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Overworker Verification Report
Repository: vinta/awesome-python URL: https://github.com/vinta/awesome-python Generated: 2026-05-10 01:49:02 UTC
Executive Summary
Overwork Score: 0.860/1.0
Readiness Band: PRODUCTION_READY
Weakest Link: claims_verification
Files Analyzed: 25
Component Scores
- documentation: 1.00 ███████████████████░
- code_quality: 1.00 ████████████████████
- security: 0.80 ████████████████░░░░
- testing: 1.00 ████████████████████
- configuration: 1.00 ████████████████████
- claims_verification: 0.00 ░░░░░░░░░░░░░░░░░░░░
- file_structure: 1.00 ████████████████████
Recommendations
- Add code evidence to support README claims
Verification Firewall Results
Total Gates: 10 Passed: 10 Failed: 0 Warnings: 0
Gate Details
- ✅ has_readme: README present with content
- ✅ readme_substance: README has 1423 words with sections
- ✅ has_code: Found code files in repository
- ✅ no_critical_secrets: No critical secrets found
- ✅ has_license: License file present
- ✅ has_tests: Test files present
- ✅ has_documentation: Found 8 documentation files
- ✅ claim_verification: 8/9 claims have evidence (89%)
- ✅ file_count: Repository has 25 file(s)
- ✅ has_config: Configuration files present
Secret Scan Results
Total Matches: 10 Files Affected: 3
By Severity
- CRITICAL: 0
- HIGH: 0
- MEDIUM: 0
- LOW: 10
By Type
- Email (potential contact): 3
Claim Analysis
Total Claims: 9 Verified Ratio: 0.0%
Claims by Category
- feature: 5
- technical: 2
- marketing: 1
- integration: 1
Claims by Evidence Level
- partial: 8
- claimed_only: 1
README Assessment
Status: Present Word Count: 1423 Has Sections: Yes
About Overworker
Overworker is an AI execution layer that converts messy repositories into verified, inspectable, saleable assets.
- Verification Firewall: Quality gate layer for repo verification
- Overwork Score: Weakest-link commercialization readiness scoring
- Secret Scanner: Detects API keys and sensitive data
- Claim Labeler: Extracts and verifies README claims