Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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building-mcp-servers
Guides creation of high-quality MCP (Model Context Protocol) servers that enable LLMs
to interact with external services through well-designed tools. Use when building MCP
servers to integrate external APIs or services, whether in Python (FastMCP) or
Node/TypeScript (MCP SDK). Covers tool design, authentication, Docker deployment,
and evaluation creation. NOT when consuming existing MCP servers (use the server directly).
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swift-linux
Install and configure Swift programming language on Debian Linux for server-side development. Use when building Swift applications on Linux or setting up a Swift development environment.
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clawhub
Use the ClawHub CLI to search, install, update, and publish agent skills from clawhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawhub CLI.
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Awareness Skill
Proactive detection, self-correction, and epistemic vigilance
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sequential-thinking
Apply step-by-step analysis for complex problems with revision capability. Use for multi-step reasoning, hypothesis verification, adaptive planning, problem decomposition, course correction.
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shopify-content
Create and manage Shopify pages, blog posts, navigation, and SEO metadata. Workflow: determine content type, generate content, create via API or browser, verify. Use when creating pages, writing blog posts, updating navigation menus, managing redirects, or updating SEO metadata on a Shopify store.
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k8s-manifests-generator
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triple-review
Reviews a task using the TRIPLE protocol, as the review agent.
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aim-save
Manually save current session to memory
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systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
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generate-tasks
Task generation and breakdown workflow. Use when decomposing a PRD or complex feature
into implementable subtasks with clear acceptance criteria and dependencies.
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receiving-code-review
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
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bmad-retrospective
Post-epic review to extract lessons and assess success. Use when the user says "run a retrospective" or "lets retro the epic [epic]"
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Commit Changes
Stage files and create a conventional commit with a well-formed message.
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refactoring
Safe code refactoring with test protection and incremental changes. Improves structure without changing behavior. Use when extracting methods, reducing duplication, or restructuring code.
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auto-quality
Silent quality check after every feature. Fix issues before telling user. Never claim tests passed without running them.
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humanizer
Remove signs of AI-generated writing from text. Use when editing or reviewing
text to make it sound more natural and human-written. Based on Wikipedia's
comprehensive "Signs of AI writing" guide. Detects and fixes patterns including:
inflated symbolism, promotional language, superficial -ing analyses, vague
attributions, em dash overuse, rule of three, AI vocabulary words, negative
parallelisms, and excessive conjunctive phrases.
Credits: Original skill by @blader - https://github.com/blader/humanizer
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content-research-writer
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
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rust-testing
Write and run Rust tests using cargo test with unit tests, integration tests, doc tests, and property-based testing. Use when writing Rust tests or setting up test infrastructure.
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codex
OpenAI Codex CLI wrapper — three modes. Code review: independent diff review via
codex review with pass/fail gate. Challenge: adversarial mode that tries to break
your code. Consult: ask codex anything with session continuity for follow-ups.
The "200 IQ autistic developer" second opinion. Use when asked to "codex review",
"codex challenge", "ask codex", "second opinion", or "consult codex".
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task-review
Review a task by updating last_reviewed_at timestamp. Recomputes derived status and flags any hash mismatches without changing epistemic state.
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decision-frameworks
Use when choosing between mutually exclusive strategic paths or building a repeatable decision process—constructs Decision Matrices with probability estimates and runs Pre-Mortems.
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finishing-a-development-branch
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
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pending-orders
List all draft orders awaiting approval
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