Conciseness

The body is short and mostly lean, but purpose is restated three times — the intro line ("Comprehensive interview loop planning and calibration support"), the Overview ("Use this skill to create structured interview loops..."), and the Core Capabilities bullets overlap with each other and with the frontmatter description. This matches the 4 anchor ('efficient; minor instances... that could be trimmed') rather than the 5 anchor, where every token earns its place.

Actionability

The Quick Start gives two copy-paste-ready commands whose flags (--role, --level, --json) match the actual script, and the workflow opens with running that script. However, workflow steps 2–5 ('Align rounds to role-specific competencies', 'Require evidence for each score recommendation') and the Pitfalls/Best Practices sections give direction without specifying how or pointing to the reference that covers it. This sits at the 4 anchor ('mostly executable guidance... with minor gaps'), short of the 5 anchor's fully-executable coverage of common cases.

Workflow Clarity

The Recommended Workflow is a clear 5-step numbered sequence with checkpoints present ('Validate scoring rubric consistency with interview panel leads', 'Review for bias controls before rollout'). It is not a 5 because there are no feedback loops or recovery guidance for when validation fails, matching the 4 anchor ('clear sequence with most checkpoints present; minor validation gaps'). No destructive/batch-operation cap applies since the skill only generates plans.

Progressive Disclosure

The body is an appropriate overview and the References section lists four real one-level-deep files, with heavy detail correctly split into references/ and assets/. It falls short of the 5 anchor because references are bare unlabeled paths (no one-line descriptions or contextual links from the workflow steps), and the assets/ sample files (sample_interview_results.json, sample_role_definitions.json) are never mentioned in SKILL.md — matching the 4 anchor's 'minor organization gaps'.

Specificity

The description lists multiple concrete actions — "design interview processes", "create hiring pipelines", "calibrate interview loops", "generate interview questions", "design competency matrices", "analyze interviewer bias", "create scoring rubrics", "build question banks", "optimize hiring systems" — plus a concrete what-statement ("designing role-specific interview loops, competency assessments, and hiring calibration systems"). This matches the anchor 'Lists multiple specific concrete actions; comprehensive coverage'; it is not a 4 because coverage of the domain's actions is broad rather than having notable gaps.

Completeness

Both what and when are explicit: 'This skill should be used when the user asks to..." followed by concrete trigger phrases, and 'Use for designing role-specific interview loops, competency assessments, and hiring calibration systems' states the what with concrete artifacts. This matches the 5 anchor ('clearly and explicitly answers both what AND when with concrete trigger phrases'); the 4 anchor requires a 'when' that could be more explicit, which does not apply here.

Trigger Term Quality

Nine quoted, naturally phrased trigger phrases give good keyword coverage ("create hiring pipelines", "generate interview questions", "analyze interviewer bias"). It falls short of the 5 anchor because common synonyms/variations are missing — e.g., "recruiting", "candidate screening/evaluation", "structured interviews", "phone screens" — while clearly exceeding the 3 anchor's 'missing common variations' bar given how many natural phrases are present.

Distinctiveness Conflict Risk

The hiring-system design niche is clear and mostly distinct, but phrases like "create scoring rubrics" and "generate interview questions" carry minor overlap risk with general rubric-creation or educational-assessment skills. This matches the 4 anchor ('mostly distinct; minor overlap risk with closely related skills') rather than the 5 anchor, which demands minimal conflict risk.