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x380kkm/Live2DPet

https://github.com/x380kkm/Live2DPet · scanned 2026-06-16 01:01 UTC (2 months, 1 week ago)

50 raw signals (4 security + 46 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 50 actionable findings from 2 signal sources. 13 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Scan summary Repository scanned at 96.7/100 with 77.8% coverage. It contains 404 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 46 findings — concentrated in frontend (22), quality (16), security (7). Risk profile is high: 0 critical, 1 high, 12 medium. Recommended next step: open the frontend layer findings first — that's where the highest-impact wins live.

Showing 45 of 50 actionable findings. 63 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 Security checks quality Practices conf 0.84 Foundry mined bad chains: x380kkm/Live2DPet
Comment chain pattern product: bad_chains Repo: x380kkm/Live2DPet Thread: x380kkm/Live2DPet#8 Outcome: not_resolved_or_not_observed Thread label: thread_has_human_issue_without_fix_context Source graph label: source_artifact_without_verification_graph Reasons: source_graph_has_real_artifacts, link_…
high System graph security security conf 1.00 Insecure pattern 'new_function_used' in libs/pixi.min.js:302
Found a known-risky pattern (new_function_used). Review and replace if possible.
libs/pixi.min.js:302 New function used
medium Security checks quality Practices conf 0.62 7 occurrences Foundry mined assumption checks: x380kkm/Live2DPet
Comment chain pattern product: assumption_checks Repo: x380kkm/Live2DPet Thread: x380kkm/Live2DPet#9 Outcome: ambiguous_needs_more_evidence Thread label: thread_needs_classification Source graph label: source_artifact_without_verification_graph Reasons: source_graph_has_real_artifacts, link_quality…
7 occurrences
repo-level (7 hits)
medium Security checks quality maintenance conf 0.70 Foundry mined blueprint gap alignment: x380kkm/Live2DPet
Graph query export: Human feedback aligned with blueprint or architecture gaps Query id: blueprint_gap_alignment Query type: motif_query Intent: Curriculum-gap examples connecting issue threads to helicopter-view gaps. Motif: blueprint_gap_alignment Training usage: curriculum_gap Graph gold label: …
medium Security checks quality Practices conf 0.70 8 occurrences Foundry mined unresolved feedback: x380kkm/Live2DPet
Graph query export: Human feedback without linked fix evidence Query id: unresolved_feedback Query type: motif_query Intent: Negative/unresolved examples that should not be hallucinated into fixes. Motif: unlinked_feedback_needs_evidence Training usage: negative_or_unresolved Graph gold label: need…
8 occurrences
repo-level (8 hits)
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — libs/live2dcubismcore.min.js:9
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 quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — libs/pixi.min.js:7
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 quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — src/core/prompt-builder.js:47
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 quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — src/renderer/model-adapter.js:140
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 libs/pixi.min.js:869
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
libs/pixi.min.js:869 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/renderer/settings-ui.js:342
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/renderer/settings-ui.js:342 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in debug.js:8
Found a known-risky pattern (node_child_process). Review and replace if possible.
debug.js:8 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in launch.js:5
Found a known-risky pattern (node_child_process). Review and replace if possible.
launch.js:5 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in src/main/tts-ipc.js:175
Found a known-risky pattern (node_child_process). Review and replace if possible.
src/main/tts-ipc.js:175 Node child process
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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 37 placeholder/mock markers across 4 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 77 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 frontend Frontend quality conf 1.00 Icon-only button without accessible name — src/renderer/settings-ui.js:598
A `<button>` whose only child is a single glyph or symbol needs `title=` or `aria-label=` so screen readers (and tooltips on hover) work. Why: P3 in CHECKLIST.md — icon-only buttons skipped a title. Rule id: fq.button.no-label
Fq button no label
low System graph quality Tests conf 1.00 Low test-to-source ratio
5 tests / 43 src (ratio 0.12).
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weeksOld` in src/core/enhance/knowledge-acquisition.js:256
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 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 — libs/cubism4.min.js:1
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — libs/pixi.min.js:492
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — main.js:104
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/core/ai-chat.js:18
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/core/desktop-pet-system.js:80
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/core/emotion-system.js:124
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/core/enhance/enhancement-orchestrator.js:29
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/core/enhance/knowledge-acquisition.js:46
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/core/enhance/knowledge-store.js:64
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/core/enhance/memory-tracker.js:24
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/core/enhance/vlm-extractor.js:82
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/core/message-session.js:74
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/core/prompt-builder.js:39
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/core/tts-service.js:102
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/main/character-manager.js:59
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/main/emotion-ipc.js:8
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/main/enhance-ipc.js:106
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/main/tts-ipc.js:93
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/renderer/model-adapter.js:153
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/renderer/settings-ui.js:53
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: libs/pixi.min.js (1108 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/renderer/settings-ui.js (1290 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test-enhance.js (1784 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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