fix: add vetting phase to skill discovery to filter one-off activities#20
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steve-calvert-glean wants to merge 1 commit intomainfrom
Open
fix: add vetting phase to skill discovery to filter one-off activities#20steve-calvert-glean wants to merge 1 commit intomainfrom
steve-calvert-glean wants to merge 1 commit intomainfrom
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The discover command was suggesting skills for one-time events like team mergers and channel migrations. Added a critical vetting phase that evaluates each candidate against: - Recurrence test: Will this happen again? - Frequency threshold: Daily/weekly/monthly prioritization - Cumulative value: frequency × time saved - Disqualifying signals: mergers, migrations, reorgs The agent now shows its vetting work including rejected candidates and reasons. Quality over quantity - a few high-value recommendations beat many weak ones. Co-Authored-By: Claude <noreply@anthropic.com>
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Summary
Problem
The discover command was suggesting skills for activities like:
These aren't good skill candidates because they won't recur.
Solution
Added a structured vetting process that evaluates each candidate:
The agent now outputs a "Rejected Candidates" section showing what was filtered and why.
Examples
Good candidates (include):
Bad candidates (reject):
Test plan
/glean-skills:discoverand verify it shows vetting work🤖 Generated with Claude Code