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konjo-quality

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Aktualisiert10. Mai 2026 um 03:50

Konjo Code Quality Framework — Three-Wall framework to prevent AI slop. Auto-load when writing tests, reviewing code quality, refactoring, or on quality gate failures.

Installation

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Quelle

konjoai

konjoai/vectro

GitHub-Repository öffnen Creator-Repositorys ansehen

Download

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Verwandte BerufeSOC

Basierend auf der SOC-Berufsklassifikation

Softwarequalitätssicherungsanalysten und -testerInformatik- und Mathematikberufe·SOC 15-1253

SKILL.md

readonly

name	konjo-quality
description	Konjo Code Quality Framework — Three-Wall framework to prevent AI slop. Auto-load when writing tests, reviewing code quality, refactoring, or on quality gate failures.
user-invocable	true

Konjo Quality Framework — Agent Reference

The Three Walls

Wall	When	Blocks
Wall 1	Pre-commit	The commit
Wall 2	CI / GitHub Actions	The merge
Wall 3	Claude Opus review	The merge

Thresholds

Metric	Hard Block	Target
Line coverage	≥ 80%	≥ 95%
Mutation survival	≤ 10%	0%
Cognitive complexity	≤ 15	≤ 10
File length	≤ 500L	≤ 300L
DRY violations	0	0
unwrap() non-test	0	0

Running Locally

cargo clippy --workspace -- -D warnings -D clippy::unwrap_used
cargo llvm-cov nextest --workspace --fail-under-lines 80
python3 .konjo/scripts/dry_check.py --staged-only
git diff HEAD~1 | python3 .konjo/scripts/konjo_review.py

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Research agent for vector quantization, embedding compression, HNSW, SIMD optimization. Use when exploring new techniques for vectro.

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name	konjo-quality
description	Konjo Code Quality Framework — Three-Wall framework to prevent AI slop. Auto-load when writing tests, reviewing code quality, refactoring, or on quality gate failures.
user-invocable	true

Konjo Quality Framework — Agent Reference

The Three Walls

Wall	When	Blocks
Wall 1	Pre-commit	The commit
Wall 2	CI / GitHub Actions	The merge
Wall 3	Claude Opus review	The merge

Thresholds

Metric	Hard Block	Target
Line coverage	≥ 80%	≥ 95%
Mutation survival	≤ 10%	0%
Cognitive complexity	≤ 15	≤ 10
File length	≤ 500L	≤ 300L
DRY violations	0	0
unwrap() non-test	0	0

Running Locally

cargo clippy --workspace -- -D warnings -D clippy::unwrap_used
cargo llvm-cov nextest --workspace --fail-under-lines 80
python3 .konjo/scripts/dry_check.py --staged-only
git diff HEAD~1 | python3 .konjo/scripts/konjo_review.py