Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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webresearcher
Also called "wr". Optional research agent for broad multi-source research without polluting context. Use when user requests it or when research needs depth across many sites.
majiayu000/claude-skill-registry 163
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scientific-schematics
Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
majiayu000/claude-skill-registry 163
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activitypub-release
Version management and release processes using Jetpack Changelogger. Use when creating releases, managing changelogs, bumping versions, or preparing patch releases.
majiayu000/claude-skill-registry 163
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enter-merge-queue
Guarantee a PR merges by repeatedly rebasing from the base branch, fixing CI, addressing Gemini review feedback, enabling auto-merge, and waiting until the PR is merged. Use when you are asked to babysit a PR through the merge queue, resolve CI failures, handle Gemini review threads, or keep a branch up to date until merge.
majiayu000/claude-skill-registry 163
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generate-output
Create the deliverable (code, documentation, tests, content) following the user's standards and best practices. Use after validation passes to actually build the work product.
majiayu000/claude-skill-registry 163
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validation-workflow
Use this skill to validate code changes pass all checks (format, lint, build, tests). Runs validation script and iteratively fixes failures. Invoke before finalizing PRs or after making code changes.
majiayu000/claude-skill-registry 163
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managing-cache-and-optimization
Use when managing Shannon CLI performance and costs - check cache statistics, clear stale entries, set budgets, understand automatic model selection and cost optimization
majiayu000/claude-skill-registry 163
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python-coder
Modern Python 3.12+ development with uv, ruff, and production-ready practices. Routes to specialized skills for frameworks and testing.
majiayu000/claude-skill-registry 163
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hextra-icon-validator
Use this skill when working with Hextra icons to validate icon names against the available icon list. This skill should be invoked whenever you're about to use icon names in Hugo shortcodes, partials, or layouts to ensure they exist in the Hextra theme.
majiayu000/claude-skill-registry 163
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elevator-pitch-techniques
Provides elevator pitch and verbal brand communication frameworks including Donald Miller's StoryBrand (SB7), Nancy Duarte's Sparkline, Chris Westfall's CLARITY, Andy Raskin's Strategic Narrative, Simon Sinek's Golden Circle, and time-based pitch structures (10s, 30s, 60s). Auto-activates during elevator pitch creation, one-liner development, brand pitch refinement, and verbal communication work. Use when discussing elevator pitches, one-liners, brand intros, verbal pitches, pitch coaching, spoken brand messages, or pitch variations.
majiayu000/claude-skill-registry 163
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ai-comm
Use when collaborating with other AI assistants (Codex, Gemini, Aider, Cursor, OpenCode), delegating tasks, or requesting code review.
majiayu000/claude-skill-registry 163
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codecleanup
This should only be done if the user asks to "clean up code". At the end of a major change on a git branch this document describes the code clean up tasks that should be performed.
majiayu000/claude-skill-registry 163
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stack-selector
Automatically choose the best tech stack based on requirements. User never sees this.
Use when: starting a new project after idea validation.
Triggers: internal use only, called by build pipeline.
majiayu000/claude-skill-registry 163
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restaurant-report
Create report how many guests there where each day
majiayu000/claude-skill-registry 163
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when-optimizing-prompts-use-prompt-optimization-analyzer
Active diagnostic tool for analyzing prompt quality, detecting anti-patterns, identifying token waste, and providing optimization recommendations
majiayu000/claude-skill-registry 163
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excitement-energy
Use when creating animations that generate enthusiasm, build anticipation, or create high-energy experiences.
majiayu000/claude-skill-registry 163
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go-handler-generator
Go Handler Generator - Auto-activating skill for Backend Development.
Triggers on: go handler generator, go handler generator
Part of the Backend Development skill category.
majiayu000/claude-skill-registry 163
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pal-refactor
Code refactoring analysis for code smells, decomposition, and modernization using PAL MCP. Use for cleanup, technical debt reduction, or code organization. Triggers on refactoring requests, code smell detection, or cleanup tasks.
majiayu000/claude-skill-registry 163
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validation-boundary
Validate at the boundary with Zod schemas and branded types. Business functions trust validated input.
majiayu000/claude-skill-registry 163
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code-audit
全面审查代码质量、架构设计和开发规范。检查 Next.js/Server Actions 最佳实践、代码重复、逻辑清晰度、文档完整性、第三方库更新状态、低效方法。用于代码审查、质量提升、重构规划、新人上手理解代码。
majiayu000/claude-skill-registry 163
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recent-changes
Son degisiklikler logu. Check when debugging or understanding recent fixes.
majiayu000/claude-skill-registry 163
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auth-pages
Create and manage authentication pages with server-side session handling. Use when adding login, register, or protected pages WITHOUT flicker/skeleton.
majiayu000/claude-skill-registry 163
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package-first-development
Find existing packages before writing custom code. Uses context7 and websearch to discover battle-tested solutions, maximizes package usage to minimize custom code and complexity. Use when implementing features, adding functionality, or when user requests new capabilities.
majiayu000/claude-skill-registry 163
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mip-modeling-expert
Use when formulating mixed integer programming (MIP) models, handling discontinuous variables, modeling logical constraints (either-or, conditional), or linearizing nonlinear terms
majiayu000/claude-skill-registry 163