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HKUDS/DeepTutor

https://github.com/HKUDS/DeepTutor · scanned 2026-07-23 19:42 UTC (4 days, 21 hours ago)

415 raw signals (0 security + 415 graph)

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Complete repo analysis

Last scanned 4 days, 21 hours ago · v8 · 414 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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100.0% cov · 414 findings

Severity distribution — click a segment to filter

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Severity: Critical 0 High 197 Medium 68 Low 77 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 414 Crowd 0 Layer: Software 16 Frontend 76 Security 216 Network 1 Hardware 5 Cicd 4 Quality 50 Dependencies 46

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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 1 finding

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.

1 matching finding on this repo

low Near-duplicate function bodies in 2 places

View all duplicates & near-duplicates findings →

Legacy markers 5 findings

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.

5 matching findings on this repo

low Old/deprecated-named symbol `isLegacy` in web/components/knowledge/KbIndexVersi…
low Old/deprecated-named symbol `migrateLegacy` in web/lib/chat-import/agent-store.…
low Old/deprecated-named symbol `_migrated_legacy` in deeptutor/services/partners/m…
low Old/deprecated-named symbol `nested_legacy` in deeptutor/services/rag/index_ver…
low Old/deprecated-named symbol `nested_legacy` in deeptutor/services/rag/pipelines…

View all legacy markers findings →

Config drift 15 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.

12 matching findings on this repo

low Possibly dead Python function: migrate_config deeptutor/config/schema.py:34
info Truncated text has no discoverable full-value affordance — web/components/setti… web/components/settings/ServiceConfigEditor.tsx:295
info Truncated text has no discoverable full-value affordance — web/components/partn… web/components/partners/PartnerConfigure.tsx:518
info Truncated text has no discoverable full-value affordance — web/components/chat/… web/components/chat/home/CapabilityConfigCard.tsx:100
info Truncated text has no discoverable full-value affordance — web/components/quiz/… web/components/quiz/QuizConfigPanel.tsx:271
medium Docker base image uses a mutable or implicit tag: deeptutor.services.config Dockerfile:358
low Very large file: web/components/settings/ServiceConfigEditor.tsx (1191 lines)
medium Runtime service client appears to use placeholder configuration
low Old/deprecated-named symbol `model_copy` in deeptutor/services/llm/config.py:120
high FastAPI PUT `update_pageindex_pipeline_config` without auth dependency — deeptu… deeptutor/api/routers/knowledge.py:1062
high FastAPI PUT `update_llamaindex_pipeline_config` without auth dependency — deept… deeptutor/api/routers/knowledge.py:1120
high FastAPI PUT `update_graphrag_pipeline_config` without auth dependency — deeptut… deeptutor/api/routers/knowledge.py:1160

View all config drift findings →

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