Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

yang960920/LiveNovelAI

https://github.com/yang960920/LiveNovelAI · scanned 2026-06-16 01:04 UTC (2 months, 1 week ago)

90 raw signals (15 security + 75 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 79 actionable findings from 2 signal sources. 25 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
67.3
/100
Security checks
67
7 findings
System graph
67
100.0% cov · 72 findings
Critical
2
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 2 High 2 Medium 13 Low 27 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 7 System graph 72 Crowd 0 Layer: Quality 45 Security 2 Api 1 Frontend 26 Network 2 Hardware 2 Cicd 1
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 67.3/100 with 100.0% coverage. It contains 2396 nodes across 5 cross-layer flows, written primarily in mixed languages. Engine surfaced 75 findings — concentrated in quality (39), frontend (26), hardware (4). Risk profile is low: 0 critical, 0 high, 10 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 44 of 79 actionable findings. 104 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.

critical Security checks quality Practices conf 0.82 Foundry mined mock as real or placeholder: yang960920/LiveNovelAI
Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real Query id: mock_as_real_or_placeholder Query type: motif_query Intent: Hard negatives for fake completeness and missing real data paths. Motif: mock_as_real_or_placeholder Training usage: hard_negative Graph gol…
critical Security checks security auth conf 0.78 5 occurrences Foundry mined security auth guardrail gaps: yang960920/LiveNovelAI
Graph query export: Security/auth changes without enough guardrails Query id: security_auth_guardrail_gaps Query type: motif_query Intent: Assumption-check security/auth examples requiring stronger tests or CI. Motif: security_auth_without_guardrails Training usage: assumption_check Graph gold labe…
5 occurrences
repo-level (5 hits)
high Security checks quality Practices conf 0.84 6 occurrences Foundry mined bad chains: yang960920/LiveNovelAI
Comment chain pattern product: bad_chains Repo: yang960920/LiveNovelAI Thread: yang960920/LiveNovelAI#7 Outcome: not_resolved_or_not_observed Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, source_gr…
6 occurrences
repo-level (6 hits)
high Security checks quality Testing conf 0.78 5 occurrences Foundry mined test ci gap after feedback: yang960920/LiveNovelAI
Graph query export: Feedback exposes missing tests or CI Query id: test_ci_gap_after_feedback Query type: motif_query Intent: Hard negatives for feedback/fix chains without adequate guardrails. Motif: test_ci_gap_after_feedback Training usage: hard_negative Graph gold label: supported_by_verificati…
5 occurrences
repo-level (5 hits)
medium Security checks quality Practices conf 0.62 Foundry mined assumption checks: yang960920/LiveNovelAI
Comment chain pattern product: assumption_checks Repo: yang960920/LiveNovelAI Thread: yang960920/LiveNovelAI#1 Outcome: claimed_resolved_unverified Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, sou…
medium Security checks quality maintenance conf 0.70 5 occurrences Foundry mined blueprint gap alignment: yang960920/LiveNovelAI
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: …
5 occurrences
repo-level (5 hits)
medium Security checks quality Practices conf 0.70 6 occurrences Foundry mined unresolved feedback: yang960920/LiveNovelAI
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: supp…
6 occurrences
repo-level (6 hits)
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — lib/billing/toss.ts:60
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 — lib/rate-limit.ts:54
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 — scripts/seed-frontier-story.ts:459
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 Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, lockfile. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
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 security security conf 1.00 Insecure pattern 'node_child_process' in scripts/check-drift.mjs:20
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/check-drift.mjs:20 Node child process
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 431 placeholder/mock markers across 117 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph network Security conf 1.00 Privileged port 12 in use
Port 12 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/payout-cron.yml Ports
medium System graph network Security conf 1.00 Privileged port 13 in use
Port 13 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/asset-cleanup-cron.yml Ports
medium System graph quality Placeholder conf 1.00 Runtime service client appears to use placeholder configuration
