user profile.
A
- 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 · ↓ 2 015
Analyzerwill not run
Version control for AI agent skills. Use when the user wants to initialize, commit, revert, check, scan, or merge their skills. Triggers on: "init my skills", "track skills", "comm
- References files that are not bundled: assets/rule-extraction/SKILL.md, assets/conflict-patterns/SKILL.md
- 2 referenced file(s) missing: assets/rule-extraction/SKILL.md, assets/conflict-patterns/SKILL.md
- Does not say what the result is
clawhub · ↓ 1 020 ★ 1
Analyzer
Score any pump.fun token CA for snipe safety (0-100) before buying.
Analyzes dev wallet history, social links, liquidity, and holder concentration.
Returns SNIPE / CAUTION / AVOID
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 042 ★ 1
Reference
支持多账号微信公众号发布,提供自定义文章主题、文章开头/结尾模板。当用户需要将带样式的文章发布到一个或多个微信公众号时使用此工具。
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 997 ★ 1
GeneratorGoogle Docswill not run
Read and write Google Docs.
- References files that are not bundled: ../gws-docs-write/SKILL.md
- 1 referenced file(s) missing: ../gws-docs-write/SKILL.md
- Does not say what the result is
clawhub · ↓ 1 919
Procedure
股票监控分析技能 - 自定义股票池监控、实时行情、技术指标分析、涨跌趋势预测、信号提醒
- The response is described with custom markup (5 tags): a typed call is more reliable
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 084 ★ 1
Generatorwill not run
Researches news and factual information on the web, then produces a cited, deduplicated summary tailored to constraints (topic, time range, region, sources, language, length, and a
- References files that are not bundled: ...
- 1 referenced file(s) missing: ...
- Does not say what the process needs to start
clawhub · ↓ 1 038 ★ 1
Integrationwill not run
Offline speech-to-text (ASR) using whisper.cpp (whisper-cli) + ffmpeg. Supports batch transcription, timestamps, SRT/TXT/JSON outputs, and model download. Cross-platform: macOS/Lin
- References files that are not bundled: scripts/install.ps1, assets/models/
- 2 referenced file(s) missing: scripts/install.ps1, assets/models/
- Does not say what the result is
clawhub · ↓ 1 034 ★ 1
Integration
本地语音转文字 / Local Speech-to-Text. 使用 faster-whisper 在本地运行 Whisper 模型,无需 API 费用,完全免费。收到语音消息(.ogg .m4a .mp3)自动触发转录,支持中文/英文/日语/自动检测。| Free local STT/TTS alternative — runs Whisper on yo
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 035 ★ 1
IntegrationGitHubwill not run
OneBot 11 channel plugin for QQ messaging (NapCat/go-cqhttp). Native OpenClaw integration with private/group chat, opt-in group reactions, block streaming, voice pipeline, message
- References files that are not bundled: scripts/install.sh, scripts/sync-openclaw-cli.mjs
- The response is described with custom markup (7 tags): a typed call is more reliable
- 2 referenced file(s) missing: scripts/install.sh, scripts/sync-openclaw-cli.mjs
clawhub · ↓ 1 930
Integration
Control cmux terminal multiplexer via its Unix socket API. Use when needing to: (1) List, create, select, or close workspaces; (2) Split panes and manage surfaces; (3) Send text or
- 11 top-level sections: this looks like several domains in one skill
- The response is described with custom markup (4 tags): a typed call is more reliable
- Prose only: no discrete steps
clawhub · ↓ 1 055 ★ 1
Referencewill not run
专为AI安全领域售前工程师设计的助手技能。当用户需要撰写项目立项书、生成技术解决方案、设计POC测试方案、制作PPT汇报、绘制架构拓扑图、起草招投标文件、生成竞品Battlecard、计算BOM报价、撰写POC总结报告时使用此技能。适用于企业级网络安全与AI行业的售前工作场景,包括客户需求分析、方案设计、招投标支持、竞品分析等核心售前任务。
- References files that are not bundled: templates/project_initiation.docx, templates/solution_template.pptx, templates/tender_response.docx
- 3 referenced file(s) missing: templates/project_initiation.docx, templates/solution_template.pptx, templates/tender_response.docx
- Does not say what the result is
clawhub · ↓ 1 033 ★ 1
IntegrationStripeNotionwill not run
Kaggle API integration with managed authentication. Access datasets, models, competitions, and kernels.
Use this skill when users want to search, download, or interact with Kaggle
- 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 · ↓ 1 133 ★ 1
Integrationwill not run
Interact with a self‑hosted Mealie instance (recipe manager & meal planner) via its REST API. Use for adding, updating, retrieving recipes, meal plans and generating shopping lists
- References files that are not bundled: scripts/mealie.sh
- 1 referenced file(s) missing: scripts/mealie.sh
- Does not say what the result is
clawhub · ↓ 1 950
Generatorwill not run
Volcano Engine AI MediaKit talking-head video editing Skill: a one-stop workflow from environment setup through media management, audio processing, talking-head cuts, video export,
- References files that are not bundled: references/执行步骤/1.%20环境检查.md, references/执行步骤/2.%20语气词提示与用户行为更新.md, references/执行步骤/3.%20URL到ASR流水线与候选生成.md
- The response is described with custom markup (4 tags): a typed call is more reliable
- 9 referenced file(s) missing: references/执行步骤/1.%20环境检查.md, references/执行步骤/2.%20语气词提示与用户行为更新.md, references/执行步骤/3.%20URL到ASR流水线与候选生成.md
clawhub · ↓ 1 053 ★ 1
Procedure
Complete email management for Postfix/Dovecot
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 863
Integration
Suppress the OpenClaw CLI banner message. Use when the user says "hide openclaw banner", "disable openclaw banner", "suppress openclaw banner", "remove openclaw banner", "openclaw
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 008 ★ 1
Integration
Use Perplexity API for web-grounded AI search. Use when user needs up-to-date information with source citations, factual queries about current events, or research-style answers. De
- 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
- Does not say what the result is
clawhub · ↓ 1 881
Integration
Direct MyAnimeList lookup tool. Bypasses Jikan/API issues by using MAL's internal endpoints.
- The response is described with custom markup (7 tags): a typed call is more reliable
- Prose only: no discrete steps
- Does not say what the result is
clawhub · ↓ 1 883
Procedurewill not run
- References files that are not bundled: ../../LICENSE
- 10 top-level sections: this looks like several domains in one skill
- 1 referenced file(s) missing: ../../LICENSE
clawhub · ↓ 1 858
Reference
LobsterHub social platform bridge - keeps your AI lobster connected and discoverable. Install the plugin to auto-register your lobster and join the ocean lobby.
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 1 025 ★ 1