Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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aif-improve
Refine and enhance an existing implementation plan with a second iteration. Re-analyzes the codebase, checks for gaps, missing tasks, wrong dependencies, and improves the plan quality. Use after /aif-plan to polish the plan before implementation.
majiayu000/claude-skill-registry 163
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shap
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model.
majiayu000/claude-skill-registry 163
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erk-planning
This skill documents plan issue management in erk. Use when creating, updating, or working with erk-plan GitHub issues. Covers plan issue structure, the planning workflow, and when to update vs create new issues.
majiayu000/claude-skill-registry 163
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bat-om1972-desk-figure-studio
This prompt instructs an AI to create a realistic product-style concept render of a 1/7 scale commercial figure based on the user’s uploaded photo, depicting the person in a Batman costume without the cowl so their face matches the photo, posed on a computer desk and mounted on a clear circular acrylic base labeled “BAT OM1972.” It specifies environmental details including an iMac screen showing the figure’s Blender modeling workflow and a Batman-inspired toy packaging box with original artwork placed beside the monitor, resulting in a cohesive commercialized collectible figure scene.
majiayu000/claude-skill-registry 163
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domain-name-brainstormer
为您的项目生成创意域名想法，并检查多个顶级域名（.com、.io、.dev、.ai 等）的可用性。节省数小时的头脑风暴和手动检查时间。
majiayu000/claude-skill-registry 163
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ui-ux-pro-max
UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks.
majiayu000/claude-skill-registry 163
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granola-incident-runbook
Incident response procedures for Granola meeting capture issues.
Use when handling meeting capture failures, system outages,
or urgent troubleshooting situations.
Trigger with phrases like "granola incident", "granola outage",
"granola emergency", "granola not recording", "granola down".
majiayu000/claude-skill-registry 163
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docs-style
Core technical documentation writing principles for voice, tone, structure, and LLM-friendly patterns. Use when writing or reviewing any documentation.
majiayu000/claude-skill-registry 163
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competitor-analysis
Analyzes competitor SEO and GEO strategies including their ranking keywords, content approaches, backlink profiles, and AI citation patterns. Reveals opportunities to outperform competition.
majiayu000/claude-skill-registry 163
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unfuck-my-git-state
Diagnose and recover broken Git state and worktree metadata with a staged, low-risk recovery flow. Use when Git reports detached or contradictory HEAD state, phantom worktree locks, orphaned worktree entries, missing refs, 0000000000000000000000000000000000000000 hashes, or branch operations fail with errors like already checked out, unknown revision, not a valid object name, or cannot lock ref.
majiayu000/claude-skill-registry 163
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songsee
Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.
majiayu000/claude-skill-registry 163
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reddit-insights
Extract insights from Reddit discussions. Track communities, sentiment, and trends.
majiayu000/claude-skill-registry 163
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budgeting-planning
Use this skill when building budgets, conducting variance analysis, implementing rolling forecasts, or allocating costs. Triggers on FP&A, budgeting, variance analysis, rolling forecasts, cost allocation, headcount planning, department budgets, and any task requiring financial planning or budget management.
majiayu000/claude-skill-registry 163
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typescript-pro
Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns. Use PROACTIVELY for TypeScript architecture, type inference optimization, or advanced typing patterns.
majiayu000/claude-skill-registry 163
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i18n-localization
Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.
majiayu000/claude-skill-registry 163
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finish-phase
Manually complete a phase and update phase.md. Use when you want to manually review/edit phase completion, or when auto-detection didn't trigger.
majiayu000/claude-skill-registry 163
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elephant-build
Build multi-file features with unstoppable momentum. Trumpet the vision, gather materials, construct with strength, test thoroughly, and celebrate completion. Use when implementing features that span multiple files or systems.
majiayu000/claude-skill-registry 163
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rdkit
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom sanitization, specialized algorithms.
majiayu000/claude-skill-registry 163
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baoyu-format-markdown
Formats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks. Use when user asks to "format markdown", "beautify article", "add formatting", or improve article layout. Outputs to {filename}-formatted.md.
majiayu000/claude-skill-registry 163
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azure-ai-contentunderstanding-py
Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video.
Triggers: "azure-ai-contentunderstanding", "ContentUnderstandingClient", "multimodal analysis", "document extraction", "video analysis", "audio transcription".
majiayu000/claude-skill-registry 163
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create-script-handler
Create a custom script handler for an unsupported scripting language in Datagrok
majiayu000/claude-skill-registry 163
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github-actions-templates
Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or creating reusable workflow templates.
majiayu000/claude-skill-registry 163
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schema-markup
When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "product schema," "review schema," or "breadcrumb schema." For broader SEO issues, see seo-audit.
majiayu000/claude-skill-registry 163
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browsing-with-playwright
Browser automation using Playwright MCP. Navigate websites, fill forms, click elements,
take screenshots, and extract data. Use when tasks require web browsing, form submission,
web scraping, UI testing, or any browser interaction. NOT when only fetching static
content (use curl/wget instead).
majiayu000/claude-skill-registry 163