reskill

Audit agent charters and histories to extract recurring patterns into reusable skills.

2|3|Updated Apr 1, 2026
One-click install
npx skills add https://github.com/sytone/botnexus --skill reskill-sytone
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: reskill
Source: https://github.com/sytone/botnexus/tree/main/.copilot/skills/reskill
Command: npx skills add https://github.com/sytone/botnexus --skill reskill-sytone

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Consolidates recurring patterns across agent charters and histories to reduce per-agent context overhead and improve consistency by promoting common patterns into reusable skills.

Core Features & Use Cases

  • Audit charters and histories to identify repeating patterns and knowledge gaps.
  • Extract and formalize recurring patterns into skills under the .squad/skills path.
  • Trim charters and histories to concise, actionable content, then report savings and impact.

Quick Start

Run a reskill pass to audit charters and histories, extract recurring patterns into skills, and trim content to reduce bloat.

Frequently Asked Questions about reskill

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

FAQPage Schema
How do I consolidate recurring patterns across agent charters to reduce context overhead?

You can consolidate recurring patterns by auditing charters and histories to identify repetitions, then extracting them into shared skills under .squad/skills. This reduces per-agent context overhead and normalizes knowledge bases during team-wide maintenance cycles.

What is pattern extraction from agent histories and when do I need it?

Pattern extraction from agent histories is the process of identifying repeating knowledge gaps and formalizing them into reusable skills. You need it when team-wide maintenance cycles reveal bloat or inconsistencies across multiple agent charters.

How do I run a team-wide maintenance cycle to normalize agent histories?

Run a reskill pass to audit charters and histories, extract recurring patterns into skills, and trim content to reduce bloat. The process implements audit, extract, trim, and report steps with robust safety, logging, and governance.

Can I adapt existing agent charters without losing important context?

Yes, you can adapt charters by identifying repeating patterns and knowledge gaps, then trimming them to concise, actionable content. The process includes robust safety, logging, and governance to protect important context while reducing bloat.

Does this knowledge-management approach support team-scale skill templates?

Yes, the approach supports a team-scale skill template designed to store results under .squad/skills. It implements audit, extract, trim, and report steps to ensure consistency across multiple agents during maintenance.