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majiayu000

majiayu000

1163 Skills published on GitHub.

auto-skill-lifecycle-handling

自动处理 Agent Skill 的全生命周期:在用户反馈中识别稳定约束以触发技能抽取;合并新增偏好实现版本演进(如 v0.1.0 → v0.1.1);并在后续相似任务中精准检索并注入对应技能。

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autogen-setup

Microsoft AutoGen multi-agent configuration for conversational AI systems

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autonomous-agent-harness

Set up autonomous coding agent projects with long-running harnesses using Archon MCP for state management. Creates complete project scaffolds with initializer/coding agent prompts, feature tracking, session handoffs, security configuration, and browser testing integration. Based on Anthropic's effective harnesses guide. Use when building autonomous coding agents, long-running AI workflows, or multi-session development projects.

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autonomous-agent-patterns

Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool APIs, implementing permission systems, or creating autonomous coding assistants.

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autonomous-agent-readiness

Assess a codebase's readiness for autonomous agent development and provide tailored recommendations. Use when asked to evaluate how well a project supports unattended agent execution, assess development practices for agent autonomy, audit infrastructure for agent reliability, or improve a codebase for autonomous agent workflows. Triggers on requests like "assess this project for agent readiness", "how autonomous-ready is this codebase", "evaluate agent infrastructure", or "improve development practices for agents".

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autonomous-agent

Before main skill execution, perform guardrail checks.

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autonomous-builder

Full-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly asks for end-to-end project creation, feature development, bug fixing, or code refactoring.

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autonomous-code-review

Run comprehensive code quality checks, tests, and fixes autonomously

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autonomous-coding-agent

Build autonomous coding agents with CLI integration. Use when creating automated coding workflows, managing multi-session development, or building CI/CD code generation pipelines.

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autonomous-development

Comprehensive autonomous development strategies including milestone planning, incremental implementation, auto-debugging, and continuous quality assurance for full development lifecycle management

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autonomous

Execute 1-2+ hour tasks autonomously with minimal supervision. Requires Task Contract (OUTCOME, EXCLUSIONS, DURATION, GUARDRAILS) upfront, then executes with clarification → plan → autonomous work → session report.

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autonomous-loop

Autonomous development loop patterns for iterative self-improvement. Auto-triggers when implementing features autonomously, fixing bugs in a loop, or running until completion. Based on frankbria/ralph-claude-code.

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autonomous-operation

Use when starting any work session - establishes autonomous operation mode, overriding token limits and time pressure to work until goal is achieved

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autonomous-pr

Otonom PR yasam dongusu. PR olustur, CI bekle, hata varsa duzelt, review feedback'i uygula, merge'e hazirla. Budget ve zaman limiti ile kontrol altinda tutulan tam otonom PR pipeline'i.

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autonomous-skill

Use when user wants to execute long-running tasks that require multiple sessions to complete. This skill manages task decomposition, progress tracking, and autonomous execution using Codex non-interactive mode with auto-continuation. Trigger phrases include autonomous, long-running task, multi-session, 自主执行, 长时任务, autonomous skill.

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autopilot

全自动 RPI 执行 — 从想法到可运行代码

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autopoiesis

Self-modifying AI agent configuration via ruler + MCP + DuckDB. All behavior mods become one-liners.

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autoresearch-agent

Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed evaluation, keeps improvements (git commit), discards failures (git reset), and loops indefinitely. Use when: user wants to optimize code speed, reduce bundle/image size, improve test pass rate, optimize prompts, improve content quality (headlines, copy, CTR), or run any measurable improvement loop. Requires: a target file, an evaluation command that outputs a metric, and a git repo.

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autoresearch

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aws-agentcore

Build AI agents with AWS Bedrock AgentCore. Use when developing agents on AWS infrastructure, creating tool-use patterns, implementing agent orchestration, or integrating with Bedrock models. Triggers on keywords like AgentCore, Bedrock Agent, AWS agent, Lambda tools.

