Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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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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bazinga-validator
Validates BAZINGA completion claims with independent verification. Spawned ONLY when PM sends BAZINGA. Acts as final quality gate - verifies test failures, coverage, evidence, and criteria independently. Returns ACCEPT or REJECT verdict.
majiayu000/claude-skill-registry 163
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env-matrix-dev-stg-prod
majiayu000/claude-skill-registry 163
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webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
majiayu000/claude-skill-registry 163
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issue
Create standalone work items (TASK, BUG, or SPIKE) with AI-assisted type detection. Use when you need to track work that needs doing, exploration needed, or something broken.
majiayu000/claude-skill-registry 163
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github-roadmap-strategist
operationalizes GitHub Projects (V2) as a dynamic roadmap system. Defines field taxonomy, "Triage" protocols, and synchronizes Strategy (Roadmap) with Execution (Issues).
majiayu000/claude-skill-registry 163
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axiom-swiftui-debugging
Use when debugging SwiftUI view updates, preview crashes, or layout issues - diagnostic decision trees to identify root causes quickly and avoid misdiagnosis under pressure
majiayu000/claude-skill-registry 163
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owasp-checker
Verify compliance with OWASP Top 10 2021 security standards. Use when performing OWASP compliance checks and security certification.
majiayu000/claude-skill-registry 163
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convex
Umbrella skill for all Convex development patterns. Routes to specific skills like convex-functions, convex-realtime, convex-agents, etc.
majiayu000/claude-skill-registry 163
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party
Companions and group dynamics — you're never alone
majiayu000/claude-skill-registry 163
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github
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
majiayu000/claude-skill-registry 163
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71-agent-framework-integration-panaversity-agentfactory
Create your agent-integration skill from OpenAI SDK and LiteLLM documentation before learning framework integration
majiayu000/claude-skill-registry 163
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company-research
Company research using Exa search. Finds company info, competitors, news, tweets, financials, LinkedIn profiles, builds company lists.
majiayu000/claude-skill-registry 163
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ci-pipeline-manager
Manage CI pipelines with error handling, recovery, and complex dependencies. Use when testing pipeline workflows. Not for simple linear scripts or unit testing individual tasks.
majiayu000/claude-skill-registry 163
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delegation-autopilot
In Codex interactive mode, call delegate_autopilot automatically for multi-step or cross-cutting requests (including research-only), otherwise work normally.
majiayu000/claude-skill-registry 163
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two-sigma-ml-at-scale
Build trading systems in the style of Two Sigma, the systematic investment manager pioneering machine learning at scale. Emphasizes alternative data, distributed computing, feature engineering, and rigorous ML infrastructure. Use when building ML pipelines for alpha research, feature stores, or large-scale backtesting systems.
majiayu000/claude-skill-registry 163
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testing-patterns-vitest
Vitest testing conventions and patterns for @j0kz/mcp-agents including test organization, naming, assertion patterns, mocking strategies, and coverage targets (75%). Use when writing tests, organiz...
majiayu000/claude-skill-registry 163
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device-management
Manage device adoption and onboarding, maintain device inventory, and monitor device configurations across your UniFi Protect infrastructure.
majiayu000/claude-skill-registry 163
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skyrim-papyrus
Compile, decompile, validate, and generate Papyrus scripts. Use when the user wants to write scripts, understand script behavior, fix script errors, or generate script templates for quests, actors, or magic effects.
majiayu000/claude-skill-registry 163
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postgresql-admin
Administer PostgreSQL - security, roles, permissions, maintenance
majiayu000/claude-skill-registry 163
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browser-automation
Local Python-based browser automation toolkit using Playwright. Provides command-line tools for navigating, interacting with, and testing web applications without using MCP protocols. Supports clicking, typing, hovering, screenshots, content extraction, and JavaScript execution.
majiayu000/claude-skill-registry 163
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task-router
Automatically analyze tasks and route to optimal agent(s). Use when receiving complex requests to determine which agents to spawn.
majiayu000/claude-skill-registry 163
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refine
Transform ideas into Product Backlog Items with acceptance criteria. Use when converting ideas to PBIs, adding acceptance criteria, or refining requirements. Triggers on keywords like "create pbi", "refine idea", "convert to pbi", "acceptance criteria", "make actionable".
majiayu000/claude-skill-registry 163
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debug-build-kzahedi-yars-cea90d93
Configures and builds YARS with debug symbols for debugging with valgrind or gdb
majiayu000/claude-skill-registry 163