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majiayu000

majiayu000

1163 Skills published on GitHub.

cfn-transparency-middleware

Agent interaction capture, logging, and analysis with memory tracking and security (Rust implementation). Use when you need to capture and analyze agent interactions, track tool usage and performance metrics, query execution history, or export audit trails for compliance.

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check-existing-artifacts

Before creating ANY new documentation, plans, or artifacts, ALWAYS check if similar documents alr... Use when configuring AI agent workflows and patterns. Agent Behavior category skill.

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citation-agent

Retrieves verified citations from RAG DB only. Never invents citations. Returns citations with hashes.

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clarify-spec

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Specification Clarification

Identify and resolve ambiguities in specifications through structured questioning. Use when specification has [NEEDS CLARIFICATION] markers, when user mentions unclear or ambiguous requirements, before creating implementation plans, or when planning reveals specification gaps.

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clarvia-aeo-check

Score any MCP server, API, or CLI for agent-readiness using Clarvia AEO (Agent Experience Optimization). Search 15,400+ indexed tools before adding them to your workflow.

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task-classifier

Analyzes task descriptions and classifies them into categories for agent selection

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claude-advanced-tool-use

Advanced tool use patterns including tool search, programmatic calling, and production orchestration. Use when scaling to 10,000+ tools, optimizing token usage, or implementing production tool systems.

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claude-agent-sdk

This skill should be used when building applications with the Claude Agent SDK (Python). Use for creating orchestrators with subagents, configuring agents programmatically, setting up hooks and permissions, and following SDK best practices. Trigger when implementing agentic workflows, multi-agent systems, or SDK-based automation.

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claude-agent-sdk-python

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claude-agent-sdk-typescript

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claude-agent-ts-sdk

Build Claude agents using TypeScript with the @anthropic-ai/claude-agent-sdk. Use this skill when implementing conversational agents, building tools for agents, setting up streaming responses, or debugging agent implementations. Covers the tool wrapping pattern, SDK initialization, agent architecture, and best practices.

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claude-agents

Guide for creating custom agents for Claude Code. Use when creating specialized agents, configuring agent tools.

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mcp-create-declarative-agent

Skill converted from mcp-create-declarative-agent.prompt.md

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claude-allow-stop

Return to normal stop behavior. Use PROACTIVELY after completing all tasks in continuous work mode, when work is committed and tests pass, or when reaching natural stopping point. User can invoke with /claude-allow-stop.

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claude-bell

Use when you need to alert the user outside the terminal, get confirmation before proceeding, or collect text input. Triggers include task completion, errors requiring attention, destructive operations needing approval, or questions requiring user decision.

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claude-code-agents

Create and maintain Claude Code agents/subagents (.claude/agents/*.md) with YAML frontmatter (name/description/tools/model/permissionMode/skills/hooks), least-privilege tool selection, delegation patterns (Task), context budgeting, and safety best practices.

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claude-code-automation

Run Claude Code programmatically in headless mode or via bidirectional stream-json protocol. Use when building agents, automating Claude, running headless Claude, implementing multi-turn conversations, or integrating Claude CLI into applications.

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maestro

Use when you need to act as an Elite Software Architect (Maestro) to manage complex repositories. It enforces a "Why over How" philosophy, maintains a persistent project memory (Brain), and orchestrates specialized sub-skills through a Plan-Act-Verify lifecycle.

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Claude Code X - Autonomous Execution Subagent

Execute Claude Code autonomously in the background for well-defined tasks, enabling parallel execution of up to 5 concurrent sessions while the user continues other work.

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claude-consult

Consult Claude specialist agents during implementation for codebase understanding, pattern checking, security review, debugging help, and more. Use this skill whenever you're unsure about conventions, stuck on a failure, or need expert input before writing code. Does not replace the formal review gates in agent-loops — this is for mid-implementation consultation.

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claude-do-not-stop

Enable continuous work mode. Use PROACTIVELY when user says "keep working", "don't stop", "finish everything", "complete all tasks". Automatically continues until work is complete. User can invoke with /claude-do-not-stop [reason].

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claude-get-session-info

Shared utility script for getting Claude PID and Session ID. Source this in other scripts to access CLAUDE_PID and SESSION_ID variables.

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claude-gladiator

Continuous learning — hooks observe failures and prompt reflection, sibling synergy deepens analysis with history and tool discovery

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claude-improve-config

Self-reflect on the current session to identify mistakes and propose improvements to .claude configuration (CLAUDE.md, hooks, skills).

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Claude SDK Expert

Build autonomous AI agents using Claude Agent SDK with computer use, tool calling, MCP integration, and production best practices for Anthropic models

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claude-skill

Use when user asks to leverage claude or claude code to do something (e.g. implement a feature design or review codes, etc). Provides non-interactive automation mode for hands-off task execution without approval prompts.

