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xiangruiai/vantasma-toolkit

https://github.com/xiangruiai/vantasma-toolkit · scanned 2026-06-16 01:02 UTC (2 months, 1 week ago)

62 raw signals (0 security + 62 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 54 actionable findings from 1 signal source. 8 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
87.4
/100
Security checks
87
0 findings
System graph
87
88.9% cov · 54 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 1 Medium 19 Low 31 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 54 Crowd 0 Layer: Software 24 Frontend 2 Security 3 Cicd 1 Quality 24
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Scan summary Repository scanned at 87.4/100 with 88.9% coverage. It contains 630 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 62 findings — concentrated in quality (32), software (24), security (3). Risk profile is high: 0 critical, 1 high, 19 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 31 of 54 actionable findings. 62 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.

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 311 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: cli/vchat/vchat_core/messages.py:get_recent_sessions_dict, cli/vchat/vchat_core/messages.py:get_recent_sessions This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document…
9 occurrences
repo-level (9 hits)
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: blue
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/output.py:40
low System graph software Dead code conf 1.00 Possibly dead Python function: close_all
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/cache.py:65
low System graph software Dead code conf 1.00 Possibly dead Python function: cyan
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/output.py:41
low System graph software Dead code conf 1.00 Possibly dead Python function: dim
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/output.py:35
low System graph software Dead code conf 1.00 Possibly dead Python function: disable_color
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/output.py:17
low System graph software Dead code conf 1.00 Possibly dead Python function: emit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/output.py:45
low System graph software Dead code conf 1.00 Possibly dead Python function: err
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/output.py:69
low System graph software Dead code conf 1.00 Possibly dead Python function: full_pipeline
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/decrypt_pipeline.py:162
low System graph software Dead code conf 1.00 Possibly dead Python function: green
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/output.py:38
low System graph software Dead code conf 1.00 Possibly dead Python function: info
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/output.py:78
low System graph software Dead code conf 1.00 Possibly dead Python function: list_voices
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/voice.py:68
low System graph software Dead code conf 1.00 Possibly dead Python function: match_keys_to_dbs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/decrypt_pipeline.py:98
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_link_card
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/content.py:107
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_money_msg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/content.py:67
low System graph software Dead code conf 1.00 Possibly dead Python function: voice_stats
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/vchat/vchat_core/voice.py:98
low System graph software Dead code conf 1.00 Possibly dead Python function: win_demo
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/内容设计/xiangrui-video/scripts/html_still.py:722
low System graph software Dead code conf 1.00 Possibly dead Python function: win_diagram
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/内容设计/xiangrui-video/scripts/html_still.py:446
low System graph software Dead code conf 1.00 Possibly dead Python function: win_editorial
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/内容设计/xiangrui-video/scripts/html_still.py:743
low System graph software Dead code conf 1.00 Possibly dead Python function: win_ending
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/内容设计/xiangrui-video/scripts/html_still.py:590
low System graph software Dead code conf 1.00 Possibly dead Python function: win_image
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/内容设计/xiangrui-video/scripts/html_still.py:384
low System graph software Dead code conf 1.00 Possibly dead Python function: win_impact
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/内容设计/xiangrui-video/scripts/html_still.py:556
low System graph software Dead code conf 1.00 Possibly dead Python function: win_media
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/内容设计/xiangrui-video/scripts/html_still.py:679
low System graph software Dead code conf 1.00 Possibly dead Python function: win_screenshot
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/内容设计/xiangrui-video/scripts/html_still.py:535
low System graph software Dead code conf 1.00 Possibly dead Python function: win_word_card
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/内容设计/xiangrui-video/scripts/html_still.py:360
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
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — skills/内容设计/xiangrui-video/scripts/record_scene.js:57
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Complexity conf 1.00 Very large file: skills/内容设计/xiangrui-video/scripts/html_still.py (1078 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: skills/飞书办公/feishu-bitable-skill/scripts/create_bitable_template.py (2011 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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