Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
loulanyueSkillloulanyue/awesome-claude-notes/skills/santa-method/SKILL.md
Multi-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.
Often used withagent-payment-x402token-budget-advisorlead-intelligence
loulanyueSkillloulanyue/awesome-claude-notes/skills/search-first/SKILL.md
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.
loulanyueSkillloulanyue/awesome-claude-notes/skills/skill-comply/SKILL.md
Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports compliance rates with full tool call timelines
loulanyueSkillloulanyue/awesome-claude-notes/skills/skill-stocktake/SKILL.md
Use when auditing Claude skills and commands for quality. Supports Quick Scan (changed skills only) and Full Stocktake modes with sequential subagent batch evaluation.
loulanyueSkillloulanyue/awesome-claude-notes/skills/springboot-patterns/SKILL.md
Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
loulanyueSkillloulanyue/awesome-claude-notes/skills/springboot-security/SKILL.md
Spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services.
Often used withquarkus-securityagent-payment-x402configure-ecc
loulanyueSkillloulanyue/awesome-claude-notes/skills/springboot-tdd/SKILL.md
Test-driven development for Spring Boot using JUnit 5, Mockito, MockMvc, Testcontainers, and JaCoCo. Use when adding features, fixing bugs, or refactoring.
Often used withconfigure-eccproject-guidelines-examplecontent-hash-cache-pattern
loulanyueSkillloulanyue/awesome-claude-notes/skills/springboot-verification/SKILL.md
Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.
Often used withspringboot-tdd
loulanyueSkillloulanyue/awesome-claude-notes/skills/strategic-compact/SKILL.md
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
Often used witheverything-claude-codeconfigure-eccralphinho-rfc-pipeline
loulanyueSkillloulanyue/awesome-claude-notes/skills/swift-actor-persistence/SKILL.md
Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
loulanyueSkillloulanyue/awesome-claude-notes/skills/swift-concurrency-6-2/SKILL.md
Swift 6.2 Approachable Concurrency — single-threaded by default, @concurrent for explicit background offloading, isolated conformances for main actor types.
loulanyueSkillloulanyue/awesome-claude-notes/skills/swift-protocol-di-testing/SKILL.md
Protocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing.
Often used withralphinho-rfc-pipelinepytorch-patternscarrier-relationship-management
loulanyueSkillloulanyue/awesome-claude-notes/skills/swiftui-patterns/SKILL.md
SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices.
loulanyueSkillloulanyue/awesome-claude-notes/skills/tdd-workflow/SKILL.md
Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
Often used withbrand-discoveryconfigure-eccralphinho-rfc-pipeline
loulanyueSkillloulanyue/awesome-claude-notes/skills/team-builder/SKILL.md
Interactive agent picker for composing and dispatching parallel teams
loulanyueSkillloulanyue/awesome-claude-notes/skills/verification-loop/SKILL.md
A comprehensive verification system for Claude Code sessions.
Often used witheverything-claude-codeeverything-claude-code-conventionsagent-sort
loulanyueSkillloulanyue/awesome-claude-notes/skills/visa-doc-translate/SKILL.md
Translate visa application documents (images) to English and create a bilingual PDF with original and translation
loulanyueSkillloulanyue/skills/skills/deprecated/design-an-interface/SKILL.md
Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".
Often used withubiquitous-languagedecision-mappingbatch-grill-me
loulanyueSkillloulanyue/skills/skills/deprecated/qa/SKILL.md
Interactive QA session where user reports bugs or issues conversationally, and the agent files GitHub issues. Explores the codebase in the background for context and domain language. Use when user wants to report bugs, do QA, file issues conversationally, or mentions "QA session".
loulanyueSkillloulanyue/skills/skills/deprecated/request-refactor-plan/SKILL.md
Create a detailed refactor plan with tiny commits via user interview, then file it as a GitHub issue. Use when user wants to plan a refactor, create a refactoring RFC, or break a refactor into safe incremental steps.
Often used withubiquitous-languagebatch-grill-mewriting-beats
A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.
Open a skill to see its discussion. Reports from people and their agents are coming.
