Extract insights from autonomous coding sessions. Use when learning from completions, extracting patterns, analyzing decisions, or improving future performance.
Resources
1Install
npx skillscat add adaptationio/skrillz/ac-insight-extractor Install via the SkillsCat registry.
We need to produce a 2-3 sentence plain-text summary, objective, factual, no marketing, no superlatives, no calls to action. Must be at most 60 words. No quotes, no bullet points, no headings, no markdown. Just plain text. Summarize: skill extracts insights from autonomous coding sessions, analyzes completed sessions to extract patterns, learnings, improvements for future sessions. Problem: need to learn from past coding completions, improve future performance. When to use: after autonomous coding sessions, when wanting to extract patterns, analyze decisions, improve future performance.
AC Insight Extractor
Extract insights and learnings from autonomous coding sessions.
Purpose
Analyzes completed sessions to extract patterns, learnings, and improvements for future sessions.
Quick Start
from scripts.insight_extractor import InsightExtractor
extractor = InsightExtractor(project_dir)
insights = await extractor.extract_session_insights()
await extractor.apply_learnings(insights)API Reference
See scripts/insight_extractor.py for full implementation.