Agent Building skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

agent-squad-python

Use when building or modifying a Python app that uses the agent-squad Python package — async multi-agent orchestration for Python 3.11+: orchestrator, agents (BedrockLLMAgent, AnthropicAgent, OpenAIAgent, SupervisorAgent, GroundedAgent, ChainAgent, and more), classifier routing (Bedrock, Anthropic, OpenAI), storage (in-memory, DynamoDB, SQL/Turso), retrievers (Amazon KB, Dakera), tools (AgentTools, MCPToolProvider), and custom implementations.

7.71k repo starsObserved in 1 repos
Agent Building
GitHub

agent-squad-swift

Use when building or modifying a Swift app that uses the AgentSquad Swift framework — on-device multi-agent orchestration for iOS 16+ / macOS 14+: orchestrator, agents (Agent, GroundedAgent), classifier routing, LLM clients (OpenAI-compatible), tools (native + MCP), tool UIs/widgets, on-device storage, tracing, and realtime voice — built-in types and custom implementations.

7.71k repo starsObserved in 1 repos
Agent Building
GitHub

agent-squad-typescript

Use when building or modifying a Node.js / TypeScript app that uses the agent-squad npm package — multi-agent orchestration: orchestrator, agents (all built-in types + GroundedAgent), classifier routing (Bedrock / Anthropic / OpenAI), storage (in-memory / DynamoDB / SQL), retrievers (Amazon KB / Dakera), and tools (AgentTools + MCPToolProvider).

7.71k repo starsObserved in 1 repos
Agent Building
GitHub

yao-agent

Agent management expert. ALWAYS invoke this skill when you need to list available agents, download or reference agent source code, deploy agent code to the host, or query the LLM connector matrix. Do not guess agent structures — use this skill first.

7.55k repo starsObserved in 1 repos
Agent Building
GitHub

refly

Base skill for Refly ecosystem: creates, discovers, and runs domain-specific skills bound to workflows. Routes user intent to matching domain skills via symlinks, delegates execution to Refly backend. Use when user asks to: create skills, run workflows, automate multi-step tasks, or manage pipelines. Triggers: refly, skill, workflow, run skill, create skill, automation, pipeline. Requires: @refly/cli installed and authenticated.

7.44k repo starsObserved in 1 repos
Agent Building
GitHub

autoresearch-create

Set up and run an autonomous experiment loop for any optimization target. Gathers what to optimize, then starts the loop immediately. Use when asked to "run autoresearch", "optimize X in a loop", "set up autoresearch for X", or "start experiments".

7.20k repo starsObserved in 3 repos
Agent Building
GitHub

autoresearch-hooks

Author pre/post-iteration hooks for an autoresearch session. Use when the user asks to add research fetching, Slack/webhook notifications, persistent learnings, auto-tagging, anti-thrash intervention, idea rotation, or any side effect around iterations.

7.20k repo starsObserved in 2 repos
Agent Building
GitHub

add-prompt-enhancement-guide

Author a prompt-enhancement system prompt for a new ecosystem and register/update it on the orchestrator's prompt-analysis service. Use when onboarding a new ecosystem (e.g. happyhorse, a new Flux variant, a new Wan video version) and the user provides the ecosystem key plus a reference link, model card, or description. Produces a guide that mirrors the structure and tone of existing ecosystem guides so the prompt-analysis tool behaves consistently.

7.18k repo starsObserved in 1 repos
Agent Building
GitHub

xguard-manager

Read, replace, reset, export, and import XGuard policy options on the orchestrator. Use when you need to inspect current per-label policies for text or prompt scans, ship a refined policy, restore defaults, or back up the policy registry. Read-only by default; destructive operations require an explicit `--writable` flag.

7.18k repo starsObserved in 1 repos
Agent Building
GitHub

analyze-feedback

Analyze agent feedback artifacts from GitHub Actions workflow runs, extract actionable learnings, and incorporate them into skill files and CLAUDE.md. Tracks scan progress to avoid re-processing.

7.14k repo starsObserved in 1 repos
Agent Building
GitHub