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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
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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 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 51 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.

high System graph security security conf 1.00 Insecure pattern 'exec_used' in skills/飞书办公/feishu-bitable-skill/SKILL.md:20
Found a known-risky pattern (exec_used). Review and replace if possible.
skills/飞书办公/feishu-bitable-skill/SKILL.md:20 Exec used
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/内容设计/gongzhonghao-typeset/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
skills/内容设计/gongzhonghao-typeset/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/内容设计/group-daily-newspaper/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
skills/内容设计/group-daily-newspaper/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/内容设计/ming-li/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
skills/内容设计/ming-li/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/数据抓取/mp-data/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
skills/数据抓取/mp-data/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/生活/didi-ride-skill/skill/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
skills/生活/didi-ride-skill/skill/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/飞书办公/feishu-bitable-skill/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
skills/飞书办公/feishu-bitable-skill/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/飞书办公/feishu-proposal/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
skills/飞书办公/feishu-proposal/SKILL.md VerificationSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/飞书办公/feishu-proposal/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/飞书办公/feishu-proposal/SKILL.md:12 Supply chainSkill file
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/内容设计/gongzhonghao-typeset/scripts/cli.py:131
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/内容设计/group-daily/scripts/make_daily.py:64
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/内容设计/xiangrui-video/scripts/export_jianying.py:34
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/内容设计/xiangrui-video/scripts/fetch_broll.py:92
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/内容设计/xiangrui-video/scripts/make_sfx.py:72
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/内容设计/xiangrui-video/scripts/render.py:39
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/内容设计/xiangrui-video/scripts/tts.py:111
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
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 52 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 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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