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Aliipou/freedom-decision-kernel

https://github.com/Aliipou/freedom-decision-kernel · scanned 2026-06-17 01:14 UTC (1 month, 2 weeks ago)

17 raw signals (0 security + 17 graph)

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Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ +16.4 (diff) · 16 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
93.1
/100
Security checks
93
0 findings
System graph
93
44.4% cov · 16 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 1 Low 13 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 16 Crowd 0 Layer: Software 8 Security 1 Cicd 1 Quality 6
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Scan summary Repository scanned at 93.1/100 with 44.4% coverage. It contains 576 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 17 findings — concentrated in software (8), quality (7), security (1). Risk profile is low: 0 critical, 0 high, 1 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 14 of 16 actionable findings. 17 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 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 26 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 GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/ci.yml:23 CI/CD securitySupply chainGithub actions
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: src/fdk_research/planner.py:propose, src/fdk_research/planner.py:propose 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 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: src/fdk_research/rivals.py:verdict, src/fdk_research/rivals.py:verdict, src/fdk_research/rivals.py:verdict, src/fdk_research/rivals.py:verdict This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hy…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_bare_delegation_is_operation_agnostic_legacy` in tests/test_operations.py:67
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: level1_easy
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/historical_scenarios.py:71
low System graph software Dead code conf 1.00 Possibly dead Python function: level2_property
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/historical_scenarios.py:140
low System graph software Dead code conf 1.00 Possibly dead Python function: level3_emergency
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/historical_scenarios.py:176
low System graph software Dead code conf 1.00 Possibly dead Python function: level4_war
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/historical_scenarios.py:204
low System graph software Dead code conf 1.00 Possibly dead Python function: level5_ai
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/historical_scenarios.py:247
low System graph software Dead code conf 1.00 Possibly dead Python function: level6_conflict
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/historical_scenarios.py:319
low System graph software Dead code conf 1.00 Possibly dead Python function: level7_necessity
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/historical_scenarios.py:396
low System graph software Dead code conf 1.00 Possibly dead Python function: level8_hardest
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/historical_scenarios.py:451
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