skill-optimizer

rohitg00/pro-workflow

SkillLoads cleanly

SkillOpt-flavored offline training loop for any SKILL.md. Treats accumulated learn-rule corrections as training trajectories, proposes bounded patches via an…

Scores
out of 100 · grade A

2026-08-17

Works

40% of the score

100/100

Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

94/100

no commits in the last 12 weeks
no license file

Adopted

20% of the score

47/100

2,775 stars on the source repo.

Documented

15% of the score

74/100

610 words with worked examples.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 6 days ago.

Install

npx skills add rohitg00/pro-workflow/skill-optimizer

What the check found

Every finding on this listing, and what each one means for whether it loads.
Finding	What it means
No license	The repository ships no license file, so the reuse terms are unclear.

What it says it does

SkillOpt-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 longer.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-10.

Also in rohitg00/pro-workflow

Other artifacts published from the same repository.
Artifact	What the check found	Type	Reach	Last commit
wiki-builderrohitg00/pro-workflow	No license	Skill	2.8k stars	6 days ago
llm-councilrohitg00/pro-workflow	No license	Skill	2.8k stars	6 days ago
survey-generatorrohitg00/pro-workflow	No license	Skill	2.8k stars	6 days ago
context-engineeringrohitg00/pro-workflow	No license	Skill	2.8k stars	6 days ago
pro-workflowrohitg00/pro-workflow	No license	Skill	2.8k stars	6 days ago
batch-orchestrationrohitg00/pro-workflow	No license	Skill	2.8k stars	6 days ago

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