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whiteboard-works/biteworthy

https://github.com/whiteboard-works/biteworthy · scanned 2026-06-16 00:57 UTC (2 months, 1 week ago)

214 raw signals (130 security + 84 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 67 actionable findings from 2 signal sources. 362 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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Combined
61.8
/100
Security checks
62
8 findings
System graph
62
100.0% cov · 59 findings
Critical
20
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Agents
10
0 votes
Crowd
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Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 20 High 4 Medium 22 Low 17 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 8 System graph 59 Crowd 0 Layer: Quality 33 Security 21 Api 1 Frontend 5 Network 3 Hardware 2 Cicd 2
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Scan summary Repository scanned at 61.8/100 with 100.0% coverage. It contains 1658 nodes across 21 cross-layer flows, written primarily in mixed languages. Engine surfaced 84 findings — concentrated in security (45), quality (26), frontend (5). Risk profile is high: 43 critical, 1 high, 19 medium. Recommended next step: open the security layer findings first — that's where the highest-impact wins live.

Showing 46 of 67 actionable findings. 429 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 21 occurrences Foundry mined mock as real or placeholder: whiteboard-works/biteworthy
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…
21 occurrences
repo-level (21 hits)
critical Security checks security auth conf 0.78 32 occurrences Foundry mined security auth guardrail gaps: whiteboard-works/biteworthy
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…
32 occurrences
repo-level (32 hits)
critical System graph security Secrets conf 1.00 2 occurrences Possible secret in _legacy/config/locales/simple_form.en.yml
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
lines 16, 25
_legacy/config/locales/simple_form.en.yml:16, 25 (2 hits)
high Security checks quality Practices conf 0.84 31 occurrences Foundry mined bad chains: whiteboard-works/biteworthy
Comment chain pattern product: bad_chains Repo: whiteboard-works/biteworthy Thread: whiteboard-works/biteworthy#99 Outcome: not_resolved_or_not_observed Thread label: thread_has_human_issue_without_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artif…
31 occurrences
repo-level (31 hits)
high Security checks quality Quality conf 0.76 14 occurrences Foundry mined schema ui api mismatch: whiteboard-works/biteworthy
Graph query export: Schema, UI, and API mismatch Query id: schema_ui_api_mismatch Query type: motif_query Intent: Assumption-check examples for data-path consistency across layers. Motif: schema_ui_api_mismatch Training usage: assumption_check Graph gold label: assumption_check Repo: whiteboard-wor…
14 occurrences
repo-level (14 hits)
high Security checks quality Testing conf 0.78 40 occurrences Foundry mined test ci gap after feedback: whiteboard-works/biteworthy
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_high_confi…
40 occurrences
repo-level (40 hits)
high System graph security security conf 1.00 Insecure pattern 'eval_used' in _legacy/app/controllers/admin/points_controller.rb:22
Found a known-risky pattern (eval_used). Review and replace if possible.
_legacy/app/controllers/admin/points_controller.rb:22 Eval used
medium Security checks quality Practices conf 0.62 88 occurrences Foundry mined assumption checks: whiteboard-works/biteworthy
Comment chain pattern product: assumption_checks Repo: whiteboard-works/biteworthy Thread: whiteboard-works/biteworthy#98 Outcome: ambiguous_needs_more_evidence Thread label: thread_needs_classification Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, s…
88 occurrences
repo-level (88 hits)
medium Security checks quality maintenance conf 0.70 79 occurrences Foundry mined blueprint gap alignment: whiteboard-works/biteworthy
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: …
79 occurrences
repo-level (79 hits)
medium Security checks quality Practices conf 0.70 40 occurrences Foundry mined unresolved feedback: whiteboard-works/biteworthy
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: assu…
40 occurrences
repo-level (40 hits)
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — apps/web/src/app/api/ingestion_runs/route.ts:34
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 — apps/web/src/app/api/items/[id]/never_hide/route.ts:18
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 — apps/web/src/app/api/items/[id]/reviews/route.ts:19
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 — apps/web/src/app/api/items/[id]/suggestions/route.ts:26
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 — apps/web/src/app/api/restaurants/[slug]/claim/verify/route.ts:15
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 — apps/web/src/app/api/reviews/[id]/report/route.ts:20
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 — apps/web/src/app/api/reviews/[id]/route.ts:24
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 — apps/web/src/lib/api-proxy.ts:55
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 — apps/web/src/lib/reviews.ts:74
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 — packages/filter-engine/src/index.ts:158
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 cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/auto-merge.yml CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/expo-align.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'local_storage_auth_token' in apps/web/src/lib/jwt-cookie.ts:20
Found a known-risky pattern (local_storage_auth_token). Review and replace if possible.
apps/web/src/lib/jwt-cookie.ts:20 Local storage auth token
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 44 placeholder/mock markers across 28 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 10 in use
Port 10 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/expo-align.yml Ports
medium System graph network Security conf 1.00 Privileged port 1000 in use
Port 1000 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
apps/api/Dockerfile Ports
medium System graph network Security conf 1.00 Privileged port 37 in use
Port 37 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/codeql.yml Ports
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 20 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 Docker base image is tag-pinned but not digest-pinned: docker.io/library/ruby:$RUBY_VERSION-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
apps/api/Dockerfile:19 containersPinned dependencies
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: apps/mobile/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.
apps/mobile/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: apps/web/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.
apps/web/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: packages/analytics/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.
packages/analytics/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: packages/api-types/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.
packages/api-types/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: packages/filter-engine/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.
packages/filter-engine/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: packages/ui-tokens/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.
packages/ui-tokens/package.json LockfileReproducibilityGenerated repo pattern
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 — _legacy/app/assets/javascripts/admin_item.js:12
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 — _legacy/app/assets/javascripts/datatables.js:10
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 — _legacy/app/assets/javascripts/food_items.js:28
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 — _legacy/app/assets/javascripts/ingredients.js:9
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 — _legacy/app/assets/javascripts/ratings.js:13
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
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