Deterministic governance for Claude and MCP tool calls. Pin approved capabilities, detect drift, and refuse unsafe or unapproved actions before execution. No model in the decision path.

4 stars 0 forks 4 watchers Python Apache License 2.0
agent-governance agent-security agentic-ai ai-agents ai-governance ai-safety audit-log ci claude claude-code devsecops github-actions guardrails hooks llm llm-security python
6 Open Issues Need Help Last updated: Sep 18, 2026

Open Issues Need Help

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enhancement good first issue

Deterministic governance for Claude and MCP tool calls. Pin approved capabilities, detect drift, and refuse unsafe or unapproved actions before execution. No model in the decision path.

Python
#agent-governance#agent-security#agentic-ai#ai-agents#ai-governance#ai-safety#audit-log#ci#claude#claude-code#devsecops#github-actions#guardrails#hooks#llm#llm-security#python
help wanted needs-environment

Deterministic governance for Claude and MCP tool calls. Pin approved capabilities, detect drift, and refuse unsafe or unapproved actions before execution. No model in the decision path.

Python
#agent-governance#agent-security#agentic-ai#ai-agents#ai-governance#ai-safety#audit-log#ci#claude#claude-code#devsecops#github-actions#guardrails#hooks#llm#llm-security#python
help wanted needs-environment

Deterministic governance for Claude and MCP tool calls. Pin approved capabilities, detect drift, and refuse unsafe or unapproved actions before execution. No model in the decision path.

Python
#agent-governance#agent-security#agentic-ai#ai-agents#ai-governance#ai-safety#audit-log#ci#claude#claude-code#devsecops#github-actions#guardrails#hooks#llm#llm-security#python
documentation good first issue

Deterministic governance for Claude and MCP tool calls. Pin approved capabilities, detect drift, and refuse unsafe or unapproved actions before execution. No model in the decision path.

Python
#agent-governance#agent-security#agentic-ai#ai-agents#ai-governance#ai-safety#audit-log#ci#claude#claude-code#devsecops#github-actions#guardrails#hooks#llm#llm-security#python
enhancement good first issue

Deterministic governance for Claude and MCP tool calls. Pin approved capabilities, detect drift, and refuse unsafe or unapproved actions before execution. No model in the decision path.

Python
#agent-governance#agent-security#agentic-ai#ai-agents#ai-governance#ai-safety#audit-log#ci#claude#claude-code#devsecops#github-actions#guardrails#hooks#llm#llm-security#python
enhancement good first issue

Deterministic governance for Claude and MCP tool calls. Pin approved capabilities, detect drift, and refuse unsafe or unapproved actions before execution. No model in the decision path.

Python
#agent-governance#agent-security#agentic-ai#ai-agents#ai-governance#ai-safety#audit-log#ci#claude#claude-code#devsecops#github-actions#guardrails#hooks#llm#llm-security#python