Improve Report

Display improvement suggestions from eval-core analysis engine as read-only report. No file modifications, no GitHub mutations.

Purpose

Surface actionable improvement suggestions gathered by the eval-core analysis engine. Reads from eval-core's local database and renders insights as structured markdown. Useful for understanding routing quality, skill effectiveness, and agent usage patterns.

Usage

/omcustom:improve-report

Workflow

Step 1: Check eval-core availability

command -v eval-core 2>/dev/null || ls node_modules/.bin/eval-core 2>/dev/null

If not found → skip to Step 4 (fallback).

Step 2: Run analysis

eval-core analyze --format markdown

Step 3: Data sufficiency check

Count sessions recorded from the output metadata:

Sessions recorded	Confidence	Behavior
< 5	[confidence: low]	Show results with message: "최소 5세션 이상의 데이터가 필요합니다. 현재 데이터로도 초기 분석은 가능하지만, 정확도는 제한적입니다."
5–20	[confidence: medium]	Show results with medium confidence note
> 20	[confidence: high]	Show results normally

Step 4: Display

If output contains data → display as structured markdown with confidence annotation prepended.

If command not found OR output is empty:

[omcustom:improve-report] 데이터 없음
eval-core가 설치되어 있지 않거나 아직 충분한 세션 데이터가 수집되지 않았습니다.
eval-core를 설치하거나 더 많은 세션을 진행한 후 다시 실행하세요.

Notes

• Read-only: No file modifications, no GitHub issue creation, no external mutations
• R010 compliant: Only executes Bash for read-only analysis — no write operations delegated
• Graceful fallback: Falls back silently if eval-core or its DB doesn't exist
• Confidence-aware: Reports data sufficiency alongside results per R011 conventions