Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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automl-optimizer
Automated machine learning with hyperparameter optimization using Optuna, Hyperopt, or AutoML libraries. Activates for "automl", "hyperparameter tuning", "optimize hyperparameters", "auto tune model", "neural architecture search", "automated ml". Systematically explores model and hyperparameter spaces, tracks all experiments, and finds optimal configurations with minimal manual intervention.
majiayu000/claude-skill-registry 163
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jwc-convex-backend-changes
Convex 기반 백엔드(@jwc/backend)에서 schema/쿼리/뮤테이션/액션을 안전하게 변경하고 codegen/dev로 검증합니다. Node 전용 액션("use node")과 비밀값 로그 금지 규칙을 포함합니다.
majiayu000/claude-skill-registry 163
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ghe-transition
CHANGE phases in the GitHub Elements workflow. Closes current thread and opens next phase thread. This is a PHASE CHANGE operation, not just saving progress.
USE THIS SKILL WHEN:
- User says "transition to TEST" or "move to REVIEW"
- User says "I'm done with DEV, start TEST" or "DEV complete"
- User says "advance to next phase" or "close this phase"
- User says "demote to DEV" (from TEST or REVIEW)
- User says "tests pass, ready for review"
- User says "merge this" (after REVIEW PASS)
- User explicitly wants to END current phase and BEGIN next
DO NOT USE THIS SKILL WHEN:
- User just wants to SEE status (use ghe-status)
- User wants to START work on new issue (use ghe-claim)
- User wants to SAVE progress but CONTINUE working (use ghe-checkpoint)
- User wants reports (use ghe-report)
- User is not ready to END current phase
IMPORTANT: This CLOSES current thread and OPENS next thread. Use ghe-checkpoint if you just want to save progress without changing phases.
EXAMPLES:
<example>
Context: DEV work complete, ready for testing
user: "I'm done with DEV, transition to TEST"
assistant: "I'll use ghe-transition to close DEV and open TEST thread"
</example>
<example>
Context: All tests pass, ready for review
user: "Tests pass, move to REVIEW"
assistant: "I'll use ghe-transition to close TEST and open REVIEW thread"
</example>
<example>
Context: Structural issues found in TEST
user: "This needs structural changes, demote to DEV"
assistant: "I'll use ghe-transition to demote from TEST back to DEV"
</example>
<example>
Context: REVIEW passed, ready to merge
user: "REVIEW passed, merge it"
assistant: "I'll use ghe-transition to complete the workflow and merge"
</example>
majiayu000/claude-skill-registry 163
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project-board-enforcement
MANDATORY for all work - the project board is THE source of truth. This skill provides verification functions and gates that other skills MUST call. No work proceeds without project board compliance.
majiayu000/claude-skill-registry 163
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julia-hydrotools
计算短波辐射、长波辐射、潜在蒸散发、日出日落时间、湿度的基本变量处理。
majiayu000/claude-skill-registry 163
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headless-cli
无头模式 AI CLI 调用技能：支持 Gemini/Claude/Codex CLI 的无交互批量调用，包含 YOLO 模式和安全模式。用于批量翻译、代码审查、多模型编排等场景。
majiayu000/claude-skill-registry 163
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claude-cookbooks
Look up examples and patterns from the official Anthropic Claude Cookbooks repository. Use when you need reference implementations, code examples, or best practices for Claude integrations, tool use, agents, prompting techniques, or API usage.
majiayu000/claude-skill-registry 163
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レビュー解決の証跡を CAS に保存してリンク
修正パッチとテストログを CAS に格納し、タスクへ role 付きでリンクする。 再現性と追跡可能性を担保するための Skill。
majiayu000/claude-skill-registry 163
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creating-webhook-handlers
Create webhook endpoints with signature verification, retry logic, and payload validation.
Use when receiving and processing webhook events.
Trigger with phrases like "create webhook", "handle webhook events", or "setup webhook handler".
majiayu000/claude-skill-registry 163
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slim-project-aware-workspace
Sets up a folder based project-aware workspace area on local disk with date-organized dynamic folders for project-aware skill execution and a static folder for relevant information about a project such as personnel, project background, meeting information, products, repos etc. This skill is a foundation skill that sets up structures that allow other AI skills to operate within a project-aware workspace with automatic date-based folder management. For example, skills such as generating executive summaries, writing meeting notes, writing meeting agendas or other skills that involve working with third-party services to coordinate complex behaviors can benefit from the skill.
majiayu000/claude-skill-registry 163
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pacer-learning-system
A learning methodology skill based on Dr. Justin Sung's PACER system for effective information retention and application. Use when helping users (1) learn new material efficiently, (2) take notes or summarize content, (3) create study plans, (4) review or memorize information, (5) understand how to retain knowledge better, or (6) process educational content like books, lectures, courses, or articles.
majiayu000/claude-skill-registry 163
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cfn-agent-tooling
Agent development tools - generation and validation. Use when creating new agent templates from scaffolding, or validating and linting existing agent profiles for correctness and completeness.
majiayu000/claude-skill-registry 163
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mbt-wasip1-tools
Build small MoonBit WASIp1 CLI tools using the peter-jerry-ye/wasi library, focused on simple read/write tasks (echo, cat, wc, simple file ops). Use when creating or updating CLI examples, scripts, or skills for this repo.
majiayu000/claude-skill-registry 163
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cc-mcp-executor-skill
GitHub repository skill for mcfearsome/cc-mcp-executor-skill
majiayu000/claude-skill-registry 163
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complex-tensor-handler
Handle complex-valued tensors in PyTorch for astronomical imaging applications. This skill should be used when working with Fourier transforms, phase/amplitude representations, and complex arithmetic in PRISM.
majiayu000/claude-skill-registry 163
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Calculator
Perform calculations and math operations. Use for arithmetic, conversions, or formulas.
majiayu000/claude-skill-registry 163
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ice-scorer
Automatically score growth experiments using the ICE framework (Impact × Confidence × Ease). Use when the user creates a new experiment, mentions scoring or prioritization, or when analyzing experiment backlogs. Helps prioritize experiments by evaluating Impact (1-10), Confidence (1-10), and Ease (1-10).
majiayu000/claude-skill-registry 163
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Plugin Discovery
Use when the user wants to find, search, or browse Claude Code plugins for specific functionality or use cases
majiayu000/claude-skill-registry 163
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wolf-context-management
Phase-aware context management for coder agents to prevent token bloat through checkpoint/restore pattern
majiayu000/claude-skill-registry 163
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library-design-patterns
Standardized library design patterns for autonomous-dev including two-tier design, progressive enhancement, non-blocking enhancements, and security-first architecture. Use when creating or refactoring Python libraries.
majiayu000/claude-skill-registry 163
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coding-agent
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
majiayu000/claude-skill-registry 163
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trpc-router-generator
Generate tRPC router files with procedures and validation. Triggers on "create trpc router", "generate trpc procedure", "trpc api", "typesafe api".
majiayu000/claude-skill-registry 163
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twilio-voice
Comprehensive assistance with twilio-voice
majiayu000/claude-skill-registry 163
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image_concatenator
A utility skill to vertically concatenate multiple images into a single file.
majiayu000/claude-skill-registry 163