skill-creator

To create and test Claude skills, you define the intent, draft the SKILL.md file, prepare evals, run trigger evaluations, and iterate improvements. This workflow codifies the entire process from initial prompt drafting to final description optimization.

You run trigger evaluations by loading eval sets into the workflow, tracking the results, and generating reports. These evaluation reports guide structured iterations to improve the skill's triggering accuracy and user adoption.

Managing bundled resources involves integrating scripts, references, and assets directly into the skill. This integration provides deterministic task execution and on-demand knowledge retrieval for the downstream tooling.

You can optimize skill descriptions through descriptor optimization. This process refines the description to ensure the skill triggers accurately in the right contexts, directly improving user adoption.

You need a first test plan to start iterating on Claude skills. The quick start process requires outlining the skill's goal, trigger contexts, and an initial test plan before running evaluations and making improvements.

Your skill workflow needs standardized outputs to enable seamless integration with downstream tooling. These outputs ensure that the results from trigger evaluations and iterative improvements are consistently structured for further processing.