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aws-agentic-ai

AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore component. Covers MCP target deployment, credential management, schema optimization, runtime configuration, memory management, and identity services.

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aws-strands-agents-agentcore

Use when working with AWS Strands Agents SDK or Amazon Bedrock AgentCore platform for building AI agents. Provides architecture guidance, implementation patterns, deployment strategies, observability, quality evaluations, multi-agent orchestration, and MCP server integration.

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aws-strands

Build AI agents with Strands Agents SDK. Use when developing model-agnostic agents, implementing ReAct patterns, creating multi-agent systems, or building production agents on AWS. Triggers on Strands, Strands SDK, model-agnostic agent, ReAct agent.

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backend-implementation

Backend Implementation Workflow Agent. Backend만 구현이 필요한 경우 사용합니다. API 추가, 서비스 로직 구현, DB 스키마 변경 등을 오케스트레이션합니다.

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backend-senior

Senior Developer Agent. 기술 리더십, 아키텍처 의사결정, 코드 리뷰 리드, 멘토링을 담당합니다.

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background-agent-pings

Background Agent Pings

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balthasar-2

MAGI 2號機 - 守護者視角分析 (Gemini via MCP)。作為 MAGI 三機平行討論的一員,從品質、可維護性、最佳實踐角度分析任務。觸發條件:MAGI 系統啟動時自動平行調用。

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bartender

Generic bartending capabilities — pour drinks, manage tabs, know regulars

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bazinga-db-agents

Agent logs, reasoning, and token tracking. Use when logging interactions, saving reasoning, tracking tokens, or managing events.

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bedrock-agentcore

Amazon Bedrock AgentCore platform for building, deploying, and operating production AI agents. Covers Runtime, Gateway, Browser, Code Interpreter, and Identity services. Use when building Bedrock agents, deploying AI agents to production, or integrating with AgentCore services.

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bedrock-agents

Amazon Bedrock Agents for building autonomous AI agents with foundation model orchestration, action groups, knowledge bases, and session management. Use when creating AI agents, orchestrating multi-step workflows, integrating tools with LLMs, building conversational agents, implementing RAG patterns, managing agent sessions, deploying production agents, or connecting knowledge bases to agents.

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behavioral-profile-calibration

Calibrate behavioral profiles for consistent agent operation.

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ben-heath

Talk to Ben Heath Youtuber about their expertise. Ben Heath Youtuber provides authentic advice using their mental models, core beliefs, and real-world examples.

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bill-gates

Agente que simula Bill Gates — cofundador da Microsoft, arquiteto da

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CORE

PAI (Personal AI Infrastructure) - Your AI system core. AUTO-LOADS at session start. USE WHEN any session begins OR user asks about PAI identity, response format, stack preferences, security protocols, or delegation patterns.

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bmad-agent-bmad-master

bmad-master agent

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bmad-agent-bmb-workflow-builder

workflow-builder agent

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bmad-agent-bmm-analyst

analyst agent

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bmad-agent-bmm-architect

architect agent

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bmad-agent-bmm-dev

dev agent

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bmad-agent-bmm-pm

pm agent

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bmad-agent-bmm-qa

qa agent

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bmad-agent-bmm-quick-flow-solo-dev

quick-flow-solo-dev agent

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bmad-agent-bmm-sm

sm agent

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bmad-agent-bmm-tech-writer

tech-writer agent

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bmad-agent-bmm-ux-designer

ux-designer agent

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bmad-agent-builder

Builds, edit or validate Agent Skill through conversational discovery. Use when the user requests to "Create an Agent", "Optimize an Agent" or "Edit an Agent".

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bmad-agent-cis-brainstorming-coach

brainstorming-coach agent

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bmad-agent-cis-creative-problem-solver

creative-problem-solver agent

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bmad-agent-cis-design-thinking-coach

design-thinking-coach agent

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