by cortex-tms
The Universal AI-Optimized Project Boilerplate. A Tiered Memory System (TMS) designed to maximize AI agent performance. Includes an interactive CLI tool and a high-signal documentation standard.
# Add to your Claude Code skills
git clone https://github.com/cortex-tms/cortex-tmsCortex TMS scaffolds and validates governance documentation for AI coding agents. As AI models get more powerful and autonomous, they need clear, current governance docs to stay aligned with your project standards.
The Challenge: Modern AI agents handle large context windows and can work autonomously—but without governance, they drift from your standards, overengineer solutions, and write inconsistent code.
The Solution: Cortex TMS provides:
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Scaffold governance docs that AI agents actually read:
PATTERNS.md - Code patterns and conventionsCLAUDE.md - Agent workflow rules (git protocol, scope discipline, human approval gates)ARCHITECTURE.md - System design and tech stackDOMAIN-LOGIC.md - Business rules and constraintsResult: AI writes code that follows YOUR patterns, not random conventions from its training data.
New in v4.0: Git-based staleness detection catches when docs go stale:
cortex-tms validate
⚠️ Doc Staleness
PATTERNS.md may be outdated
Doc is 45 days older than code with 12 meaningful commits
Code: 2026-02-20
Doc: 2026-01-06
Review docs/core/PATTERNS.md to ensure it reflects current codebase
How it works: Compares doc modification dates vs code commit activity. Flags stale docs before they mislead AI agents.
Note: Staleness v1 uses git timestamps (temporal comparison only). Cannot detect semantic misalignment. Future versions will add semantic analysis.
CLAUDE.md governance rules require human approval for critical operations:...