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28 of your 36 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

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DarkionAvey/windhawk-taskbar-centered-condensed

https://github.com/DarkionAvey/windhawk-taskbar-centered-condensed · scanned 2026-06-05 17:36 UTC (4 days, 21 hours ago) · 10 languages

68 raw signals (36 security + 32 graph) System graph score 96 (lower by 43)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 21 hours ago · v2 · 26 actionable findings from 2 signal sources. 26 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
82.5
/100
Security checks
69
12 findings
System graph
96
66.7% cov · 14 findings
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 55.0 0.15 8.25
security_score 100.0 0.25 25.00
testing_score 0.0 0.20 0.00
documentation_score 58.0 0.15 8.70
practices_score 40.0 0.15 6.00
code_quality 48.0 0.10 4.80
Overall 1.00 52.8
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 2 Medium 4 Low 11 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 12 System graph 14 Crowd 0 Layer: Quality 17 Software 5 Api 1 Frontend 1 Security 1 Cicd 1
Scan summary Quality grade C- (53/100). Dimensions: security 100, maintainability 55. 36 findings. 16,362 lines analyzed.

Showing 17 of 26 actionable findings. 52 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Security checks quality Quality conf 1.00 ✓ Repobility Missing import: `string` used but not imported
The file uses `string.something(...)` but never imports `string`. This raises NameError at runtime the first time the line executes.
dependencies/debugging-tools/undecorated-hooks-generator.py:69
high Security checks quality Quality conf 1.00 ✓ Repobility 25 occurrences `self._get_patch_target` used but never assigned in __init__
Method `replace_regex` of class `CppPatcher` reads `self._get_patch_target`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
lines 61, 67, 70, 86, 122, 128, 130, 133, +17 more
dependencies/main.py:61, 67, 70, 86, 122, 128, 130, 133, +17 more (25 hits)
low Security checks quality Error handling conf 1.00 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.
Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.
dependencies/debugging-tools/print_windows.py:12
low Security checks quality Quality conf 1.00 [SEC136] AI-typical over-broad exception handler swallowing all errors: Catch-all exception block that silently returns success or no-ops. AI agents reach for this pattern when a flaky test or an unfamiliar API throws — wrap, swallow, return success. Real bugs are masked, observability is destroyed, and callers think the operation worked. CWE-396 (improperly-generalized exception). Distinct from intentional fallback because there's no log line and the success value is fabricated.
Catch the specific exception type, log at error level with full exception info, and return a failure-shaped result. If the operation is genuinely best-effort, log at warning and document why in a comment so the next reader (or scanner) knows.
dependencies/debugging-tools/print_windows.py:12
medium Security checks quality Quality Average file size is 606 lines (recommend <300)
Refactor large files by extracting related functions into separate modules. Target files with 300+ lines first. Use the Single Responsibility Principle — each module should have one clear purpose.
medium System graph security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). Either auth lives in custom code, in a separate service, or is missing.
auth
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 5 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low Security checks quality Documentation No LICENSE file
Add a LICENSE file to your repository. Use choosealicense.com to pick the right license (MIT for permissive, Apache 2.0 for patent protection, GPL for copyleft).
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: assemble-mod.py:get_next_patch_version, assemble-mod.py:get_next_patch_version This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: dependencies/main.py:format_content, dependencies/main.py:format_content, dependencies/main.py:format_content, dependencies/main.py:format_content This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-cod…
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: insert_after_regex
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dependencies/main.py:197
low System graph software Dead code conf 1.00 Possibly dead Python function: insert_before_regex
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dependencies/main.py:179
low System graph software Dead code conf 1.00 Possibly dead Python function: remove_cpp_comments
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
assemble-mod.py:57
low System graph software Dead code conf 1.00 Possibly dead Python function: rename_identifier
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dependencies/main.py:161
low System graph software Dead code conf 1.00 Possibly dead Python function: replace_function_body
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dependencies/main.py:299
low System graph quality Integrity conf 1.00 Stub function `format_content` (body is just `pass`/`return`) — dependencies/main.py:665
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
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