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Vinix24/wkpool

https://github.com/Vinix24/wkpool · scanned 2026-06-16 00:50 UTC (2 months, 1 week ago)

18 raw signals (0 security + 18 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 18 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
88.4
/100
Security checks
88
0 findings
System graph
88
66.7% cov · 18 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: severity: low × excluding tests × Reset all
Severity: Critical 0 High 0 Medium 3 Low 12 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 18 Crowd 0 Layer: Software 8 Network 1 Frontend 1 Security 1 Cicd 1 Quality 6
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Scan summary Repository scanned at 88.4/100 with 66.7% coverage. It contains 197 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 18 findings — concentrated in software (8), quality (6), network (1). Risk profile is low: 0 critical, 0 high, 3 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 12 of 18 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 26 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: wkpool/model.py:train, wkpool/model.py:train 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.
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_fresh_report_wins_over_old` in tests/test_v02_features.py:42
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_daily
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
wkpool/cli.py:89
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_download
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
wkpool/cli.py:57
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_mine
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
wkpool/cli.py:71
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_news
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
wkpool/cli.py:61
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_odds
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
wkpool/cli.py:67
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_score
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
wkpool/cli.py:115
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_simulate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
wkpool/cli.py:76
low System graph software Dead code conf 1.00 Possibly dead Python function: snapshot
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
wkpool/elo.py:114
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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