Agents
AI agents and automation
pm-bug-reporting
by bobmatnyc
Bug reporting protocol for PM and agents to file GitHub issues
mpm-help
by bobmatnyc
Display help for Claude MPM commands
mcp-builder
by bobmatnyc
Create high-quality MCP servers that enable LLMs to effectively interact with external services. Use when building MCP integrations for APIs or services in Python (FastMCP) or Node/TypeScript (MCP SDK).
Git Workflow Guide
by AsiaOstrich
Guide Git branching strategies, branch naming, and merge operations. Use when: creating branches, merging, pull requests, Git workflow questions. Keywords: branch, merge, PR, pull request, GitFlow, GitHub Flow, 分支, 合併, 工作流程.
bdd
by AsiaOstrich
"[UDS] Guide through Behavior-Driven Development workflow"
atdd
by AsiaOstrich
"[UDS] Guide through Acceptance Test-Driven Development workflow"
gui-agent
by Fzkuji
"GUI automation via visual perception. Screenshot → detect → click → verify. Use when asked to operate a desktop app, interact with a VM, or complete an OSWorld benchmark task."
gui-agent
by Fzkuji
"ALL interactions with ANY app — whether built-in (Finder, Safari, System Settings) or third-party (WeChat, Chrome, Slack) — MUST go through this skill. Clicking, typing, reading content, sending messages, navigating menus, filling forms: everything uses visual detection (screenshot → template match → click). This is the ONLY way to operate apps. Never bypass with CLI commands, AppleScript, or Accessibility APIs."
agent-browser
by evolving-machines-lab
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
Letta Conversations API
by letta-ai
Guide for using the Letta Conversations API to manage isolated message threads on agents. Use when building multi-user chat applications, session management, or any scenario requiring separate conversation contexts on a single agent.
learn
by Soul-Brews-Studio
Explore a codebase with parallel Haiku agents. Modes - --fast (1 agent), default (3), --deep (5). Use when user says "learn [repo]", "explore codebase", "study this repo".
create-app
by atrislabs
Build and deploy an Atris app from a natural language description. Use when users ask to create chat apps, workflow apps, or API-driven autonomous apps.
olore-langchain-latest
by olorehq
Local LangChain documentation reference (latest). Comprehensive documentation for LangChain and LangGraph frameworks in Python and JavaScript.
olore-agentskills-latest
by olorehq
Local Agent Skills documentation reference (latest). Use when asked about the Agent Skills format, creating skills, SKILL.md specification, or integrating skills into agents.
olore-a2a-latest
by olorehq
Local a2a documentation reference (latest). A2A (Agent-to-Agent) protocol documentation. Use for agent communication, task management, streaming, push notifications, and enterprise-ready agent interoperability.
olore-ms-agent-framework-latest
by olorehq
Local Microsoft Agent Framework documentation reference. Use when asked about Microsoft Agent Framework, building AI agents in .NET or Python, MCP servers/clients, durable agents, agent tools, Teams/WebChat adapters, or agent-to-agent communication.
PM Skill: Agent Update Workflow
by bobmatnyc
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pm-delegation-patterns
by bobmatnyc
Common delegation patterns for PM agent
Dispatching Parallel Agents
by bobmatnyc
Use multiple Claude agents to investigate and fix independent problems concurrently
pm-ticketing-integration
by bobmatnyc
Ticket-driven development protocol
pm-git-file-tracking
by bobmatnyc
Protocol for tracking files immediately after agent creation
🤖 Multi-Agent Orchestration & State Management
by Dokhacgiakhoa
Created by Antigravity Orchestrator - Based on Autonomous Agent Architectures.
alignment-values-north-star
by lyndonkl
Use when teams need shared direction and decision-making alignment. Invoke when starting new teams, scaling organizations, defining culture, establishing product vision, resolving misalignment, creating strategic clarity, or setting behavioral standards. Use when user mentions North Star, team values, mission, principles, guardrails, decision framework, or cultural alignment.
chain-estimation-decision-storytelling
by lyndonkl
Use when making high-stakes decisions under uncertainty that require stakeholder buy-in. Invoke when evaluating strategic options (build vs buy, market entry, resource allocation), quantifying tradeoffs with uncertain outcomes, justifying investments with expected value analysis, pitching recommendations to decision-makers, or creating business cases with cost-benefit estimates. Use when user mentions "should we", "ROI analysis", "make a case for", "evaluate options", "expected value", "justify decision", or needs to combine estimation, decision analysis, and persuasive communication.