AI Public Arsenal

Open-source skills for AI coding assistants. Install individually — each skill is a self-contained capability you add to your agent.

Works with Claude Code · Codex · Gemini CLI · Cursor · Antigravity · Windsurf · OpenCode

Skills

Install a skill

# Install one skill at a time
npx skills add gutomec/ai-public-arsenal@squads
npx skills add gutomec/ai-public-arsenal@aiox-autopilot

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squads

Protocol-driven multi-agent squad management with harness engineering.

A squad is a team of AI agents that work together. You define agents, tasks, and workflows in YAML — then run the whole thing with one command. The squads skill handles the full lifecycle: discovery, creation, validation, activation, execution, and upgrade.

Quick start

npx skills add gutomec/ai-public-arsenal@squads

Then in your AI assistant:

*list-squads                              # Find squads in ./squads/ and ~/squads/
*create-squad my-squad                    # Scaffold a new squad
*validate-squad my-squad                  # Check integrity before running
*run-workflow my-squad main-pipeline      # Execute a workflow

What’s inside

Runtime protections

• Doom loop detection — stops agents that keep producing identical output
• Ralph loop retry — retries with fresh context instead of accumulated noise
• Real validation — checks outputs against JSON Schema before passing to the next agent
• Context compaction — trims handoff data to prevent context window overflow
• Filesystem collaboration — large artifacts go to disk instead of through context
• Self-verify — agents check their own work before handing off
• DAG workflows — dependency-based execution, not just sequential pipelines