SkillBenchLab Prototype

Essence workbench

Agent skills / editorial review

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Essences and their evidence

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Five pinned documents · one mattpocock/skills lineage. Recurrence is not independent corroboration.

Essences ordered by distinct document recurrence. Inspect evidence before accepting wording and evidence together.
Essence Documents, highest recurrence first Review

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Working context Five pinned skill documents · Shape a SkillBenchLab proposal · Local prototype · reversible decisions delegated

Save the frame used in contextual reviews. Existing accepted snapshots keep their original context.

Recorded research replay Idle · ready to replay recorded evidence

Recorded excerpts are replayed locally; no inference, source fetching, or external service call takes place.

    Review