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ruijieguo/starling

https://github.com/ruijieguo/starling · scanned 2026-06-15 23:57 UTC (2 months, 3 weeks ago)

75 raw signals (0 security + 75 graph)

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Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 69 actionable findings from 1 signal source. 6 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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100.0% cov · 69 findings

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Severity: Critical 0 High 5 Medium 5 Low 40 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 69 Crowd 0 Layer: Software 6 Frontend 1 Security 5 Cicd 1 Quality 39 Api 17

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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 2 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.

2 matching findings on this repo

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

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Commented-out code 17 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/python/test_pattern_completion.py:93
info Commented-code block (5 lines) in tests/python/test_tc_new_outbox_idemp.py:57
info Commented-code block (7 lines) in tests/python/test_tc_q3b_001.py:31
info Commented-code block (9 lines) in tests/python/test_tc_new_conflict_severe.py:2…
info Commented-code block (5 lines) in tests/python/test_m0_2_acceptance_smoke.py:62
info Commented-code block (7 lines) in tests/python/test_m0_4_acceptance.py:30
info Commented-code block (5 lines) in tests/python/test_basic_retrieve_multi_holder…
info Commented-code block (7 lines) in tests/python/test_basic_retrieve_smoke.py:196
info Commented-code block (6 lines) in tests/python/test_e2e_severe_conflict.py:274
info Commented-code block (5 lines) in tests/python/test_extractor_holder_perspectiv…
info Commented-code block (5 lines) in tests/python/test_mark_evidence_erased.py:183
info Commented-code block (5 lines) in scripts/eval_longmemeval.py:126

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Config drift 6 findings

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.

6 matching findings on this repo

medium Network/subprocess call without timeout or try/except — scripts/configure_build…
high FastAPI POST `post_config` without auth dependency — python/starling/dashboard/… python/starling/dashboard/routes/config.py:59
high FastAPI POST `test_config` without auth dependency — python/starling/dashboard/… python/starling/dashboard/routes/config.py:79
low Unused endpoint: GET /config
low Unused endpoint: POST /config
low Unused endpoint: POST /config/test

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