Audit agent charters and histories, extract repeated boilerplate into shared skills, and report savings.
npx skills add https://github.com/elbruno/md-to-slides --skill reskill-elbruno
Please help me install this Agent Skill. Skill: reskill Source: https://github.com/elbruno/md-to-slides/tree/main/.copilot/skills/reskill Command: npx skills add https://github.com/elbruno/md-to-slides --skill reskill-elbruno
Reskill reduces per-agent context bloat by identifying overlapping charter/history content and promoting the repeated patterns into reusable shared skills.
Ask the coordinator to run "team, reskill" when you suspect charter or history bloat and want a team-wide context reduction pass.
High-intent search queries and answers about installing and using this skill.
To reduce agent context bloat, audit repeated boilerplate and duplicative learnings across agents, then extract them into reusable shared skills. This trims charters to about 1.5KB and histories to 8KB, yielding a savings table with percentage reduction.
Extracting reusable skills involves identifying patterns appearing 3 or more times across agent histories and charters, then promoting them into a standardized skill template directory structure. This knowledge reuse process removes session boilerplate while preserving unique identity.
Run a context optimization pass when you suspect charter or history bloat, specifically when collaboration, model, or boundary boilerplate and recurring history entries appear across multiple agents. This periodic maintenance measures byte sizes to enforce target limits.
Yes, history hygiene and context optimization enforce guardrails that remove session boilerplate while preserving unique identity and required model and tagline elements. This ensures agents maintain their core configuration despite trimming histories to about 8KB.
Measure byte size reduction by generating a savings report table that compares before and after totals. This output verifies the impact of extracting shared knowledge, displaying exact byte sizes and the overall percentage reduction achieved by trimming duplicative content.
usepowershellAudit charters and histories to extract recurring patterns into reusable SKILL.md files.
CommunityToolkitExtract shared skills from team charters and histories.
dotnetAudit agent charters and histories to extract repeated patterns into shared skills.
mpauloskyExtract shared patterns from agent charters and histories into SKILL.md entries.
