Skill Optimizer
rohitg00/pro-workflowSkillOpt-flavored offline training loop for any SKILL.md. Treats accumulated learn-rule corrections as training trajectories, proposes bounded patches via an optimizer LLM, gates each candidate against a held-out validation set built from the user's own past corrections, and ships only candidates that demonstrably improve the score. Inspired by Microsoft SkillOpt's ReflACT pipeline (rollout → reflect → aggregate → select → update → evaluate) adapted to pro-workflow's SQLite store. Use when a skill has accumulated 8+ learn-rule rows and the user wants the skill itself to get better, not just lo...
At a glance
/plugin marketplace add rohitg00/pro-workflow
/plugin install skill-optimizer
Setup, runtime and requirements describe rohitg00/pro-workflow, the repo this skill ships in.
Also in rohitg00/pro-workflow
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Configure file watching hooks to auto-react to config changes, env file updates, and dependency modifications. Use to set up reactive workfl...
Show session analytics, learning patterns, correction trends, heatmaps, and productivity metrics. Computes stats from project memory and ses...
Capture a correction or lesson as a persistent learning rule with category, mistake, and correction. Stores, categorises, and retrieves rule...