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jatinsikka/sequent-g1

https://github.com/jatinsikka/sequent-g1 · scanned 2026-06-16 04:29 UTC (2 months ago)

25 raw signals (0 security + 25 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months ago · v1 · 22 actionable findings from 1 signal source. 3 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
91.5
/100
Security checks
92
0 findings
System graph
92
44.4% cov · 22 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 1 Medium 1 Low 16 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 22 Crowd 0 Layer: Software 11 Security 2 Quality 9
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Scan summary Repository scanned at 91.5/100 with 44.4% coverage. It contains 209 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 25 findings — concentrated in quality (12), software (11), security (2). Risk profile is high: 0 critical, 1 high, 1 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 18 of 22 actionable findings. 25 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 System graph security security conf 1.00 Insecure pattern 'eval_used' in README.md:50
Found a known-risky pattern (eval_used). Review and replace if possible.
README.md:50 Eval used
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 Debug conf 1.00 Debug logging residue appears in source files
Found 162 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 Tests conf 1.00 Low test-to-source ratio
4 tests / 17 src (ratio 0.24).
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: utils.py:save_config, utils.py:save 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.
4 occurrences
repo-level (4 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: verifier.py:fn, verifier.py:fn, verifier.py:fn, verifier.py:fn 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 software Dead code conf 1.00 Possibly dead Python function: clip_actions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:170
low System graph software Dead code conf 1.00 Possibly dead Python function: key_callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
play_amo.py:74
low System graph software Dead code conf 1.00 Possibly dead Python function: load_config
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:48
low System graph software Dead code conf 1.00 Possibly dead Python function: log_dict
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:218
low System graph software Dead code conf 1.00 Possibly dead Python function: moving_average
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:137
low System graph software Dead code conf 1.00 Possibly dead Python function: normalize
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:154
low System graph software Dead code conf 1.00 Possibly dead Python function: physics_loop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_viewer.py:35
low System graph software Dead code conf 1.00 Possibly dead Python function: print_section
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:122
low System graph software Dead code conf 1.00 Possibly dead Python function: save_config
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:32
low System graph software Dead code conf 1.00 Possibly dead Python function: set_target_position
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
reward_fn.py:211
low System graph software Dead code conf 1.00 Possibly dead Python function: summary
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:252
low System graph quality Integrity conf 1.00 Stub function `render` (body is just `pass`/`return`) — play_amo.py:221
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
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