How do I install the Assimilate skill?

Run npx skillmds add majiayu000/assimilate in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Assimilate safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Assimilate?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Assimilate free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Assimilate?

majiayu000 (@majiayu000) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Assimilate by majiayu000 — Agent Skill

Name: Assimilate
Rating: 4.5 (4 reviews)
Author: majiayu000

File contents

assimilate

Invoke the babysitter:babysit skill (using the Skill tool) and follow its instructions (SKILL.md).

Use the assimilation domain processes from the active process library to convert external sources into well-defined babysitter process definitions with accompanying skills/ and agents/ directories.

If the workspace does not already have an active process-library binding, initialize it first through the shared global SDK binding:

babysitter process-library:active --json

Run the process after formalizing it.

Available assimilation workflows:

methodology-assimilation (specializations/meta/assimilation/workflows/methodology-assimilation) - Learns an external methodology from its repo and converts procedural instructions, commands, and manual flows into babysitter processes with refactored skills and agents. Supports output as methodology or specialization.
harness integration (specializations/meta/assimilation/harness/*) - Integrates babysitter SDK with a specific AI coding harness (generic, codex, opencode, gemini-cli, openclaw, antigravity).

During the interview phase, determine which assimilation workflow to use based on the user's target:

If the target is a repo URL or methodology name then use the methodology-assimilation workflow.
If the target is a harness name (e.g. codex, opencode, antigravity) then use the matching harness process.
If the target is a specification or other source then adapt the methodology-assimilation workflow for the spec format.
If unclear, ask the user to clarify the assimilation target and type.

After Assimilation: Contribute Back

After successfully assimilating a methodology or harness integration, prompt the user to share it with the community. The assimilated process definitions, skills, and agents could benefit other babysitter users:

Completed a methodology assimilation: /babysitter:contrib library contribution: assimilated [methodology-name] into babysitter process definitions
Completed a harness integration: /babysitter:contrib library contribution: [harness-name] harness integration
Hit issues during assimilation (e.g. unsupported patterns, missing SDK features): /babysitter:contrib bug report: assimilation of [target] failed because [description] or /babysitter:contrib feature request: [what the SDK needs to support]

Even just reporting that an assimilation didn't work well helps improve babysitter for everyone.

---name: assimilatedescription: Assimilate an external methodology, harness, or specification into babysitter process definitions with skills and agents.--- # assimilate Invoke the babysitter:babysit skill (using the Skill tool) and follow its instructions (SKILL.md). Use the assimilation domain processes from the active process library to convert external sources into well-defined babysitter process definitions with accompanying skills/ and agents/ directories. If the workspace does not already have an active process-library binding, initialize it first through the shared global SDK binding: ```bash babysitter process-library:active --json ``` Run the process after formalizing it. Available assimilation workflows: - **methodology-assimilation** (`specializations/meta/assimilation/workflows/methodology-assimilation`) - Learns an external methodology from its repo and converts procedural instructions, commands, and manual flows into babysitter processes with refactored skills and agents. Supports output as methodology or specialization. - **harness integration** (`specializations/meta/assimilation/harness/*`) - Integrates babysitter SDK with a specific AI coding harness (generic, codex, opencode, gemini-cli, openclaw, antigravity). During the interview phase, determine which assimilation workflow to use based on the user's target: - If the target is a **repo URL or methodology name** then use the methodology-assimilation workflow. - If the target is a **harness name** (e.g. codex, opencode, antigravity) then use the matching harness process. - If the target is a **specification or other source** then adapt the methodology-assimilation workflow for the spec format. - If unclear, ask the user to clarify the assimilation target and type. ## After Assimilation: Contribute Back After successfully assimilating a methodology or harness integration, prompt the user to share it with the community. The assimilated process definitions, skills, and agents could benefit other babysitter users: - **Completed a methodology assimilation**: `/babysitter:contrib library contribution: assimilated [methodology-name] into babysitter process definitions` - **Completed a harness integration**: `/babysitter:contrib library contribution: [harness-name] harness integration` - **Hit issues during assimilation** (e.g. unsupported patterns, missing SDK features): `/babysitter:contrib bug report: assimilation of [target] failed because [description]` or `/babysitter:contrib feature request: [what the SDK needs to support]` Even just reporting that an assimilation didn't work well helps improve babysitter for everyone.

Frequently asked questions