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XIECHENG6/qfs-decoding-benchmark

https://github.com/XIECHENG6/qfs-decoding-benchmark · scanned 2026-06-16 01:02 UTC (2 months, 1 week ago)

36 raw signals (0 security + 36 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 20 actionable findings from 1 signal source. 16 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
94.3
/100
Security checks
94
0 findings
System graph
94
66.7% cov · 20 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 3 Low 13 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 20 Crowd 0 Layer: Software 9 Frontend 1 Security 1 Cicd 1 Quality 8
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Scan summary Repository scanned at 94.3/100 with 66.7% coverage. It contains 182 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 36 findings — concentrated in software (17), quality (16), frontend (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 16 of 20 actionable findings. 36 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.

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.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be 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 21 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 176 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 9 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/phase3_realistic_decoding.py:circ, scripts/phase_c_decoding_generality.py:circ 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.
9 occurrences
repo-level (9 hits)
duplicatesduplication
low System graph software Dead code conf 1.00 5 occurrences Possibly dead Python function: circ
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
5 files, 5 locations
scripts/make_fig_data.py:151
scripts/phase2_ablation_strong.py:59
scripts/phase2_quantum_derisk.py:44
scripts/phase3_realistic_decoding.py:41
scripts/phase_c_decoding_generality.py:67
low System graph software Dead code conf 1.00 Possibly dead Python function: circ_energy
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/phase2_ablation_strong.py:143
low System graph software Dead code conf 1.00 Possibly dead Python function: circ_energy
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/phase_a_qaoa_depth.py:111
low System graph software Dead code conf 1.00 Possibly dead Python function: circ_probs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/phase2_ablation_strong.py:149
low System graph software Dead code conf 1.00 Possibly dead Python function: circ_probs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/phase_a_qaoa_depth.py:115
low System graph software Dead code conf 1.00 5 occurrences Possibly dead Python function: cost
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
5 files, 5 locations
scripts/make_fig_data.py:161
scripts/phase2_ablation_strong.py:95
scripts/phase2_quantum_derisk.py:73
scripts/phase3_realistic_decoding.py:62
scripts/phase_c_decoding_generality.py:87
low System graph software Dead code conf 1.00 Possibly dead Python function: energy
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/phase2_ablation_strong.py:165
low System graph software Dead code conf 1.00 Possibly dead Python function: energy
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/phase_a_qaoa_depth.py:198
low System graph software Dead code conf 1.00 Possibly dead Python function: load_all
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/uci_loader.py:50
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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