reskill

Extract procedural knowledge from agent charters into reusable skills.

1|Updated Jul 16, 2023

Search Tags:#refactoring #agent #token optimization #skill #charter #procedural knowledge

Ready to run

npx skills add https://github.com/jmservera/aithena --skill reskill

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: reskill
Source: https://github.com/jmservera/aithena/tree/main/.squad/skills/reskill
Command: npx skills add https://github.com/jmservera/aithena --skill reskill

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the issue of overly long and complex agent charters by extracting procedural knowledge into reusable skills, thereby reducing token overhead and improving agent focus.

Core Features & Use Cases

Charter Auditing: Analyzes agent charters to identify procedural content and duplication.
Skill Extraction: Extracts duplicated procedures, checklists, and project-wide technical details into new or existing skills.
Charter Slimming: Removes extracted content from charters, leaving only identity, ownership, and core behavioral rules.
Use Case: When multiple agents have the same instructions on how to format pull requests, this skill can extract that procedure into a single skill that all agents can reference, making their individual charters shorter and more focused.

Quick Start

Use the reskill skill to audit agent charters and extract procedural knowledge.

Frequently Asked Questions about reskill

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

FAQPage Schema

How do I reduce token overhead in overly long agent charters?▼

To reduce token overhead in agent charters, you can audit them to identify duplicated procedural knowledge and extract it into reusable skills. This leaves charters with only identity and core behavioral rules.

What is the best way to extract procedural knowledge from agent charters?▼

Extracting procedural knowledge involves analyzing charters for duplicated procedures, checklists, and technical details, then refactoring them into a standardized skill format that agents reference.

How do I manage shared operational procedures across multiple agents in a large codebase?▼

Managing shared procedures across multiple agents involves extracting common instructions into a single skill. This ensures all agents reference the same procedure, making individual charters shorter.

What content should remain in an agent charter after refactoring procedures into skills?▼

After refactoring procedures into skills, an agent charter should only retain identity, ownership, and core behavioral rules. All extracted procedural content is removed to improve focus.

When do I need to audit agent charters for procedural duplication?▼

You need to audit agent charters when managing large codebases with numerous agents sharing operational procedures. This identifies duplicated content like pull request formatting rules for skill consolidation.