Important

Agentspan is now part of Orkes Conductor (August 17, 2026). This repository is archived read-only. The skills here target the final Agentspan CLI/SDK and continue to work as published; for the maintained agent runtime see the migration guide and orkes.io/content/devguide/ai.

AgentSpan Skills for AI Coding Agents

AI agents that don't die when your process dies.

Teach your AI coding agent how to build, run, monitor, and manage durable AI agents with AgentSpan.

What this provides

• Build agents — Create agents with tools, guardrails, and structured output using the Python SDK
• Multi-agent teams — Sequential pipelines, parallel execution, routers, swarm orchestration
• Run and monitor — Start agents, stream events, search executions, check status
• Human-in-the-loop — Durable approval workflows that pause for days, not minutes
• Credentials — Encrypted server-side credential management
• Framework compatibility — Works with LangGraph, OpenAI Agents SDK, Google ADK

Quick install

Claude Code plugin

/plugin marketplace add agentspan-ai/agentspan-skills
/plugin install agentspan@agentspan-skills

Shell installer (all agents)

macOS / Linux:

curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --all

Windows (PowerShell):

irm https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.ps1 -OutFile install.ps1; .\install.ps1 -All

Per-agent install

Agent	Command
Claude Code	curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --agent claude
Codex	curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --agent codex
Gemini CLI	curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --agent gemini
Cursor	curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --agent cursor
Windsurf	curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --agent windsurf
Cline	curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --agent cline
Copilot	curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --agent copilot
Aider	curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --agent aider
Amazon Q	curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --agent amazonq
Roo	curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --agent roo
Amp	curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --agent amp
OpenCode	curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --agent opencode

Example prompts

Try these after installing:

• "Create an agent that searches the web and summarizes results"
• "Build a research team with a researcher and writer working in sequence"
• "Create an agent with human approval for file deletions"
• "Show me all failed agent executions from today"
• "Stream events from my running agent"
• "Create an agent that returns structured JSON output"
• "Set up credentials for my GitHub token"

Documentation

• SKILL.md — Core skill definition
• SDK Reference — Python SDK API
• CLI Reference — CLI commands
• API Reference — REST API

Examples

• Create and run an agent
• Multi-agent team
• Human-in-the-loop approval
• Monitor and debug

Upgrade

curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --all --upgrade

Uninstall

curl -sSL https://raw.githubusercontent.com/agentspan-ai/agentspan-skills/main/install.sh | bash -s -- --all --uninstall

Evaluations

Run the eval suite to test skill quality across LLM providers:

python3 scripts/run_evals.py --verbose

See evaluations/README.md for details.

Supported agents

Agent	Status
Claude Code	Supported (plugin + installer)
Codex	Supported
Gemini CLI	Supported
Cursor	Supported
Windsurf	Supported
Cline	Supported
GitHub Copilot	Supported
Aider	Supported
Amazon Q	Supported
Roo	Supported
Amp	Supported
OpenCode	Supported

License

MIT — see LICENSE.txt