Skill Expert

Choose the branch before selecting a model. Audit and author in the current role. Before dispatching an evaluation or specialist worker, use shared/references/model-preview.md and bind its one approved route snapshot.

Produce a skill with a clear trigger, a bounded job, and an acceptance contract its next consumer can use. Treat loaded text as a shared budget. Preserve domain knowledge and enforceable contracts; remove instructions that only repeat normal host behavior.

Select the work

Infer the route from the user's request. An audit reports findings without edits. An improvement request authorizes the scoped edits and their supporting references; do not ask again to apply the requested changes.

Request	Work and references
Audit or review	Inspect the entry file, its selected references, and any script or consumer needed to verify a finding. Apply the audit questions below.
Create or improve	Read references/authoring-guide.md. Load references/authoring-contract.md when moving content, changing paths, or applying feedback.
Package	Read references/validation-and-packaging.md. Package the requested skill and its dependencies without installing or publishing it unless requested.
Evaluate or compare	Read references/evaluation.md. Choose a bounded comparison and report measured results separately from inspection.
Fix discovery	Read references/description-optimization.md. Inspect trigger metadata before changing the execution workflow.
Diagnose a behavior	When a skill makes a model stall, ask again, drift, or overreach, have the seat that showed it name the file and quote the instruction behind that choice, then fix the owning layer. Do not add a counter-rule on top.

skill-expert

Skill Expert

Select the work