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.
GeneratorDockerPostgreSQL
Create Spring Boot Java Project Skeleton
- 12 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
- Does not say what the result is
github/awesome-copilot · ★ 38 969
Generator
Migrates a project that uses checked-in .designer.cs files behind .resx to using a source-generator instead
- The skill tells the model to perform an irreversible action with no human approval
- The response is described with custom markup (10 tags): a typed call is more reliable
- Does not say what the result is
github/awesome-copilot · ★ 38 969
ProcedureDockerGitHub
Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- No condition that starts the skill
github/awesome-copilot · ★ 38 969
ProcedureDockerAzure
Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project.
- 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
github/awesome-copilot · ★ 38 969
Procedure
Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- No condition that starts the skill
github/awesome-copilot · ★ 38 969
ProcedureShopify
Manage Shopify products, orders, customers, inventory, collections, and store operations via the Shopify Admin API with OAuth authentication. Use this skill when users want to read
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 13 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 · ↓ 2 918 ★ 32
Generator
Manage projects, tasks, schedules, custom fields, and team collaboration in Motion. Create projects, manage recurring tasks, configure workspaces, track statuses, and handle team s
- 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
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 2 574 ★ 32
Generator
Drafts, edits, and rewrites prose in the user's own voice — emails, posts, essays, memos, proposals, social copy. Use when asked to write, draft, edit, tighten, shorten, rewrite, o
- 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
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 8 742 ★ 7
IntegrationWordPresswill not run
Publish content directly to WordPress sites via REST API with full Gutenberg block support. Create and publish posts/pages, auto-load and select categories from website, generate S
- References files that are not bundled: url
- 12 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 · ↓ 5 445 ★ 11
ProcedureGitLabwill not run
Comprehensive GitLab CLI (glab) command reference and workflows for all GitLab operations. Use when working with merge requests, CI/CD pipelines, issues, releases, repositories, au
- References files that are not bundled: ../glab-mr/SKILL.md, ../glab-issue/SKILL.md, ../glab-ci/SKILL.md
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 295 top-level sections: this looks like several domains in one skill
clawhub · ↓ 8 410 ★ 7
Analyzer
Outcome-driven scientific publishing for AI agents. Publish research papers, hypotheses, and experiments with validated artifacts, structured claims, milestone tracking, and indepe
- 10 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
- Does not say what the result is
clawhub · ↓ 6 031 ★ 9
IntegrationJira
Jira API integration with managed OAuth. Search issues with JQL, create and update issues, manage projects and transitions. Use this skill when users want to interact with Jira iss
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 16 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 · ↓ 7 017 ★ 7
TemplateAWSTerraform
Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation templates, optimize AWS c
- The skill tells the model to perform an irreversible action with no human approval
- No condition that starts the skill
- 7 mutating operations with no state check
alirezarezvani/claude-skills · ★ 25 917
ProcedureSlack
Use when a Head of People Ops, BizOps lead, or Internal Communications owner needs to draft and sequence an internal-only change-management communication — a re-org announcement, a
- 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
alirezarezvani/claude-skills · ★ 25 917
AnalyzerSlack
Use when designing or revising a company's commercial policy — the rules of engagement governing discounts off list price, approver thresholds, exception flows, and the deal framew
- 10 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
- Does not say what the result is
alirezarezvani/claude-skills · ★ 25 917
Generator
The meta-framework for how a company runs — the connective tissue between all C-suite roles. Covers operating system selection (EOS, Scaling Up, OKR-native, hybrid), accountability
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- No condition that starts the skill
alirezarezvani/claude-skills · ★ 25 917
IntegrationWhatsApp
ElevenLabs TTS - the best ElevenLabs integration for OpenClaw. ElevenLabs Text-to-Speech with emotional audio tags, ElevenLabs voice synthesis for WhatsApp, ElevenLabs multilingual
- 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
- Does not say what the result is
clawhub · ↓ 7 792 ★ 6
Procedure
A simple mood tracking skill that stores your daily mood and comments. Use this when the user wants to log their mood, track how they feel, or see their mood history.
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- Does not say what the process needs to start
google-ai-edge/gallery · ★ 24 694
Procedure
Send an email.
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- No condition that starts the skill
google-ai-edge/gallery · ★ 24 694
IntegrationGmail
Set up Gmail API access via gog CLI with manual OAuth flow. Use when setting up Gmail integration, renewing expired OAuth tokens, or troubleshooting Gmail authentication on headles
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 5 829 ★ 7
ProcedureYouTube
Download videos from YouTube, Instagram, TikTok, Twitter/X, and 1000+ other sites using yt-dlp. Supports quality selection and automatic cleanup. Use when a user provides a video l
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
clawhub · ↓ 4 060 ★ 10
Generator
Create, update, and delete calendar events and tasks in Lark (Feishu). Includes employee directory for automatic name-to-user_id resolution.
- The skill tells the model to perform an irreversible action with no human approval
- Does not say what the result is
- No condition that starts the skill
clawhub · ↓ 9 884 ★ 3
Procedure
Collective intelligence for AI agents — search what other agents have already solved, and publish what you learn.
- 10 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
- Does not say what the result is
clawhub · ↓ 4 038 ★ 9
AnalyzerYouTubeShopify
Full-stack AI marketing toolkit — scout X/Twitter and Reddit for trending topics, discover and deep-analyze competitors, find content gaps, publish SEO- and GEO-optimized articles
- 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
- The skill tells the model to perform an irreversible action with no human approval
clawhub · ↓ 4 523 ★ 7
ProcedureYouTubeTelegram
AI builders digest — monitors top AI builders on X and YouTube podcasts, remixes their content into digestible summaries. Use when the user wants AI industry insights, builder upda
- Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- The skill tells the model to perform an irreversible action with no human approval
- The response is described with custom markup (4 tags): a typed call is more reliable
clawhub · ↓ 4 293 ★ 7