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charles-xjy/sft_rl

https://github.com/charles-xjy/sft_rl · scanned 2026-06-17 01:47 UTC (1 month, 1 week ago)

16 raw signals (0 security + 16 graph)

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Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ +16.6 (diff) · 16 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
93.3
/100
Security checks
93
0 findings
System graph
93
55.6% cov · 16 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 0 Medium 4 Low 12 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 16 Crowd 0 Layer: Software 7 Security 2 Quality 7
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Scan summary Repository scanned at 93.3/100 with 55.6% coverage. It contains 103 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 16 findings — concentrated in software (7), quality (7), security (2). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 16 of 16 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — review_ui/app.js:8
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in review_ui/app.js:18
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
review_ui/app.js:18 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
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
1 test file(s) for 17 source file(s) (ratio 0.06). 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: 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 108 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: src/vlm_client.py:call_raw, src/vlm_client.py:call 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 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.
review_server.py:95
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.
review_server.py:142
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.
review_server.py:167
low System graph software Dead code conf 1.00 Possibly dead Python function: natural_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
try/raw_data_construct.py:68
low System graph software Dead code conf 1.00 Possibly dead Python function: phase1_task
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
run_parallel_pipeline.py:122
low System graph software Dead code conf 1.00 Possibly dead Python function: phase2_task
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
run_parallel_pipeline.py:140
low System graph software Dead code conf 1.00 Possibly dead Python function: phase3_task
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
run_parallel_pipeline.py:165
low System graph quality Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — review_server.py:167
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
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