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justalewis/Rhet-Comp-Index

https://github.com/justalewis/Rhet-Comp-Index · scanned 2026-06-16 04:30 UTC (2 months ago)

48 raw signals (0 security + 48 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months ago · v1 · 46 actionable findings from 1 signal source. 2 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
90.4
/100
Security checks
90
0 findings
System graph
90
77.8% cov · 46 findings
Critical
0
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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 4 Low 33 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 46 Crowd 0 Layer: Software 28 Api 1 Hardware 2 Quality 15
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Scan summary Repository scanned at 90.4/100 with 77.8% coverage. It contains 561 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 48 findings — concentrated in software (28), quality (16), hardware (3). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 37 of 46 actionable findings. 48 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 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 hardware Security conf 1.00 Dockerfile runs as root: Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — orcid_oauth.py:54
`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
1 test file(s) for 46 source file(s) (ratio 0.02). 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 392 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 2 occurrences Docker base image is tag-pinned but not digest-pinned: python:3.12-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 2, 12
Dockerfile:2, 12 (2 hits)
containersPinned dependencies
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: restore.py:cmd_list, restore.py:cmd_restore 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.
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `run_backup` in backup.py:20
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: attach_orcid_verification
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
redaction.py:644
low System graph software Dead code conf 1.00 Possibly dead Python function: cached
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
datastories_cache.py:80
low System graph software Dead code conf 1.00 Possibly dead Python function: client_ip_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
rate_limit.py:44
low System graph software Dead code conf 1.00 Possibly dead Python function: create_request
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
redaction.py:576
low System graph software Dead code conf 1.00 Possibly dead Python function: decide_request
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
redaction.py:698
low System graph software Dead code conf 1.00 Possibly dead Python function: decorator
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
datastories_cache.py:90
low System graph software Dead code conf 1.00 Possibly dead Python function: deep_diagnostic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
health.py:153
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_auth_failing
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
rate_limit.py:71
low System graph software Dead code conf 1.00 Possibly dead Python function: list_requests
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
redaction.py:674
low System graph software Dead code conf 1.00 Possibly dead Python function: liveness
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
health.py:121
low System graph software Dead code conf 1.00 Possibly dead Python function: mark_request_verified
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
redaction.py:621
low System graph software Dead code conf 1.00 Possibly dead Python function: readiness
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
health.py:136
low System graph software Dead code conf 1.00 Possibly dead Python function: scrape_bwe
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scraper.py:1453
low System graph software Dead code conf 1.00 Possibly dead Python function: scrape_jmr
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scraper.py:795
low System graph software Dead code conf 1.00 Possibly dead Python function: scrape_kairos
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scraper.py:350
low System graph software Dead code conf 1.00 Possibly dead Python function: scrape_praxis
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scraper.py:631
low System graph software Dead code conf 1.00 Possibly dead Python function: step_10_redaction_resweep
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
weekly_maintenance.py:120
low System graph software Dead code conf 1.00 Possibly dead Python function: step_1_crossref
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
weekly_maintenance.py:38
low System graph software Dead code conf 1.00 Possibly dead Python function: step_2_rss
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
weekly_maintenance.py:46
low System graph software Dead code conf 1.00 Possibly dead Python function: step_3_scraper
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
weekly_maintenance.py:54
low System graph software Dead code conf 1.00 Possibly dead Python function: step_4_citations
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
weekly_maintenance.py:62
low System graph software Dead code conf 1.00 Possibly dead Python function: step_5_openalex
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
weekly_maintenance.py:69
low System graph software Dead code conf 1.00 Possibly dead Python function: step_6_lics_refs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
weekly_maintenance.py:83
low System graph software Dead code conf 1.00 Possibly dead Python function: step_7_retag
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
weekly_maintenance.py:90
low System graph software Dead code conf 1.00 Possibly dead Python function: step_8_oa_backfill
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
weekly_maintenance.py:97
low System graph software Dead code conf 1.00 Possibly dead Python function: step_9_openalex_citations
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
weekly_maintenance.py:107
low System graph software Dead code conf 1.00 Possibly dead Python function: verify_request_by_token
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
redaction.py:599
low System graph software Dead code conf 1.00 Possibly dead Python function: write_heartbeat
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
health.py:67
low System graph quality Complexity conf 1.00 Very large file: scraper.py (4221 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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