home/categories/llm-ai/pradeepmouli-spec-kit-extensions-claude-skills-rl-optimization-skill-md
llm-aidata-ai

rl-optimization

Apply reinforcement learning principles when working on spec-kit-extensions. Auto-activates when: (1) editing command prompts in commands/*.md, (2) modifying workflow templates in extensions/workflows/, (3) discussing user feedback about workflow friction, (4) reviewing issues or PRs mentioning prompt clarity or template problems, (5) analyzing chat logs or workflow usage from other repositories. Helps ensure changes improve prompt effectiveness and template utility.

pradeepmouli
maintainer
pradeepmouli
Updated 1/18/2026
Stars
2
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quick start

Installation and usage

Apply reinforcement learning principles when working on spec-kit-extensions. Auto-activates when: (1) editing command prompts in commands/*.md, (2) modifying workflow templates in extensions/workflows/, (3) discussing user feedback about workflow friction, (4) reviewing issues or PRs mentioning prompt clarity or template problems, (5) analyzing chat logs or workflow usage from other repositories. Helps ensure changes improve prompt effectiveness and template utility.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use rl-optimization