A runtime source file appears to wire Supabase/Firebase/AI/payment-style clients to placeholder URLs, keys, or fallback values. In the Fable corpus this often means the UI/API shape is present while the backend service is not actually configured.
Runtime configService clientGenerated repo pattern
low System graph quality Integrity conf 1.00 38 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `ADMIN_EMAIL`, `ADMIN_EMAILS`, `ADMIN_SEED_PASSWORD`, `AI_IMAGE_BATCH_CONCURRENCY`, `AI_MODEL_ROUTE_LOG`, `AI_PROVIDER`, `AI_PROVIDERS`, `AI_PROVIDER_ALLOW_MOCK` + 30 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't…
config drift
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, lockfile. 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 hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
Deployment
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 35 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 hardware Supply chain conf 1.00 3 occurrences Docker base image is tag-pinned but not digest-pinned: node:20-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
lines 13, 26, 40
Dockerfile:13, 26, 40 (3 hits)
containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 44, 47
.github/workflows/ci.yml:44, 47 (2 hits)
CI/CD securitySupply chainGithub actions
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 quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: demo/package.json
`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.
demo/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `isLegacy` in app/endings/[shareId]/page.tsx:84
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 Integrity conf 1.00 Old/deprecated-named symbol `isLegacy` in app/me/stories/[sessionId]/page.tsx:251
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 Integrity conf 1.00 Old/deprecated-named symbol `isLegacy` in lib/play/ending-book-draft.test.ts:10
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 Integrity conf 1.00 Old/deprecated-named symbol `isLegacy` in lib/play/ending-recap.test.ts:43
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 Integrity conf 1.00 Old/deprecated-named symbol `isLegacy` in lib/play/ending-recap.ts:11
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 Integrity conf 1.00 Old/deprecated-named symbol `isLegacy` in lib/play/ending-share.test.ts:9
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 Integrity conf 1.00 Old/deprecated-named symbol `isLegacy` in lib/play/ending-share.ts:22
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 Integrity conf 1.00 Old/deprecated-named symbol `s_old` in lib/play/ending-gallery.test.ts:251
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 frontend Frontend quality conf 1.00 React Flow edge with `label=` but no project-wide edge-label CSS override — components/world-builder/tabs/EndingSettingTab.tsx:55
React Flow edge labels render with a white rectangle behind the text by default, which scatters bright boxes across a dark canvas. Either drop the label, or override `.react-flow__edge-textbg` and `.react-flow__edge-text` in your stylesheet. Why: P-H in CHECKLIST.md — vendor edge labels bleed whit…
Fq edge label no bg
low System graph frontend Frontend quality conf 1.00 React Flow edge with `label=` but no project-wide edge-label CSS override — lib/play/forced-ending.ts:70
React Flow edge labels render with a white rectangle behind the text by default, which scatters bright boxes across a dark canvas. Either drop the label, or override `.react-flow__edge-textbg` and `.react-flow__edge-text` in your stylesheet. Why: P-H in CHECKLIST.md — vendor edge labels bleed whit…
Fq edge label no bg
low System graph frontend Frontend quality conf 1.00 React Flow edge with `label=` but no project-wide edge-label CSS override — lib/quality/simulation-qa.ts:213
React Flow edge labels render with a white rectangle behind the text by default, which scatters bright boxes across a dark canvas. Either drop the label, or override `.react-flow__edge-textbg` and `.react-flow__edge-text` in your stylesheet. Why: P-H in CHECKLIST.md — vendor edge labels bleed whit…
Fq edge label no bg
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 — lib/email/sender-console.ts:20
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 — lib/providers/model-log.ts:52
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 — prisma/seed.ts: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 — scripts/backfill-character-asset-folders.ts:36
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 — scripts/backfill-memory-embeddings.ts:34
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 — scripts/seed-frontier-story.ts:598
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: lib/actions/play.ts (1216 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/a2f7e147-7045-4d4f-b588-9d7e98528954/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/a2f7e147-7045-4d4f-b588-9d7e98528954/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.