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ai-context-lifecycle-governance

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Govern AI context with freshness and determinism.

Software Engineering#adr#governance#artifacts#workflows#specs#ai-context#regeneration
Authormajedsiefalnasr
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Regenerates AI context artifacts to ensure freshness and deterministic context for SpecKit stages, preventing drift and misalignment across ADRs and specifications.

Core Features & Use Cases

  • Regeneration triggers for AI context artifacts when ADRs or specs change.
  • Freshness gate enforcement to flag stale context artifacts.
  • Deterministic source-of-truth ordering across ADRs, specs, AI_CONTEXT_INDEX, and AI_ENGINEERING_RULES.
  • Scope AI context to the current SpecKit stage to maintain isolation between stages.

Quick Start

Run the governance workflow to regenerate all AI context artifacts for the active SpecKit stage.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ai-context-lifecycle-governance
Download link: https://github.com/majedsiefalnasr/bunyan-app-cursor/archive/main.zip#ai-context-lifecycle-governance

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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