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yanniedog/AR-local

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

255 raw signals (152 security + 103 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 106 actionable findings from 2 signal sources. 282 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
68.3
/100
Security checks
68
9 findings
System graph
68
100.0% cov · 97 findings
Critical
3
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 3 High 3 Medium 61 Low 25 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 9 System graph 97 Crowd 0 Layer: Quality 54 Cicd 4 Security 32 Software 14 Api 1 Network 1
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Scan summary Repository scanned at 68.3/100 with 100.0% coverage. It contains 2447 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 103 findings — concentrated in quality (48), security (31), software (14). Risk profile is low: 0 critical, 0 high, 63 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 92 of 106 actionable findings. 388 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 cicd CI/CD security conf 0.86 Foundry mined claimed resolved with failing ci: yanniedog/AR-local
Graph query export: Claimed resolved with failing CI Query id: claimed_resolved_with_failing_ci Query type: motif_query Intent: Hard negatives where CI/failure evidence contradicts a resolution claim. Motif: claimed_resolved_with_failing_ci Training usage: hard_negative Graph gold label: contradict…
CI/CD securityCI/CD
critical Security checks quality Practices conf 0.82 6 occurrences Foundry mined mock as real or placeholder: yanniedog/AR-local
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…
6 occurrences
repo-level (6 hits)
critical Security checks security auth conf 0.78 13 occurrences Foundry mined security auth guardrail gaps: yanniedog/AR-local
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…
13 occurrences
repo-level (13 hits)
high Security checks quality Practices conf 0.84 5 occurrences Foundry mined bad chains: yanniedog/AR-local
Comment chain pattern product: bad_chains Repo: yanniedog/AR-local Thread: yanniedog/AR-local#386 Outcome: claimed_resolved_with_failing_ci_signal Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, sour…
5 occurrences
repo-level (5 hits)
high Security checks quality Quality conf 0.76 11 occurrences Foundry mined schema ui api mismatch: yanniedog/AR-local
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: supported_by_verification_signal Repo…
11 occurrences
repo-level (11 hits)
high Security checks quality Testing conf 0.78 50 occurrences Foundry mined test ci gap after feedback: yanniedog/AR-local
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…
50 occurrences
repo-level (50 hits)
medium Security checks quality Practices conf 0.62 57 occurrences Foundry mined assumption checks: yanniedog/AR-local
Comment chain pattern product: assumption_checks Repo: yanniedog/AR-local Thread: yanniedog/AR-local#9 Outcome: ambiguous_needs_more_evidence 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…
57 occurrences
repo-level (57 hits)
medium Security checks quality maintenance conf 0.70 122 occurrences Foundry mined blueprint gap alignment: yanniedog/AR-local
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: …
122 occurrences
repo-level (122 hits)
medium Security checks quality Practices conf 0.70 20 occurrences Foundry mined unresolved feedback: yanniedog/AR-local
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…
20 occurrences
repo-level (20 hits)
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — dashboard/app.js:94
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 — dashboard/calculator.js:624
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 — mobile/scripts/bump-android-version-code.mjs:28
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 — mobile/scripts/ensure-eas-android-credentials.mjs:29
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 — mobile/scripts/materialize-android-keystore.mjs:37
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 — mobile/scripts/publish-apk-manifest.mjs:101
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 — mobile/src/lib/appUpdateLogic.ts:58
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 — mobile/src/lib/changelog.ts:66
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 — mobile/src/lib/registerLogos.ts:136
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 authority lacks a verifier contract: .cursor/hooks.json
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.
.cursor/hooks.json VerificationCursor rule
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .cursor/rules/00-use-global-workflow.mdc
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.
.cursor/rules/00-use-global-workflow.mdc VerificationCursor rule
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .cursor/rules/agent-auditor-always.mdc
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.
.cursor/rules/agent-auditor-always.mdc VerificationCursor rule
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .cursor/rules/agentmemory-is-local.mdc
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.
.cursor/rules/agentmemory-is-local.mdc VerificationCursor rule
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .cursor/rules/close-loop-never-defer.mdc
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.
.cursor/rules/close-loop-never-defer.mdc VerificationCursor rule
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .cursor/rules/no-early-stop-after-pr.mdc
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.
.cursor/rules/no-early-stop-after-pr.mdc VerificationCursor rule
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .cursor/rules/pr-review-bot-replies.mdc
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.
.cursor/rules/pr-review-bot-replies.mdc VerificationCursor rule
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .cursor/skills/split-pr-agent/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.
.cursor/skills/split-pr-agent/SKILL.md VerificationCursor rule
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 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
tailscale/github-action@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 2 locations
.github/workflows/pi-deploy-on-main.yml:81
.github/workflows/pi-deploy-watchdog.yml:68
CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 5 occurrences 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.
5 files, 5 locations
.github/workflows/app-payload-publish.yml
.github/workflows/mobile-android-apk.yml
.github/workflows/mobile-auto-release-on-queue-drain.yml
.github/workflows/mobile-eas-build.yml
.github/workflows/pr-bot-spreadsheet.yml
CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in dashboard/chart.js:189
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
dashboard/chart.js:189 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in .cursor/hooks/auditor-watch.mjs:6
Found a known-risky pattern (node_child_process). Review and replace if possible.
.cursor/hooks/auditor-watch.mjs:6 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in .cursor/hooks/orchestrator-remind.mjs:3
Found a known-risky pattern (node_child_process). Review and replace if possible.
