Agent Gov
B+ 86 completed
Ai Ml
cli / python · small
155
Files
17,775
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#303966Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
58.67Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47628
Member of a group with 1 similar repo(s) — canonical #27307 view group →
Top concepts (12)
Project DescriptionRepositorytestingTestingFactoryStrategyFile ManagementLoggingSearchTestingUser ManagementDatabase
If a scraper extracted this row, it came from Repobility (https://repobility.com)
🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
TraceReplayer.replayReplays all recorded events from an agent trace by evaluating each action against a specified policy using an evaluator. It accepts an AgentTrace object containing the sequence of events, a policy configuration, and a policy evaluator instance. The function returns a TraceReplayResult object summari
TraceReplayer.load_jsonParses a JSON formatted string representing a trace into an AgentTrace object. It accepts the JSON content as a required string argument and an optional source label. If the input string is not valid JSON or has a malformed structure, it raises a ValueError. Otherwise, it returns the fully construct
TraceReplayer.load_dictConstructs an AgentTrace object by parsing a provided dictionary containing trace data. It accepts a dictionary for the core data and an optional string label for the source. The function validates the structure, extracts necessary fields like events, trace ID, and agent ID, and returns a fully popu
AI Prompt
Create an AI agent governance and compliance engine using Python. I need it to enforce policies defined in a declarative YAML schema. The core functionality should include a `PolicyEngine` that evaluates action contexts against ordered rule lists, supporting AND/OR logic and operators like `contains_pii` and `matches`. Please implement four built-in rule types: PII check, role check, cost limit, and keyword block. Additionally, include compliance framework stubs for GDPR, HIPAA, and EU AI Act, and build an append-only audit logger that can be queried by agent ID and time range.
python cli ai-agent governance compliance policy-engine yaml security
Generated by gemma4:latest
Catalog Information
The agent-gov project is an AI agent governance and compliance engine designed to enforce policies.
Description
Agent-gov is a comprehensive AI governance and compliance engine that enforces policies for responsible AI development. It ensures that AI agents operate within predetermined boundaries, adhering to regulatory requirements and organizational standards. The engine integrates with various AI frameworks and tools to provide real-time monitoring and control over AI activities.
الوصف
هو مشروع حوكمة وتحكم في एजENTS الذكية ومراقبة الامتثال للسياسات، ويضمن أن يعمل الأجENTS الذكية داخل حدود محددة، ويتناسب مع متطلبات التنظيمية واللوائح. يدمج هذا المشروع مع مختلف أدوات ومكتبات الذكاء الاصطناعي لتقديم مراقبة وتحكم في الوقت الحقيقي للأنشطة الذكية.
Novelty
7/10Tags
policy-enforcement ai-governance compliance-engine responsible-ai ai-regulation
Technologies
anthropic click crewai langchain openai pydantic rich
Claude Models
claude-opus-4.6 claude-sonnet-4.6
Quality Score
B+
85.7/100
Structure
97
Code Quality
75
Documentation
90
Testing
85
Practices
75
Security
100
Dependencies
80
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (60% test-to-source ratio)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
- Containerized deployment (Docker)
- Properly licensed project
Weaknesses
- 1206 duplicate lines detected \u2014 consider DRY refactoring
- 1 'god files' with >500 LOC need decomposition
Security & Health
4.6h
Tech Debt (A)
Medium
DORA Rating
A
OWASP (100%)
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
PASS
Quality Gate
A
Risk (1)
Apache-2.0
License
3.4%
Duplication
Languages
Frameworks
pytest
Symbols
variable259
method210
class88
function59
constant53
property28
API Endpoints (5)
| Method | Path | Handler | Framework | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| GET | /api/evidence | evidence_endpoint | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/policies | policies | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/posture | posture | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/report/json | report_json | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /health | health | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Concepts (14)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility — same analyzer, your code, free for public repos · /scan/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | AI agent governance and compliance engine with policy enforcement | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Repository | Found repository-named files | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | testing | Detected testing layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Factory | Found factory/create_ naming patterns | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Strategy | Found strategy/policy-named files | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | File Management | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Logging | Detected from 3 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Search | Detected from 3 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 41 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | User Management | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Database | Detected from 3 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Authentication | Detected from 4 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Analytics | Detected from 19 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/
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