Conciseness

The body is efficient and assumes competence — no re-teaching of known concepts — but the "Differences from Interactive Version" table partially duplicates the description and Purpose sections, and the pinned "v0.40.1+" is time-sensitive detail outside any deprecation section. Matches the 4 anchor (efficient, minor trimmable instances); not 5 because of that redundancy and version pin, not 3 because padding is incidental rather than a pattern.

Actionability

Mostly executable guidance: concrete install commands ("gh skill install pskoett/pskoett-skills eval-creator-ci"), validation command ("gh aw compile" with "--actionlint --zizmor"), concrete verification-method semantics, and a full output YAML schema. Falls short of 5 because create mode instructs "Create the eval case file in `.evals/cases/` with proper frontmatter" without ever showing the eval-case frontmatter format — a missing key detail for copy-paste readiness.

Workflow Clarity

Both modes are clearly sequenced with checkpoints: precondition checks with skip handling, expected-vs-actual comparison per verification method, gate-policy failure behavior, and a compile-validation step in the authoring workflow. Not 5 because there is no in-run error-recovery/feedback loop — failures are escalated to humans/self-improvement-ci (a defensible design choice, but the anchor requires explicit feedback loops).

Progressive Disclosure

Well-organized sections with one clearly signaled, verified, one-level-deep reference ("Copy `references/workflow-example.md` into `.github/workflows/eval-creator-ci.md`") that appropriately carries the executable workflow detail. Not 5 because the inline Trigger Configuration YAML block duplicates detail that belongs in the reference, and the ~215-line body carries the full output schema and data-flow diagram inline rather than splitting them out.

Specificity

Lists multiple specific concrete actions with comprehensive coverage: "Runs all eval cases in .evals/ on a schedule or per-PR, reports pass/fail results, and can block merges on regressions. Also creates new eval cases from promoted patterns flagged by learning-aggregator-ci." This matches the 5 anchor (multiple concrete actions, comprehensive) rather than 4, since run, report, gate, and create modes all covered; not below 4 because there are no meaningful coverage gaps.

Completeness

Explicitly answers both: what ("Runs all eval cases... reports pass/fail results, and can block merges... Also creates new eval cases") and when ("Use when: you want automated regression testing of promoted rules in CI/headless pipelines"). This matches the 5 anchor — clear what AND when with a concrete trigger phrase.

Trigger Term Quality

Good natural-term coverage: "automated regression testing", "CI/headless pipelines", "regressions", "block merges", "per-PR", and the ".evals/" path. It falls short of the 5 anchor because it leans on suite-internal jargon ("promoted rules", "learning-aggregator-ci") and misses common variations a user might say ("eval suite", "quality gate"); it is above 3 because keywords are relevant and include several natural phrasings and a path extension.

Distinctiveness Conflict Risk

"[Beta] CI-only" pins a clear niche and the routing sentence "For interactive eval creation and runs, use eval-creator" explicitly defuses the one real overlap risk with the sibling interactive skill. Minimal conflict risk, matching the 5 anchor.