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SJTU-IPADS/SkVM

https://github.com/SJTU-IPADS/SkVM · scanned 2026-06-16 00:14 UTC (2 months, 2 weeks ago)

108 raw signals (0 security + 108 graph)

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Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 102 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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88.9% cov · 102 findings

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Severity: Critical 0 High 0 Medium 14 Low 36 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 102 Crowd 0 Layer: Frontend 28 Security 6 Cicd 4 Quality 64

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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.

Legacy markers 1 finding

What it is: TODO, FIXME, XXX, HACK comments. Often indicate a known-broken path the author meant to fix.

Why it matters: Each marker is an unfinished thought. Production code shouldn't ship with debt that's documented but not tracked.

How AI causes it: AI mirrors the style of the codebase, so existing TODOs propagate into new code.

Fix approach: Convert each into a ticket. Delete the comment when the ticket lands. Use a pre-commit hook to block new TODOs without an issue link.

1 matching finding on this repo

low Old/deprecated-named symbol `isLegacy` in src/cli-config/index.ts:191

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Commented-out code 49 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 (7 lines) in test/compiler/timeout-passthrough.test.ts:48
info Commented-code block (6 lines) in test/adapters/hermes.test.ts:4
info Commented-code block (5 lines) in test/adapters/pi.test.ts:395
info Commented-code block (6 lines) in test/integration/auto-probe-flow.test.ts:140
info Commented-code block (7 lines) in test/proposals/proposal-create-optimizer-driv…
info Commented-code block (7 lines) in test/profiler/eval-ground-truth-gen.test.ts:40
info Commented-code block (6 lines) in test/profiler/eval-ground-truth-tool-follow.t…
info Commented-code block (6 lines) in test/framework/runner.test.ts:261
info Commented-code block (8 lines) in test/helpers/test-cache-setup.ts:5
info Commented-code block (5 lines) in test/bench/aggregation.test.ts:36
info Commented-code block (6 lines) in test/bench/evaluators/junit-grade-integration…
info Commented-code block (5 lines) in test/jit-optimize/task-concurrency.test.ts:12

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Config drift 4 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.

4 matching findings on this repo

low Stray `console.log` in TS/JS — src/cli-config/index.ts:158
medium Insecure pattern 'node_child_process' in src/cli-config/index.ts:15 src/cli-config/index.ts:15
low Very large file: src/cli-config/index.ts (1673 lines)
low Old/deprecated-named symbol `isLegacy` in src/cli-config/index.ts:191

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