Aumai Policyminer
B+ 88 completed
Data Tool
cli / python · tiny
21
Files
1,392
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#304036Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
51.64Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:24Deduplication group #48562
Member of a group with 20 similar repo(s) — canonical #28205 view group →
Top concepts (5)
Project DescriptiontestingTestingStrategyTesting
Repobility · MCP-ready · https://repobility.com
🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
PolicySet.top_policiesRetrieves the top N policies from the object's internal collection, sorting them in descending order based on their confidence score. It accepts an integer argument, n, which specifies the maximum number of policies to return, defaulting to ten. The function outputs a list containing the specified n
PolicyFormatter.to_json_fileSerializes the provided PolicySet object into a formatted JSON string and writes it to the specified file path. It accepts two inputs: a PolicySet instance containing the data to be saved and a Path object indicating the destination file. The function returns nothing, and its primary side-effect is
PolicyFormatter.to_markdownFormats a collection of policies into a readable Markdown string. It accepts a PolicySet object containing the policies and an optional integer specifying the maximum number of policies to display. The function returns a single string formatted as a Markdown table, which includes a header, metadata
AI Prompt
Create a command-line tool in Python called AumAI Policyminer. The main goal is to extract governance policies from agent behavior logs for analysis and decision-making. I need the structure to support core functionality, and I should use pytest for testing. Please ensure the project structure includes documentation sections like getting started guides and an API reference, and that it's set up as a standalone CLI tool.
python cli ai governance log-analysis pytest tool
Generated by gemma4:latest
Catalog Information
This project extracts governance policies from agent behavior logs for analysis and decision-making.
Description
Aumai PolicyMiner is a tool that analyzes agent behavior logs to extract governance policies. It helps organizations understand their current policies and identify areas for improvement. The extracted policies can be used to inform compliance, risk management, and regulatory requirements. This project uses Click and Pydantic to process and structure the log data.
الوصف
يستخدم أوماي بوليسي ماینر تقنيات التحليل لاستخراج السياسات الحكومية من سجلات السلوك للعاملين. يساعد المنظمات على فهم سياساتهم الحالية وتحديد المجالات التي تحتاج إلى تحسين. يمكن استخدام السياسات المستخرجة لتوجيه الامتثال والتحكم في المخاطر والمواصفات التنظيمية. يستخدم هذا المشروع تقنيات Click و Pydantic لprocessing و structuring البيانات.
Novelty
7/10Tags
governance-policy-extraction agent-behavior-analysis compliance-management risk-assessment regulatory-compliance
Technologies
click pydantic
Claude Models
claude-opus-4.6
Quality Score
B+
88.5/100
Structure
89
Code Quality
100
Documentation
85
Testing
85
Practices
68
Security
100
Dependencies
90
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
- Properly licensed project
Security & Health
4.1h
Tech Debt (D)
Medium
DORA Rating
A
OWASP (100%)
Open data scored by Repobility · https://repobility.com
PASS
Quality Gate
A
Risk (7)
Apache-2.0
License
0.0%
Duplication
Languages
Frameworks
pytest
Symbols
variable18
method9
class6
function4
Concepts (5)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility — same analyzer, your code, free for public repos · /scan/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | > Extract governance policies from agent behavior logs | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | testing | Detected testing layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Strategy | Found strategy/policy-named files | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 3 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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