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miracodeai/mira

https://github.com/miracodeai/mira · scanned 2026-06-05 15:00 UTC (5 days, 3 hours ago) · 10 languages

502 raw signals (208 security + 294 graph) 62nd percentile · Python · medium (20-100K LoC) System graph score 53 (higher by 18)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 3 hours ago · v2 · 270 actionable findings from 2 signal sources. 60 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
57.1
/100
Security checks
61
151 findings
System graph
53
100.0% cov · 119 findings
Critical
2
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 100.0 0.15 15.00
security_score 11.9 0.25 2.98
testing_score 100.0 0.20 20.00
documentation_score 100.0 0.15 15.00
practices_score 97.0 0.15 14.55
code_quality 39.0 0.10 3.90
Overall 1.00 71.4
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 99 Medium 30 Low 83 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 151 System graph 119 Crowd 0 Layer: Quality 88 Security 68 Software 46 Cicd 6 Frontend 8 Hardware 4 Api 50

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 3 places
View all duplicates & near-duplicates findings →
Commented-out code 7 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/`.
7 matching findings on this repo
  • info Commented-code block (8 lines) in tests/evals/test_eval_learning.py:165
  • info Commented-code block (5 lines) in ui/mira/src/components/dashboard/setup-modal.…
  • info Commented-code block (5 lines) in ui/mira/src/pages/settings.tsx:128
  • info Commented-code block (10 lines) in src/mira/config.py:111
  • info Commented-code block (5 lines) in src/mira/index/jit_context.py:49
  • info Commented-code block (6 lines) in src/mira/index/manifests.py:73
  • info Commented-code block (5 lines) in src/mira/index/indexer.py:131
View all commented-out code findings →
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 File has no detected symbols: ui/mira/vite.config.ts
  • low File has no detected symbols: ui/mira/eslint.config.js
  • info Commented-code block (10 lines) in src/mira/config.py:111
  • low Old/deprecated-named symbol `model_copy` in src/mira/dashboard/models_config.py…
View all config drift findings →
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