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graywzc/nvidia-gddr6-fan-control

https://github.com/graywzc/nvidia-gddr6-fan-control · scanned 2026-06-16 04:25 UTC (2 months ago)

24 raw signals (0 security + 24 graph)

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Complete repo analysis

Last scanned 2 months ago · v1 · 24 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
92.8
/100
Security checks
93
0 findings
System graph
93
55.6% cov · 24 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 1 Medium 2 Low 21 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 24 Crowd 0 Layer: Software 15 Security 3 Quality 6
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Scan summary Repository scanned at 92.8/100 with 55.6% coverage. It contains 150 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 24 findings — concentrated in software (15), quality (6), security (3). Risk profile is high: 0 critical, 1 high, 2 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 24 of 24 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph security security conf 1.00 Insecure pattern 'exec_used' in aipc_observer.py:782
Found a known-risky pattern (exec_used). Review and replace if possible.
aipc_observer.py:782 Exec used
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in aipc_observer.py:2066
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
aipc_observer.py:2066 Direct innerhtml assignment
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
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. 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 39 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: aipc_observer.py:inspect_container_help, aipc_observer.py:inspect_container 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 License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `nvmlDeviceSetFanSpeed_v2` in fan_control.py:12
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: catalog_has_changes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aipc_observer.py:856
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
fan_control.py:210
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
fan_control.py:226
low System graph software Dead code conf 1.00 Possibly dead Python function: do_PUT
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
fan_control.py:239
low System graph software Dead code conf 1.00 Possibly dead Python function: load_persisted_curve
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
fan_control.py:485
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
fan_control.py:190
low System graph software Dead code conf 1.00 Possibly dead Python function: monitor_connections
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aipc_observer.py:1568
low System graph software Dead code conf 1.00 Possibly dead Python function: poll_gpu_stats
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aipc_observer.py:1507
low System graph software Dead code conf 1.00 Possibly dead Python function: poll_metrics
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aipc_observer.py:1339
low System graph software Dead code conf 1.00 Possibly dead Python function: poll_model
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aipc_observer.py:1418
low System graph software Dead code conf 1.00 Possibly dead Python function: poll_model_info
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aipc_observer.py:1442
low System graph software Dead code conf 1.00 Possibly dead Python function: poll_repo
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aipc_observer.py:1484
low System graph software Dead code conf 1.00 Possibly dead Python function: poll_slots
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aipc_observer.py:1426
low System graph software Dead code conf 1.00 Possibly dead Python function: save_persisted_curve
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
fan_control.py:490
low System graph software Dead code conf 1.00 Possibly dead Python function: tail_docker_logs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aipc_observer.py:1937
low System graph quality Complexity conf 1.00 Very large file: aipc_observer.py (2388 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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