Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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entropy
Problem-solving strategies for entropy in information theory
majiayu000/claude-skill-registry 163
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de-ai-ify
Remove AI-generated jargon and restore human voice to text. Built from analyzing 1,000+ AI vs human content pieces.
majiayu000/claude-skill-registry 163
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agent-release-swarm
Agent skill for release-swarm - invoke with $agent-release-swarm
majiayu000/claude-skill-registry 163
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create-plan
Use when solution space exploration is complete and you're ready to create an implementation plan. Enforces "simple over easy" - the fundamentally right solution, not the path of least resistance. Triggers after /design-solution, when a solution has been chosen, or when asked to "make a plan" or "create a plan".
majiayu000/claude-skill-registry 163
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rlama
Local RAG system management with RLAMA. Create semantic knowledge bases from local documents (PDF, MD, code, etc.), query them using natural language, and manage document lifecycles. This skill should be used when building local knowledge bases, searching personal documents, or performing document Q&A. Runs 100% locally with Ollama - no cloud, no data leaving your machine.
majiayu000/claude-skill-registry 163
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clean-code
Write readable, maintainable code through disciplined naming, small functions, and clean error handling. Use when the user mentions "code review", "naming conventions", "function too long", "code smells", or "readable code". Covers SRP, comment discipline, formatting, and unit testing. For refactoring techniques, see refactoring-patterns. For architecture, see clean-architecture.
majiayu000/claude-skill-registry 163
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gitops-workflow
Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up declarative infrastructure management.
majiayu000/claude-skill-registry 163
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research-deep
Read research outline, launch independent agent for each item for deep research. Disable task output.
majiayu000/claude-skill-registry 163
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ai-sdk-core
majiayu000/claude-skill-registry 163
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vibe-agents
Generate AGENTS.md and AI configuration files for your project. Use when the user wants to create agent instructions, set up AI configs, or says "create AGENTS.md", "configure my AI assistant", or "generate agent files".
majiayu000/claude-skill-registry 163
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jwt-handler
JWT creation, validation, and management for SDK authentication
majiayu000/claude-skill-registry 163
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linear-a-decipherment
Computational analysis of Linear A inscriptions using Cyrus H. Gordon's Semitic hypothesis. This skill should be used when working with Linear A transliterations, Minoan language decipherment, inscription analysis, sign frequency or co-occurrence statistics, consonantal skeleton extraction, Proto-Semitic root comparison, Gordon lexicon lookups, libation formula patterns, or preparing training data for ML decipherment models. Triggers: Linear A, Linear B projection, Minoan script, GORILA corpus, HT/ZA/PK tablets, Semitic cognates, transliteration analysis, sign values, syllabary, undeciphered scripts, computational epigraphy, Phaistos, Hagia Triada, lashon ha-kretan.
majiayu000/claude-skill-registry 163
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internal-comms
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
majiayu000/claude-skill-registry 163
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aws-sdk-java-v2-lambda
Provides AWS Lambda patterns using AWS SDK for Java 2.x. Use when invoking Lambda functions, creating/updating functions, managing function configurations, working with Lambda layers, or integrating Lambda with Spring Boot applications.
majiayu000/claude-skill-registry 163
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askme
Verbalized Sampling (VS) protocol for deep intent exploration before planning. Use when starting ambiguous or complex tasks, when multiple interpretations exist, or when you need to explore diverse intent hypotheses and ask maximum clarifying questions before committing to an approach.
majiayu000/claude-skill-registry 163
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ln-522-manual-tester
Performs manual testing of Story AC via executable bash scripts saved to tests/manual/. Creates reusable test suites per Story. Worker for ln-520.
majiayu000/claude-skill-registry 163
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research-codebase
Research a task, problem, bug, or feature by exploring the codebase. Use when starting new work, encountering bugs, or needing to understand how existing implementation relates to a task. Triggers on "research", "investigate", "look into", or requests to understand implementation before making changes.
majiayu000/claude-skill-registry 163
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design-sprint
Run a structured 5-day process to prototype, test, and validate product ideas with real users. Use when the user mentions "design sprint", "validate in a week", "rapid prototype", "test with users", or "de-risk before building". Covers mapping, sketching, deciding, prototyping, and testing. For ongoing experimentation, see lean-startup. For customer job analysis, see jobs-to-be-done.
majiayu000/claude-skill-registry 163
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128-java-generics
Use when you need to review, improve, or refactor Java code for generics quality — including avoiding raw types, applying the PECS (Producer Extends Consumer Super) principle for wildcards, using bounded type parameters, designing effective generic methods, leveraging the diamond operator, understanding type erasure implications, handling generic inheritance correctly, preventing heap pollution with @SafeVarargs, and integrating generics with modern Java features like Records, sealed types, and pattern matching. Part of the skills-for-java project
majiayu000/claude-skill-registry 163
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postgresql-table-design
Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
majiayu000/claude-skill-registry 163
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attack-tree-construction
Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
majiayu000/claude-skill-registry 163
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flow-nexus-neural
Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus
majiayu000/claude-skill-registry 163
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agentica-sdk
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration
majiayu000/claude-skill-registry 163
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ln-781-build-verifier
Builds all detected projects and verifies successful compilation
majiayu000/claude-skill-registry 163