Agents
AI agents and automation
create-hook
by richfrem
Interactive initialization script that generates a compliant lifecycle Hook for an AI Agent or Plugin. Use when you need to automate workflows based on events like PreToolUse or SessionStart.
hookdeck
by hookdeck
"Routes to the correct Hookdeck product skill. Covers Event Gateway (inbound: receive webhooks, webhook endpoints, local dev, event queue) and Outpost (outbound: send webhooks to customers). Use when working with any Hookdeck product and unsure which skill to use."
audit-plugin-l5
by richfrem
Triggers the L5 Red Team Sub-Agent to rigorously audit a plugin against the 39-point L4 pattern matrix.
agent-conventions
by wyattowalsh
Agent definition conventions. Use when creating or modifying agents at any level (~/.claude/agents/, .claude/agents/, or project-local). Validate frontmatter, update README.md index. NOT for creating skills, MCP servers, or modifying CLAUDE.md.
copilot-sdk-dotnet
by arisng
Build applications with GitHub Copilot CLI SDKs for .NET. Use for direct CopilotClient integration or Microsoft Agent Framework. Covers sessions, streaming, tools, MCP, permissions, and multi-agent workflows.
Bankr Signals - Complete Agent Integration Skill
by 0xAxiom
This skill provides everything needed for any AI agent to immediately start publishing and consuming verified trading signals. All examples are copy-paste ready with real API endpoints and proper authentication.
create-azure-agent
by richfrem
Interactive initialization script that generates Azure AI Foundry Agent API deployment wrappers (Python SDK and Bicep basics) from an existing Agent Skill. Use when adapting a skill into an Azure Foundry environment.
create-skill
by richfrem
Interactive initialization script that acts as a Skill Designer and Architect. Generates a compliant Agent Skill containing strict YAML frontmatter, optimal interaction designs, and L4 patterns based on diagnostic questioning.
agent-browser
by fmschulz
Browser automation via agent-browser CLI for web navigation, form filling, screenshots, scraping, login flows, and UI testing.
create-stateful-skill
by richfrem
Interactive initialization script that generates an advanced Agent Skill utilizing L4 State Management, Lifecycle Artifacts, Tone Configuration, and Chained Commands. Use when authoring complex, persistent workflows.
create-legacy-command
by richfrem
Interactive initialization script that generates an Antigravity Workflow, Rule, or legacy Claude /command. Use when you need a simple flat-file procedural instruction set.
verify-known-issues
by beshkenadze
Verify claims about known issues in libraries or tools. Use when about to state something is a "known issue", "known bug", or "known limitation".
copilot-cli-agent
by richfrem
Copilot CLI sub-agent system for persona-based analysis. Use when piping large contexts to GitHub Copilot models for security audits, architecture reviews, QA analysis, or any specialized analysis requiring a fresh model context.
faion-ml-engineer
by faionfaion
"ML/AI orchestrator: LLM integration, RAG, ML Ops, agents, multimodal."
create-sub-agent
by richfrem
Interactive initialization script that generates a compliant Sub-Agent configuration. Use when you need to create a nested contextual boundary with specific tools or persistent memory.
claude-cli-agent
by richfrem
Claude CLI sub-agent system for persona-based analysis. Use when piping large contexts to Anthropic models for security audits, architecture reviews, QA analysis, or any specialized analysis requiring a fresh model context.
learning-loop
by richfrem
"(Industry standard: Loop Agent / Single Agent) Primary Use Case: Self-contained research, content generation, and exploration where no inner delegation is required. Self-directed research and knowledge capture loop. Use when: starting a session (Orientation), performing research (Synthesis), or closing a session (Seal, Persist, Retrospective). Ensures knowledge survives across isolated agent sessions."
agent-swarm
by richfrem
"(Industry standard: Parallel Agent) Primary Use Case: Work that can be partitioned into independent sub-tasks running concurrently across multiple agents. Parallel multi-agent execution pattern. Use when: work can be partitioned into independent tasks that N agents can execute simultaneously across worktrees. Includes routing (sequential vs parallel), merge verification, and correction loops."
orchestrator
by richfrem
"(Industry standard: Routing Agent / Orchestrator Pattern) Primary Use Case: Analyzing an ambiguous trigger and routing it to one of the specific specialized implementations. Routes triggers to the appropriate agent-loop pattern. Use when: assessing a task, research need, or work assignment and deciding whether to run a simple learning loop, red team review, dual-loop delegation, or parallel swarm. Manages shared closure (seal, persist, retrospective, self-improvement)."
ecosystem-authoritative-sources
by richfrem
Provides information about how to create, structure, install, and audit Agent Skills, Plugins, Antigravity Workflows, and Sub-agents. Trigger this when specifications, rules, or best practices for the ecosystem are required.
create-agentic-workflow
by richfrem
Scaffold GitHub Agent files from an existing Agent Skill. Generates IDE/UI agents (invokable from GitHub Copilot Chat via slash command) and/or CI/CD autonomous agents (GitHub Actions quality gates with Kill Switch). Use when converting a Skill into a GitHub-native agent.
Context Engineering Framework
by ShunsukeHayashi
Autonomous context extraction and structuring for converting unstructured information from multiple sources into AI-interpretable structured formats.
Agent Execution with Worktree
by ShunsukeHayashi
Execute Miyabi Agents (Coordinator, CodeGen, Review, Deployment, PR, Issue) with Git Worktree isolation for parallel processing. Use when running agents, processing Issues, or managing concurrent tasks.
Context Engineering Framework
by ShunsukeHayashi
Autonomous context extraction and structuring for converting unstructured information from multiple sources into AI-interpretable structured formats.