Why this fit
Teams evaluating AI models, assistants and generative workflows, particularly observability and monitoring, AI agents that connect over MCP β source available on GitHub.
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AI / Catalogue record

Catalogue record
github.com
π¦ π π πͺ π§ - Policy enforcement for AI coding agents derived from existing instruction files (CLAUDE.md, .cursorrules, .windsurfrules, .githu...
Field notes
π¦ π π πͺ π§ - Policy enforcement for AI coding agents derived from existing instruction files (CLAUDE.md, .cursorrules, .windsurfrules, .github/copilot-instructions.md) β no separate YAML to maintain. Rules with prohibitive predicates (never, forbids, mustnot) emit permissionDecision: deny to block tool calls in Claude Code; advisory rules inject context. PostToolUse is correlated with PreToolUse to produce per-rule obeyed/ignored compliance verdicts in a local JSONL audit log. MCP tools β ara...
Best for
Teams evaluating AI models, assistants and generative workflows, particularly observability and monitoring, AI agents that connect over MCP β source available on GitHub.
Known limitations
Workflows that require fully deterministic, auditable outputs with no human review step.
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Evidence summary
Why this fit
Teams evaluating AI models, assistants and generative workflows, particularly observability and monitoring, AI agents that connect over MCP β source available on GitHub.
Known limitations
Workflows that require fully deterministic, auditable outputs with no human review step.
Catalogue confidence
Catalogue data checked Oct 27, 2026.
GitHub-backed record with source-attributed context.
Repository context
GitHub / taniwhaai/arai
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