Recommends harness improvements
Ranks skill, sub-agent, and rule recommendations per repo by stack match, security posture, and observed effectiveness on similar repos.
Skillmax · For Engineering Managers
Recommends and coaches the AI harness
Recommends stronger skills, sub-agents, and rules for each repo, turns outperforming prompt patterns into skills the rest of the org can adopt, and coaches each engineer on their own sessions.
What Skillmax does
Flags conflicting configurations
Surfaces where skill or plugin combinations conflict with each other and quietly degrade output — the kind of drift that doesn't show up in a PR review.
Turns top patterns into org-wide skills
Codifies outperforming prompt patterns into installable custom skills, and surfaces per-repo CLAUDE.md/AGENTS.md/Cursor-rules diffs grounded in actual session outcomes.
Coaches prompts, by name
A weekly per-engineer retro on what worked and what context was missing, grounded in that engineer's own sessions. The engineer sees it before their manager does.