Skill asset promotion design#369
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rockfordlhotka merged 1 commit intomainfrom May 9, 2026
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Captures the underlying defect surfaced by the 10am operational-review subagents: the agent's self-improvement loop is asymmetric — failures get distilled into prose annotations on skills, but successes have no path to becoming a saved typed resource. Working wisps the subagents converge on after schema discovery and tool reconciliation are thrown away at session teardown. Five-phase plan that complements the existing self-repair design, reusing its verify-shape and FailureClusterStore primitives where they overlap. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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design/skill-asset-promotion.mdcovering the missing complement to the existing self-repair work: a path for successful patterns (working wisps, scripts, schemas the subagents converge on) to be captured as typed skill resources rather than thrown away at session teardown.Surfaced by today's 10am operational-review run, where two subagents spent 8 and 10 minutes respectively re-discovering tool schemas, parameter shapes, and download paths — converged on working sequences — and then exited without saving them anywhere reusable.
Five phases, see the doc for detail.
Tracking issue: #370
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