agent-handoffs
Agent parameter passing, memory files, and data handoffs between agents
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Agent parameter passing, memory files, and data handoffs between agents
Replace with description of the skill and when Claude should use it.
Wait for PR review comments, fix issues raised, summarise, and respond to reviewers automatically.
Write Ralph specification documents - structured feature specs with clear requirements, acceptance criteria, and implementation guidance for autonomous task execution
Run multiple AI instances in parallel, coordinate their execution, manage timing and dependencies
A strict protocol for architecting Model Context Protocol (MCP) servers using FastMCP Python SDK, enforcing Tools vs Resources separation, type safety for LLM schema generation, and context-first thinking.
Audit pilot data, models, and workflows for bias and inclusivity issues. Use when evaluating fairness across demographic groups, identifying algorithmic biases, and recommending mitigation strategies to ensure...
AI thinking partner for strategy and planning. Reads the current work state, analyzes progress, and helps you plan the next phase while the worker instance builds. Triggered by "think ahead".
Build agentic AI solutions using Microsoft Agent Framework (Python). Use when creating AI agents, multi-agent workflows, chatbots, or assistants that need tool calling, streaming, orchestration patterns (sequen...
decision matrix for agent tools. Use this to choose between Extensions, Functions, and Data Stores based on security, execution location, and data type.
自动监控 Claude Code 性能指标,包括操作耗时、失败率、效率评分,并提供语义化洞察
Create custom subagents for specialized AI tasks. Use when the user wants to create a subagent, set up task-specific agents, configure code reviewers, debuggers, or domain-specific assistants with custom prompt...
LINE Bot Flex Message 筆記樣式設計指南。包含 Flex Message 限制、卡片結構設計、圖片生成規範(matplotlib)、常見錯誤排解。適用於教育類、知識卡片類的 LINE Bot 開發。
LLMのクオータ(利用制限)を管理・節約し、効率的に回復・継続するための戦略を実行する
Set up and orchestrate parallel Claude Code agents using git worktrees. Use this skill when the user wants to parallelize a feature across multiple agents, spawn worktrees, or merge agent work back together.
The reference framework to generate, compile, and lint greenfield prompts that conform to the Agnostic Prompt Standard (APS) v1.0.
确保 Agent 在本项目中的所有回复都使用中文。当用户与 Agent 进行任何对话、代码解释、错误提示、文档说明时,Agent 应始终使用中文进行回复,除非用户明确要求使用其他语言。
Expert Python code creation and management for the statement-extractor library. Use when creating new Python modules, implementing pipeline plugins, or following project-specific Python patterns. Specializes in...
協助使用者操作 AnythingLLM API 的基本功能,包括查詢 Workspace、管理 Thread 和進行對話。支援 PowerShell 和 Bash 雙平台。
MONAD-grounded cognitive architecture for AI memory as morphemic substrate navigation. Memory is not storage but substrate sampling - accessing the same structure that underlies reality. Implements φ-scaling, G...
Search and retrieve context from previous Angainor iteration transcripts. Use when you need detailed context about what happened in a previous iteration beyond what's in progress.txt. Triggers on: read transcri...
Build production-ready AI agents using Claude Agent SDK (Python). Use when implementing agent workflows, SDK integration, one-shot queries, interactive conversations, custom MCP tools, permission control, CLAUD...
Generates high-quality, predictable, and efficient .agent/skills/ directories based on user requirements. Use when the user wants to create a new skill or modify an existing one.
MONAD-grounded cognitive architecture for AI memory as morphemic substrate navigation. Memory is not storage but substrate sampling - accessing the same structure that underlies reality. Implements φ-scaling, G...
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