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K.I.N.D System Audit Report
2026-05-31 — 19:43 SAST Status: 🔴 Issues found — see below Triggered by: Scheduled (16:00)
🔍 Audit Results
[1m[36m╔══════════════════════════════════════════════════════════════╗[0m ...
audit
automated
bug
Task
- [ ] T080 [P] Add conversation-style inspect-to-save smoke evidence test in
tests/tools/documents/test_document_conversation_smoke.py
Phase
Phase 9: Polish Cross-Cutting Concerns
Source ...
agent-ready
parallel-safe
size/S
task
Task
- [ ] T079 [P] Add document p95 performance budget tests for inspect/extract and fill/style/save/validate in
tests/tools/documents/test_document_performance_budget.py
Phase
Phase 9: Polish ...
agent-ready
parallel-safe
size/S
task
What to build
A native Android application in Kotlin that connects to Deepgram s Voice Agent API to create a conversational AI
assistant, with proper microphone handling, audio playback, and a polished ...
Summary
Align packaged artifacts, install instructions, and tests so the published distribution does not reference repo-only
files.
Category
Packaging and documentation
Motivation
The README quick ...
bug
documentation
Summary
Make both supported pytest invocations import repository-local helper modules consistently.
Category
Developer experience
Motivation
uv run python -m pytest succeeds, but uv run pytest fails ...
bug
Task
- [ ] T078 Add final implementation notes and reference bootstrap summary in
specs/2802-public-doc-harness/implementation-notes.md
Phase
Phase 9: Polish Cross-Cutting Concerns
Source
...
agent-ready
size/S
task
Description When wearing Mekasuit helmet the figura models head disapears
Game Version 1.21.1
Mod Version 0.11.2+mc-1.21.0-1
Reproduction Use a figura model where the head is still called Head and wear ...
bug
Summary
Include remote dataset revision and related source options in default dataset cache paths.
Category
Dataset support
Motivation
Remote dataset sources currently derive the default cache destination ...
bug
Summary
Remove unused CodeBLEU fallback helpers and clarify the legacy load_model wrapper.
Category
Maintenance
Motivation
Static review found unused helper functions in matheel/code_metrics.py that ...
enhancement

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