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Aryamann002/poliflux

https://github.com/Aryamann002/poliflux · scanned 2026-06-17 01:17 UTC (1 month, 2 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, 2 weeks ago · v2 · last Δ +11.7 (diff) · 18 actionable findings from 1 signal source. 9 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
88.4
/100
Security checks
88
0 findings
System graph
88
88.9% cov · 18 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 7 Low 11 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 18 Crowd 0 Layer: Software 5 Security 4 Quality 9
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Scan summary Repository scanned at 88.4/100 with 88.9% coverage. It contains 481 nodes across 9 cross-layer flows, written primarily in mixed languages. Engine surfaced 27 findings — concentrated in quality (18), software (5), security (4). Risk profile is low: 0 critical, 0 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 18 of 18 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. 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 security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in dashboard/index.html:173
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
dashboard/index.html:173 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in dashboard/ultra.html:330
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
dashboard/ultra.html:330 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_outerhtml_assignment' in dashboard/ultra.html:110
Found a known-risky pattern (direct_outerhtml_assignment). Review and replace if possible.
dashboard/ultra.html:110 Direct outerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/run_pipeline.py:60
`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 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
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 10 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 9 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/backfill_events.py:fetch_gdelt, scripts/backfill_events.py:fetch_federal_register 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.
9 occurrences
repo-level (9 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: src/poliflux/storage/object_store.py:exists, src/poliflux/storage/object_store.py:exists, src/poliflux/storage/object_store.py:exists This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). C…
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 `model_copy` in scripts/backfill_events.py:59
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 `model_copy` in tests/bus/test_consumer.py:122
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: add_relation
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/poliflux/storage/interfaces.py:22
low System graph software Dead code conf 1.00 Possibly dead Python function: neighbors
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/poliflux/storage/interfaces.py:24
low System graph software Dead code conf 1.00 Possibly dead Python function: register_collector
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/poliflux/collectors/base.py:111
low System graph software Dead code conf 1.00 Possibly dead Python function: upsert
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/poliflux/storage/interfaces.py:12
low System graph software Dead code conf 1.00 Possibly dead Python function: upsert
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/poliflux/storage/vector.py:22
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