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Ac Insight Extractor

ASecurity

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

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  • Added February 8, 2026
developmentpythonapiperformance

Works with

  • api

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A100/100

Pro scans all 2 files and shows the line behind each finding

Scanned February 12, 2026

npx -y skills add adaptationio/Skrillz --skill ac-insight-extractor --agent claude-code

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SKILL.md
---
name: ac-insight-extractor
description: Extract insights from autonomous coding sessions. Use when learning from completions, extracting patterns, analyzing decisions, or improving 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

```python
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.

Files in this skill

  • SKILL.md713 B
  • scripts/insight_extractor.py7 KB

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