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claude-subagent-development

This skill should be used when the user asks to "create a subagent", "validate a subagent", "generate subagent schema", "check subagent configuration", "write subagent specification", or mentions subagent development, validation, or protocol documentation for Claude Code.

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claude-superpowers

Force Claude Code to work like a senior developer: plan before coding, work in isolation, write tests first, and review its own output twice before presenting it. Use when asked to enable superpowers mode, activate the superpowers framework, or turn on superpowers for this session. Installs a 4-stage framework — Plan, Isolate, Test First, Double Review — that prevents Claude from sprinting into broken code.

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md-files

classname: EchoBehaviour

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Claudeisms Operational Guidelines

Apply strict operational protocols for AI task execution including sequential processing, minimal responses, no destructive operations without confirmation

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claudisms

Claude Code plugin enforcing operational guidelines, terse responses, sequential execution, and no destructive operations without confirmation.

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clawp

CLAWP Agent - AI token creation advisor powered by OpenClaw

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cloudflare-agents

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cobuilder-heartbeat

Behavioral specification for the CoBuilder Heartbeat teammate. Loaded as prompt when spawning the Haiku work-finder agent within the session-scoped cobuilder-live-{hash} team. Defines the heartbeat loop scanning for actionable work (beads, orchestrator failures, git staleness, stale tasks, idle orchestrators, GChat replies) and reporting findings to CoBuilder via SendMessage.

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sqlite-agent-context

Detect agent capabilities and manage context intelligently

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codex-agent

作为项目经理操作 OpenAI Codex CLI 完全体。包含:知识库维护(自动跟踪 Codex 最新功能)、任务执行(提示词设计→执行→监控→质量检查→迭代→汇报)、配置管理(feature flags/模型/skills/MCP)。通过 tmux 操作交互式 TUI,通过 notify hooks + pane monitor 实现异步唤醒。NOT for: 简单单行编辑(用 edit)、读文件(用 read)、快速问答(直接回答)。

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codex-assistant

Run AI-powered tasks using OpenAI Codex CLI. Use when Claude needs to (1) delegate code analysis or generation tasks to Codex, (2) get a second opinion on code changes, (3) perform parallel AI review, or (4) leverage Codex for specific tasks. Triggers on requests like "use codex to...", "run codex", "ask codex", "codex review".

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codex

Execute tasks using the OpenAI Codex CLI (GPT-5.2). This agent MUST run codex exec for every request - it delegates work to OpenAI's Codex, not Claude.

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codex-law-governor

Govern agent behavior through enforcement of the Codex Laws framework.

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codex-master-instructions

Master behavior rules for Codex. Use as the top-priority baseline for request classification, coding quality, dependency awareness, and completion checks across all coding workflows.

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codex-worker

Delegates implementation tasks to Codex as a Worker. Use when user mentions 'Codex に実装させて', 'Codex Worker', 'Codex に作らせて', or '実装を依頼'. Do NOT load for: 'Codex レビュー', 'セカンドオピニオン', 'Codex の意見', 'Codex でレビュー', 'Codex セットアップ'.

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coding-agent

Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.

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coinbase-trading

Autonomous crypto trading with technical and sentiment analysis. Use when executing trades, analyzing markets, or managing positions on Coinbase.

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collaboration-style

AI-human collaboration norms — friction cases, coding style preferences, behavioral guidelines. Use when: calibrating communication style, deciding when to ask vs act, or adjusting response detail level.

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command-sub-agent

專責處理 CBF (Commanded Behavior Frame) 類型的需求。讀取規格目錄結構,生成/審查 Command Side 設計與實作。支援 Java、TypeScript、Go 多語言。

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communication-style

This skill should be used when generating spec artifacts (research.md, requirements.md, design.md, tasks.md), formatting agent output, structuring phase results, or when any Ralph agent needs guidance on concise, scannable output formatting. Applies to all Ralph spec phase agents.

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bdi-mental-states

This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beliefs", "build cognitive agent", or mentions BDI ontology, mental state modeling, rational agency, or neuro-symbolic AI integration.

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hosted-agents

This skill should be used when the user asks to "build background agent", "create hosted coding agent", "set up sandboxed execution", "implement multiplayer agent", or mentions background agents, sandboxed VMs, agent infrastructure, Modal sandboxes, self-spawning agents, or remote coding environments.

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context-finder

Auto-spawn context-finder agent for search tasks. Use when user says "find", "search", "where is", "look for", "trace", "what file", "which commit", "grep", "locate". Triggers search in git history, files, issues, retrospectives.

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