Features
What's in the box
Nine capabilities that compose StrayMark — from cognitive discipline and repo-native governance to multi-model audit and emergent observation. Pick the one that maps to the problem you're solving; each links to a focused page.
What's in the box
Structured cognitive discipline
Charters define purpose and limits before code. AILOGs capture human/agent exchange. AIDECs record decisions and tradeoffs.
Repo-native by design
Everything lives in your git repo: artifacts, governance rules, agent directives. No external platform, no second source of truth.
Declarative agent governance
Versioned rules in STRAYMARK.md and AGENT-RULES bind agent behavior at the workflow level — not at runtime, not after the fact.
Evidence as a byproduct
EU AI Act, ISO 42001, NIST AI RMF, and GDPR mappings emerge from the same artifacts the team already produces. No parallel paper trail.
A CLI that does the work
init, validate, audit, analyze, compliance, metrics — one binary, eleven commands, deterministic outputs you can grep and pipe.
TDE: drift detection
The Transversal Debt Engine surfaces hidden coupling between charters before it compounds into incidents.
Skills for AI agents
Eleven slash-commands wrap the rituals: /straymark-charter-new, /straymark-ailog, /straymark-audit-prompt, /straymark-status. The agent drives the framework, not you.
Multi-model external audit
Three auditor CLIs (e.g. claude, copilot, gemini) read the same prompt and audit the Charter independently at the closure gate — before it ships. A calibrator deduplicates, reclassifies severity, and merges signed evidence into telemetry.
Emergent observation by design
Mandatory cross-references between documents let the agent spot stale specs and inter-charter drift on its own. Cognitive discipline raises the floor without tightening the prompt.