a5c-ai/babysitter:assimilate
plugins/babysitter-codex/.codex/skills/babysitter/assimilate/SKILL.md
Assimilate an external methodology, harness, or specification into babysitter process definitions.
$ install --global
skillsauthnpx skillsauth add a5c-ai/babysitter babysitter:assimilateInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
70%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 16, 2026, 12:12 PM160.8s1 file scanned
SKILL.md
- 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)
babysitter:assimilate
Convert external sources into well-defined babysitter process definitions with accompanying skills/ and agents/ directories.
Assimilation Workflows
Determine which workflow to use based on the target:
Methodology Assimilation (repo URL or methodology name)
Learns an external methodology from its repo and converts procedural instructions, commands, and manual flows into babysitter processes with refactored skills and agents.
- Clone or fetch the target repo
- Analyze the methodology's structure, commands, and workflows
- Map manual steps to babysitter task definitions
- Generate process .js files, SKILL.md files, and AGENT.md files
- Store output in
.a5c/processes/
Harness Integration (harness name)
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 harness
Specification Assimilation (spec path)
Adapts the methodology-assimilation workflow for specification documents (RFC, API spec, design doc).
Output
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
Usage
/babysitter:assimilate https://github.com/org/methodology-repo
/babysitter:assimilate harness codex
/babysitter:assimilate ./specs/api-design.md
Related Skills
a5c-ai/model-card-generator
development
VerifiedTrustedCommunity
Model documentation skill for generating model cards following Google's model card framework.
680SKILL.mdUpdated Apr 28, 2026
a5c-ai/mlflow-experiment-tracker
development
VerifiedTrustedCommunity
MLflow integration skill for experiment tracking, model registry, and artifact management. Enables LLMs to log experiments, compare runs, manage model lifecycle, and retrieve artifacts through the MLflow API.
680SKILL.mdUpdated Apr 28, 2026
a5c-ai/lime-explainer
data-ai
VerifiedTrustedCommunity
LIME-based local explanation skill for individual predictions across tabular, text, and image data.
680SKILL.mdUpdated Apr 28, 2026
a5c-ai/kubeflow-pipeline-executor
devops
VerifiedTrustedCommunity
Kubeflow Pipelines skill for ML workflow orchestration, component management, and Kubernetes-native ML.
680SKILL.mdUpdated Apr 28, 2026