Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
-
Backend Deployment
Your approach to handling backend deployment. Use this skill when working on files where backend deployment comes into play.
majiayu000/claude-skill-registry 163
-
Pentest Commands
This skill should be used when the user asks to "run pentest commands", "scan with nmap", "use metasploit exploits", "crack passwords with hydra or john", "scan web vulnerabilities with nikto", "enumerate networks", or needs essential penetration testing command references.
majiayu000/claude-skill-registry 163
-
bio-single-cell-preprocessing
Quality control, filtering, and normalization for single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for calculating QC metrics, filtering cells and genes, normalizing counts, identifying highly variable genes, and scaling data. Use when filtering, normalizing, and selecting features in single-cell data.
majiayu000/claude-skill-registry 163
-
clay-known-pitfalls
Identify and avoid Clay anti-patterns and common integration mistakes.
Use when reviewing Clay code for issues, onboarding new developers,
or auditing existing Clay integrations for best practices violations.
Trigger with phrases like "clay mistakes", "clay anti-patterns",
"clay pitfalls", "clay what not to do", "clay code review".
majiayu000/claude-skill-registry 163
-
react-performance-optimizer
Optimize React apps for 60fps performance. Implements memoization, virtualization, code splitting, bundle optimization. Use for slow renders, large lists, bundle bloat. Activate on "React performance", "slow render", "useMemo", "bundle size", "virtualization". NOT for backend optimization, non-React frameworks, or premature optimization.
majiayu000/claude-skill-registry 163
-
computer-use-agents
Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-source alternatives. Critical focus on sandboxing, security, and handling the unique challenges of vision-based control. Use when: computer use, desktop automation agent, screen control AI, vision-based agent, GUI automation.
majiayu000/claude-skill-registry 163
-
devdocs-dev-tasks
Break down system design into executable development tasks. Use when users need task breakdown, sprint planning, or development task lists. Triggers on keywords like "dev tasks", "task breakdown", "sprint planning", "implementation tasks".
majiayu000/claude-skill-registry 163
-
sys-defining-goals
Transforms business strategy (canvas) or natural language into a single measurable goal. Classifies input, extracts intent, derives target using formulas, writes goal file. Does NOT decompose - use sys-decomposing-goals for hierarchy.
majiayu000/claude-skill-registry 163
-
chromatic-walk
3 parallel agents explore codebase improvements via GF(3) balanced prime geodesics
majiayu000/claude-skill-registry 163
-
equilateral-agents
22 production-ready AI agents with database-driven orchestration for security reviews, code quality analysis, deployment validation, infrastructure checks, and compliance. Auto-activates for security concerns, deployment tasks, code reviews, quality checks, and compliance questions. Includes upgrade paths to enterprise features (GDPR, HIPAA, multi-account AWS, ML-based optimization).
majiayu000/claude-skill-registry 163
-
libfuzzer
Coverage-guided fuzzer built into LLVM for C/C++ projects. Use for fuzzing C/C++ code that can be compiled with Clang.
majiayu000/claude-skill-registry 163
-
jj-workspace-experiments
Create isolated jj workspaces for testing changes, running experiments in parallel, and exploring alternative implementations. Use when testing breaking changes, comparing different approaches, or running long-running operations without blocking other work. (project)
majiayu000/claude-skill-registry 163
-
mention-checker
Slack で自分へのメンションを確認する。「メンション確認」「Slackメンション」「自分へのメンション」「@mention を見せて」などで起動。Pythonスクリプト `slack_message.py mentions` を使用。
majiayu000/claude-skill-registry 163
-
pyhealth
Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when working with electronic health records (EHR), clinical prediction tasks (mortality, readmission, drug recommendation), medical coding systems (ICD, NDC, ATC), physiological signals (EEG, ECG), healthcare datasets (MIMIC-III/IV, eICU, OMOP), or implementing deep learning models for healthcare applications (RETAIN, SafeDrug, Transformer, GNN).
majiayu000/claude-skill-registry 163
-
pm-pr-workflow
Branch protection and PR creation workflow
majiayu000/claude-skill-registry 163
-
security-quick-scan
Scan code or configuration for common security issues. Use when a mid-level developer needs a quick security pass.
majiayu000/claude-skill-registry 163
-
agentuity-cli-repl
interactive REPL for testing
majiayu000/claude-skill-registry 163
-
ui-template-library
Manage aesthetic templates - save visual systems from completed mockups as interpretable prose, apply to new plugins with adaptive layouts
majiayu000/claude-skill-registry 163
-
assignation-refere-communication-associe-selim-brihi
Rédaction d'assignations en référé devant le tribunal de commerce ou des activités économiques pour le droit de communication d'un associé. Utiliser ce skill quand l'utilisateur demande de rédiger, préparer ou créer une assignation en référé fondée sur l'article L. 238-1 du code de commerce pour obtenir la communication forcée de documents sociaux (comptes annuels, rapports de gestion, PV d'assemblées, etc.) lorsqu'un dirigeant refuse ou fait obstruction à la communication de ces documents à un associé.
majiayu000/claude-skill-registry 163
-
ddd-api-generator
Generate REST API endpoints with class-validator DTOs, routing-controllers decorators, and complete Swagger docs. Use when creating API endpoints for existing use cases, adding routes, or building custom API actions (e.g., "Create user API", "Generate product endpoints").
majiayu000/claude-skill-registry 163
-
robotframework-libdoc-explain
Explain Robot Framework keywords and their arguments from library/resource/suite documentation. Use when asked how to use a keyword, what arguments it takes, or to retrieve detailed keyword docs from libdoc across one or more libraries/resources.
majiayu000/claude-skill-registry 163
-
playwright-browser-navigate-back
To go back in browser history, navigate to the previous page from the current page.
majiayu000/claude-skill-registry 163
-
finetuning
Model fine-tuning with PyTorch and HuggingFace Trainer. Covers dataset
preparation, tokenization, training loops, TrainingArguments, SFTTrainer
for instruction tuning, evaluation, and checkpoint management. Includes Unsloth recommendations.
majiayu000/claude-skill-registry 163
-
prompt-writing
Creates effective prompts for AI coding agents and subagent delegation. Use PROACTIVELY when writing prompts for Task tool delegation, creating agent instructions, or designing multi-step workflows. MUST BE USED when delegating complex tasks to subagents or writing system prompts.
majiayu000/claude-skill-registry 163