context-layer-generator

Generate structural manifests, behavioral contracts, and decision logs from code and git history.

4|1|Updated Apr 11, 2026
One-click install
npx skills add https://github.com/m2ai-portfolio/m2ai-skills-pack --skill context-layer-generator-m2ai-portfolio
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: context-layer-generator
Source: https://github.com/m2ai-portfolio/m2ai-skills-pack/tree/main/skills/context-layer-generator
Command: npx skills add https://github.com/m2ai-portfolio/m2ai-skills-pack --skill context-layer-generator-m2ai-portfolio

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Generating three structured context artifacts for a module helps engineers quickly understand scope, ownership, dependencies, and risks, enabling safer modifications and faster onboarding.

Core Features & Use Cases

  • Structural Manifest: document what a module does, its entry points, dependencies, and dependents.
  • Behavioral Contracts: specify idempotency, retry semantics, failure modes, and performance expectations.
  • Decision Log: pre-fill architectural decisions from git history to justify design choices and changes.

Quick Start

Provide a target module or service name and run the generator to produce a unified context artifact for review and integration.

Frequently Asked Questions about context-layer-generator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is a context layer for a software module and when do I need one?

A context layer is a structured documentation artifact defining a module's scope, dependencies, and behavioral contracts. You need one when onboarding engineers, preparing for hand-offs, or establishing governance to enable safer modifications in complex codebases.

How do I generate a structural manifest and behavioral contracts for a module?

To generate a structural manifest and behavioral contracts, provide a target module or service name to the generator. It analyzes code and git history to automatically produce a consolidated .context.md file containing these structured artifacts for review.

Can I use git history to pre-fill an architectural decision log for a service boundary?

Yes, you can pre-fill an architectural decision log using git history. The generator extracts historical insights from your repository to justify design choices and changes, automatically populating the decision log for the specified service boundary.

Does the generated context documentation include runtime dependency and dependent mappings?

Yes, the generated context documentation includes runtime dependency mappings. The structural manifest explicitly documents what a module does, its entry points, its dependencies, and its dependents to provide a clear scope overview.

What is the best way to document module failure modes and performance expectations for governance?

The best way to document module failure modes and performance expectations is through behavioral contracts. The generator outputs these contracts alongside a structural manifest to satisfy runtime documentation and strict governance requirements.

Are there limitations when generating context docs for a single module versus a service boundary?

The generator supports targeting both a single module and a service boundary without strict limitations. However, the resulting .context.md file focuses on dependency insights and behavioral contracts specific to the scope you explicitly define.