From whetstone
Analyze KB learnings and test scores to identify the highest-value skill improvement. Spawns the whetstone:optimizer agent, which writes an improvement spec consumed by /whetstone:improve.
How this skill is triggered — by the user, by Claude, or both
Slash command
/whetstone:optimizerThis skill is limited to the following tools:
The summary Claude sees in its skill listing — used to decide when to auto-load this skill
Spawn the optimizer agent to identify the next highest-value skill improvement.
Spawn the optimizer agent to identify the next highest-value skill improvement.
whetstone:optimizer agent with the standard prompt.Agent(
subagent_type="whetstone:optimizer",
prompt="Analyze KB learnings and test scores to identify the highest-value skill improvement. Follow the process in your instructions exactly. Write the improvement spec to ~/.whetstone/state/improvement-specs/improvement-next.md."
)
After the agent completes, summarize:
~/.whetstone/state/improvement-specs/improvement-next.mdRun /whetstone:improve next to apply the spec.
Creates, edits, and optimizes skills for Claude Code, including drafting, evaluating with test prompts, iterating on performance, and improving skill descriptions for better triggering accuracy.
npx claudepluginhub jobrien127/plugin-marketplace --plugin whetstone