adaptationio

ac-insight-extractor

Extract insights from autonomous coding sessions. Use when learning from completions, extracting patterns, analyzing decisions, or improving future performance.

adaptationio 11 2 Updated 7mo ago

Resources

1
GitHub

Install

npx skillscat add adaptationio/skrillz/ac-insight-extractor

Install via the SkillsCat registry.

About this skill

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.

SKILL.md

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.