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research-star/binance_p2p_ingest

https://github.com/research-star/binance_p2p_ingest · scanned 2026-06-16 04:37 UTC (1 month, 3 weeks ago)

27 raw signals (0 security + 27 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 3 weeks ago · v1 · 22 actionable findings from 1 signal source. 5 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
83.6
/100
Security checks
84
0 findings
System graph
84
66.7% cov · 22 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 8 Low 10 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 22 Crowd 0 Layer: Software 5 Security 3 Quality 14
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Scan summary Repository scanned at 83.6/100 with 66.7% coverage. It contains 157 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 27 findings — concentrated in quality (19), software (5), security (3). Risk profile is low: 0 critical, 0 high, 8 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 18 of 22 actionable findings. 27 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 Agent instructions conf 1.00 Agent authority lacks a verifier contract: CLAUDE.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.
CLAUDE.md VerificationClaude instruction
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, ci, tests. 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 Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests. 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 security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in index.html:497
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
index.html:497 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'weak_hash' in ingest_noticias.py:96
Found a known-risky pattern (weak_hash). Review and replace if possible.
ingest_noticias.py:96 Weak hash
medium System graph security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 12 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 95 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 5 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: ingest_ine_ipp.py:ensure_audit_dir, ingest_ine_ipc.py:ensure_audit_dir 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.
5 occurrences
repo-level (5 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: ingest_ine_ipp.py:rotate_audit, ingest_ine_pib.py:rotate_audit, ingest_ine_ipc.py:rotate_audit 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 sepa…
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 Integrity conf 1.00 Old/deprecated-named symbol `valor_referencial_compra_svg_v2` in bcb_referencial.py:9
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: parse_ipc_coicop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ine_parser.py:379
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_ipc_empalmada
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ine_parser.py:351
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_ipc_nacional
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ine_parser.py:342
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_pib_anual_wide
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ine_parser.py:176
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_pib_trim
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ine_parser.py:99
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