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rogerhirano-nw/yield-dashboard

https://github.com/rogerhirano-nw/yield-dashboard · scanned 2026-06-15 23:54 UTC (2 months, 3 weeks ago)

60 raw signals (0 security + 60 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 57 actionable findings from 1 signal source. 3 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
72.3
/100
Security checks
72
0 findings
System graph
72
88.9% cov · 57 findings
Critical
0
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 0 High 1 Medium 6 Low 38 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 57 Crowd 0 Layer: Software 25 Frontend 1 Security 2 Cicd 2 Quality 27
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Scan summary Repository scanned at 72.3/100 with 88.9% coverage. It contains 856 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 60 findings — concentrated in quality (29), software (25), cicd (3). Risk profile is high: 0 critical, 1 high, 6 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 45 of 57 actionable findings. 60 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 Agent instructions conf 1.00 Agent instruction/config may expose a secret: CLAUDE.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
CLAUDE.md:540 SecretsClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/settings.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.
.claude/settings.json VerificationClaude instruction
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/weekly_report.yml CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — confiant_outreach_drafts.py:79
`requests.post(...)` 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 — deal_health/publish.py:96
`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 23 placeholder/mock markers across 6 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 349 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 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v7 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/export_gam_deals.yml:75
.github/workflows/preview_mobkoi_dom.yml:46
CI/CD securitySupply chainGithub actions
low System graph security security conf 1.00 Insecure pattern 'debug_true' in confiant_blocklist.py:582
Found a known-risky pattern (debug_true). Review and replace if possible.
confiant_blocklist.py:582 Debug true
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: dv_ivt_client.py:fetch_attachment, dv_attention_client.py:fetch_attachment 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 separate.
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: scripts/find_dollar_advertisers.py:main, scripts/diagnose_infiniti_dv_mismatch.py:main, scripts/fix_dv_infiniti_names.py:main This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolida…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `admanager_v1` in gam_client.py:25
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 `device_type_name_v1` in client.py:99
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 `device_type_name_v1` in dashboard.py:2173
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 `device_type_name_v1` in refresh_cache.py:289
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 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.
refresh_cache.py:50
low System graph software Dead code conf 1.00 Possibly dead Python function: list_recent_reports
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
client.py:261
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_gam_salesperson
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dashboard_logic.py:468
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_dv_attention
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:982
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_dv_ivt
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:1032
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_gam
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:412
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_gam_creatives
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:690
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_gam_deal_bids
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:584
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_gam_hourly
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:460
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_gam_lica
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:641
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_gam_pmp_deals
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:556
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_gam_preferred_deals
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:624
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_gam_private_auctions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:609
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_gam_weekly
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:504
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_improvado
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:1076
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_magnite
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:738
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_magnite_deal_metadata
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:754
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_opensincera_adsystems
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:1220
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_opensincera_ecosystem
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:1170
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_opensincera_modules
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:1237
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_opensincera_publishers
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:1202
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_pmp_last_bid_date
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:825
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_pubmatic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:941
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_pubmatic_deal_metadata
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
refresh_cache.py:795
low System graph software Dead code conf 1.00 Possibly dead Python function: safe
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/betting_snapshot_source.py:43
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: dashboard.py (8530 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: gam_client.py (1169 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: refresh_cache.py (1426 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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