.cursor/hooks/orchestrator-remind.mjs:3 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in mobile/scripts/app-release-meta.mjs:8
Found a known-risky pattern (node_child_process). Review and replace if possible.
mobile/scripts/app-release-meta.mjs:8 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in mobile/scripts/app-release-utils.mjs:5
Found a known-risky pattern (node_child_process). Review and replace if possible.
mobile/scripts/app-release-utils.mjs:5 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in mobile/scripts/changelog-lib.cjs:4
Found a known-risky pattern (node_child_process). Review and replace if possible.
mobile/scripts/changelog-lib.cjs:4 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in mobile/scripts/ensure-eas-android-credentials.mjs:4
Found a known-risky pattern (node_child_process). Review and replace if possible.
mobile/scripts/ensure-eas-android-credentials.mjs:4 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in mobile/scripts/ensure-firebase-config.mjs:14
Found a known-risky pattern (node_child_process). Review and replace if possible.
mobile/scripts/ensure-firebase-config.mjs:14 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in mobile/scripts/mobile-auto-release-on-drain.mjs:6
Found a known-risky pattern (node_child_process). Review and replace if possible.
mobile/scripts/mobile-auto-release-on-drain.mjs:6 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in mobile/scripts/publish-apk-manifest.mjs:14
Found a known-risky pattern (node_child_process). Review and replace if possible.
mobile/scripts/publish-apk-manifest.mjs:14 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in mobile/scripts/publish-readme-app-install.mjs:9
Found a known-risky pattern (node_child_process). Review and replace if possible.
mobile/scripts/publish-readme-app-install.mjs:9 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in mobile/scripts/sync-firebase-eas-env.mjs:6
Found a known-risky pattern (node_child_process). Review and replace if possible.
mobile/scripts/sync-firebase-eas-env.mjs:6 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/apply-branch-protection.mjs:8
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/apply-branch-protection.mjs:8 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/apply-repo-merge-settings.mjs:10
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/apply-repo-merge-settings.mjs:10 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/chief-scan.mjs:12
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/chief-scan.mjs:12 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/close-loop-check.mjs:11
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/close-loop-check.mjs:11 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/crashlytics-to-github-issues.mjs:22
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/crashlytics-to-github-issues.mjs:22 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/github-bot-gates-operator.mjs:16
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/github-bot-gates-operator.mjs:16 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/lib/agent-auditor-lib.mjs:4
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/lib/agent-auditor-lib.mjs:4 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/lib/bot-wait-presence.mjs:1
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/lib/bot-wait-presence.mjs:1 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/lib/bot-wait-state.mjs:3
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/lib/bot-wait-state.mjs:3 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/lib/gh-pr-review-threads.mjs:4
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/lib/gh-pr-review-threads.mjs:4 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/lib/pr-bot-spreadsheet-fetch.mjs:4
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/lib/pr-bot-spreadsheet-fetch.mjs:4 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/lib/pr-branch-sync.mjs:4
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/lib/pr-branch-sync.mjs:4 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/lib/pr-gates-lib.mjs:4
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/lib/pr-gates-lib.mjs:4 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/lib/pr-merge.mjs:5
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/lib/pr-merge.mjs:5 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/mobile-auto-release-commit.mjs:5
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/mobile-auto-release-commit.mjs:5 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/pr-bot-feedback-check.mjs:2
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/pr-bot-feedback-check.mjs:2 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/pr-bot-matrix-commit.mjs:12
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/pr-bot-matrix-commit.mjs:12 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/pr-queue-drive.mjs:3
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/pr-queue-drive.mjs:3 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in wait_for_bots.mjs:8
Found a known-risky pattern (node_child_process). Review and replace if possible.
wait_for_bots.mjs:8 Node child process
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — cdr_daily.py:82
`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 — pi_daily_sync.py:81
`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 — start_here.py:220
`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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 38 placeholder/mock markers across 7 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 587 in use
Port 587 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
ar_local_email_notify.py 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 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 quality Debug conf 1.00 Debug logging residue appears in source files
Found 477 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 cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/mobile-android-apk.yml:142 CI/CD securitySupply chainGithub actions
low System graph quality Agent instructions conf 1.00 Multiple root agent instruction files without precedence
The repo has multiple top-level AI-coder instruction files. Without precedence rules, different agents may follow different policies.
Governance
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: cdr_economic_local.py:economic_catalog_payload, cdr_economic_local.py:economic_health_payload This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separ…
2 occurrences
repo-level (2 hits)
duplicatesduplication
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: firebase/functions/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.
firebase/functions/package.json LockfileReproducibilityGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: build_and_publish
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app_payload.py:1266
low System graph software Dead code conf 1.00 Possibly dead Python function: classify_bank_rate_row
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cdr_taxonomy.py:148
low System graph software Dead code conf 1.00 Possibly dead Python function: copytree_atomic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ar_local_pi_runtime.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: default_ram_root
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ar_local_pi_runtime.py:37
low System graph software Dead code conf 1.00 Possibly dead Python function: deploy_pull
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pi_deploy_verify.py:438
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cdr_dashboard_server.py:940
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cdr_dashboard_server.py:969
low System graph software Dead code conf 1.00 Possibly dead Python function: git_compare_upstream
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ar_local_git.py:69
low System graph software Dead code conf 1.00 Possibly dead Python function: git_pull_ff_only
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ar_local_git.py:103
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cdr_dashboard_server.py:988
low System graph software Dead code conf 1.00 Possibly dead Python function: pi_tree_clean
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pi_deploy_verify.py:305
low System graph software Dead code conf 1.00 Possibly dead Python function: platform_label
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ar_local_platform.py:44
low System graph software Dead code conf 1.00 Possibly dead Python function: prepare_empty_dir
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ar_local_pi_runtime.py:79
low System graph software Dead code conf 1.00 Possibly dead Python function: write_sanity_report
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cdr_ingest_sanity.py:130
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 quality Complexity conf 1.00 Very large file: app_payload.py (1430 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: cdr_dashboard_server.py (1192 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: dashboard/app.js (1396 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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