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aristoteleo/PantheonOS

https://github.com/aristoteleo/PantheonOS · scanned 2026-06-17 01:36 UTC (1 month, 2 weeks ago)

169 raw signals (0 security + 169 graph)

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Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -28.9 (diff) · 131 actionable findings from 1 signal source. 38 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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77.8% cov · 131 findings

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Severity: Critical 1 High 12 Medium 16 Low 65 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 131 Crowd 0 Layer: Software 17 Network 1 Hardware 2 Security 12 Cicd 4 Quality 95

Exclude dismissed / FP Exclude test files

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Duplicates & near-duplicates 3 findings

What it is: Same function copy-pasted into multiple modules with minor variations.

Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.

How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.

Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.

3 matching findings on this repo

low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 5 places repo-level
low Near-duplicate function bodies in 4 places repo-level

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Commented-out code 37 findings

What it is: Lines of source that were intentionally disabled but never deleted.

Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.

How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.

Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.

12 matching findings on this repo

info Commented-code block (5 lines) in tests/test_file_manager.py:37
info Commented-code block (6 lines) in examples/evolution_batch_correction/evolution…
info Commented-code block (8 lines) in examples/evolution_topact/topact/spatial.py:3…
info Commented-code block (7 lines) in examples/code_distillation/distilled_code.py:…
info Commented-code block (7 lines) in examples/code_distillation/results/distilled_…
info Commented-code block (5 lines) in pantheon/settings.py:852
info Commented-code block (6 lines) in pantheon/agent.py:1512
info Commented-code block (8 lines) in pantheon/evolution/evaluator.py:84
info Commented-code block (5 lines) in pantheon/claw/channels/feishu.py:659
info Commented-code block (5 lines) in pantheon/toolsets/python/python_interpreter.p…
info Commented-code block (9 lines) in pantheon/toolsets/file/file_manager.py:1124
info Commented-code block (6 lines) in pantheon/toolsets/task/task_state.py:151

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Config drift 1 finding

What it is: Settings duplicated across env files, Docker compose, K8s, and code defaults, all with slightly different values.

Why it matters: Production behaviour depends on whichever copy your loader reads first. Subtle bugs in staging that don't reproduce in dev.

How AI causes it: AI writes new config from memory rather than reading the existing source.

Fix approach: Pick one source of truth (env vars + a settings module). Have every other place import from there. Lint for duplicates in CI.

1 matching finding on this repo

high Insecure pattern 'eval_used' in cmd2func/config.py:43 cmd2func/config.py:43

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