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Assimilate an external methodology, harness, or specification into babysitter process definitions.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Orchestrate complex, multi-step AI workflows with quality convergence loops, event-sourced state, and human-in-the-loop approval gates. Use when the user wants to babysit a task, orchestrate a workflow, run quality-gated development, resume a previous orchestration run, diagnose run health, plan without executing, set up a project or user profile for babysitter, or assimilate an external methodology. Also use when the user mentions "babysitter", "orchestrate", "babysit", "quality loop", or "convergence loop".
Help and documentation for babysitter commands, processes, skills, agents, and methodologies.
Plan a babysitter workflow without executing it. Focus on creating the best process possible.
Install or refresh a team-pinned babysitter runtime/content setup from lockfile.
Start a babysitter orchestration run. Use this command to start babysitting a complex workflow.
Analyze a completed or in-flight run and propose process improvements for future runs.
| name | babysitter:assimilate |
| description | Assimilate an external methodology, harness, or specification into babysitter process definitions. |
| argument-hint | Target to assimilate (repo URL, harness name, or spec path) |
Convert external sources into well-defined babysitter process definitions with accompanying skills/ and agents/ directories.
Determine which workflow to use based on the target:
Learns an external methodology from its repo and converts procedural instructions, commands, and manual flows into babysitter processes with refactored skills and agents.
.a5c/processes/Integrates babysitter SDK with a specific AI coding harness. Available targets:
codex — OpenAI Codex CLIopencode — OpenCode (Bun-based)gemini-cli — Google Gemini CLIopenclaw — OpenClaw daemonantigravity — Google Antigravitygeneric — Generic AI harnessAdapts the methodology-assimilation workflow for specification documents (RFC, API spec, design doc).
For each assimilation, generate:
.a5c/processes/
├── <name>.js # Process definition
├── <name>-inputs.json # Default inputs
├── skills/ # Extracted skills
│ └── <skill>/SKILL.md
└── agents/ # Extracted agents
└── <agent>/AGENT.md
/babysitter:assimilate https://github.com/org/methodology-repo
/babysitter:assimilate harness codex
/babysitter:assimilate ./specs/api-design.md