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devnarsinghani22/-foodpharmer-reports

https://github.com/devnarsinghani22/-foodpharmer-reports · scanned 2026-06-17 01:55 UTC (1 month, 1 week ago)

42 raw signals (0 security + 42 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ +3.4 (diff) · 21 actionable findings from 1 signal source. 21 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
80.1
/100
Security checks
80
0 findings
System graph
80
55.6% cov · 21 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 0 Medium 9 Low 12 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 21 Crowd 0 Layer: Software 6 Cicd 1 Quality 14
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Scan summary Repository scanned at 80.1/100 with 55.6% coverage. It contains 206 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 42 findings — concentrated in quality (33), software (6), cicd (3). Risk profile is low: 0 critical, 0 high, 11 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 21 of 21 actionable findings. 42 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.

medium System graph quality Tests conf 1.00 CI is configured but no tests are detected
A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.
CI/CDConfig theaterRepo hardening
medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, tests, operator-readme. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
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 3 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.
3 files, 3 locations
.github/workflows/corpus-extract.yml
.github/workflows/instagram-daily.yml
.github/workflows/own-daily.yml
CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — instagram_scorer/ig_comments.py:73
`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 — instagram_scorer/scraper.py:693
`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 — instagram_scorer/yt_comments.py:60
`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 — own_scorer/scraper.py:719
`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 Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 6 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 258 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 quality Integrity conf 1.00 20 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: own_scorer/scraper.py:run_apify_actor, instagram_scorer/scraper.py:run_apify_actor 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.
20 occurrences
repo-level (20 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 Docs conf 1.00 No README detected
No README file was found. Generated repos without README context are hard to operate, validate, or safely hand off.
ReadmeRepo hardeningGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: delta_pill
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
own_scorer/scraper.py:1685
low System graph software Dead code conf 1.00 Possibly dead Python function: delta_pill
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
instagram_scorer/scraper.py:1472
low System graph software Dead code conf 1.00 Possibly dead Python function: explain_performance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
own_scorer/scraper.py:1243
low System graph software Dead code conf 1.00 Possibly dead Python function: explain_performance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
instagram_scorer/scraper.py:1024
low System graph software Dead code conf 1.00 Possibly dead Python function: growth_pill
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
own_scorer/scraper.py:1696
low System graph software Dead code conf 1.00 Possibly dead Python function: growth_pill
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
instagram_scorer/scraper.py:1483
low System graph quality Complexity conf 1.00 Very large file: instagram_scorer/scraper.py (2821 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: own_scorer/scraper.py (3305 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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