session-intelligence-harvester

Extract session corrections and patterns into reusable RII component updates.

Updated Nov 29, 2025
One-click install
npx skills add https://github.com/92Bilal26/physical-ai-textbook --skill session-intelligence-harvester
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: session-intelligence-harvester
Source: https://github.com/92Bilal26/physical-ai-textbook/tree/main/.claude/skills/session-intelligence-harvester
Command: npx skills add https://github.com/92Bilal26/physical-ai-textbook --skill session-intelligence-harvester

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

One-time fixes and ad hoc learnings tend to be lost after a session, causing recurring mistakes. This skill automatically harvests learnings and routes them to Reusable Intelligence Infrastructure (RII) components, ensuring improvements persist across future sessions.

Core Features & Use Cases

  • Session Analysis: Capture corrections, drift, and patterns (CORRECTIONS MADE, PATTERNS IDENTIFIED, LEARNING CLASSIFICATION)
  • Routing to RII Components: CLAUDE.md, Constitution, Agent file, etc.; ensures learnings surface at the right time
  • Automated Updates: Apply changes across multiple files to prevent recurrence
  • Manual & Automatic Triggers: Harvest when asked or automatically when learning opportunities arise

Quick Start

Say "Harvest learnings from this session" to initiate encoding; The harvest tool will update RII components automatically and commit changes.

Frequently Asked Questions about session-intelligence-harvester

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I prevent recurring mistakes from session corrections?

Harvest learnings automatically captures corrections, pattern drift, and fixes made during a session and routes them to your Reusable Intelligence Infrastructure components—CLAUDE.md, Constitution, and Agent files—so improvements persist across future sessions and mistakes don't recur.

What gets captured when I harvest learnings from a session?

Session harvesting identifies and encodes corrections made, format drift fixed, new patterns that emerged, and explicitly requested learnings, then classifies each insight and applies precise edits across multiple RII components to embed the learning permanently.

Can I trigger learning harvesting manually or does it run automatically?

You can initiate harvesting manually by requesting it, or the Skill triggers automatically when corrections are detected, patterns emerge, or format issues are resolved during a session, then commits changes across your RII components.

How does harvesting route insights to the right RII components?

Harvesting analyzes session corrections and patterns, determines their type and scope, then automatically routes insights to the appropriate RII components—whether that's documentation, rules, or agent behavior—ensuring learnings surface at the correct decision point.

What happens after harvesting updates my knowledge infrastructure?

After harvesting completes, changes are committed across multiple files in your RII, making learnings immediately available for future sessions so similar issues are prevented and patterns are recognized and applied consistently.