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dottxt-ai/outlines

https://github.com/dottxt-ai/outlines · scanned 2026-07-23 10:40 UTC (5 days, 8 hours ago)

305 raw signals (0 security + 305 graph)

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Complete repo analysis

Last scanned 5 days, 8 hours ago · v5 · last Δ +16.1 (diff) · 305 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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70.0% cov · 305 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 4 High 50 Medium 215 Low 34 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 305 Crowd 0 Layer: Software 7 Security 102 Cicd 2 Quality 10 Dependencies 184

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 3 places
low Near-duplicate function bodies in 2 places
low Near-duplicate function bodies in 11 places

View all duplicates & near-duplicates findings →

Commented-out code 2 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/`.

2 matching findings on this repo

info Commented-code block (6 lines) in tests/models/test_provider_exceptions.py:187
info Commented-code block (5 lines) in src/outlines/templates.py:332

View all commented-out code findings →

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