Conciseness

The body is written in dense, imperative prose with no explanations of concepts Claude already knows, but it repeats the same material multiple times: memory/rollout paths appear in Workflow steps 2-3, again in Session Analysis sections 1-3, and again in 'What To Scan'; the project-local skill locations from Workflow step 4 are restated in 'What To Scan'. This matches the score-3 anchor ('mostly efficient but includes some unnecessary explanation or could be tightened') — noticeable duplication, though not the padded over-explanation of score 2.

Actionability

The guidance is concrete and executable: exact paths ('$CODEX_HOME/memories/MEMORY.md', './.agents/skills/*/SKILL.md'), specific search keys (repo name, basename, cwd), explicit fallback rules, and a defined output format. It falls at score 4 ('mostly executable guidance with minor gaps') rather than 5 because there are no copy-paste-ready commands (e.g., the actual rg invocations) and some criteria like 'repeated enough' are left to judgment.

Workflow Clarity

The 7-step Workflow is clearly sequenced with explicit gating ("Open only the 1-3 most relevant rollout summaries first", "Fall back to raw session JSONL only when the summaries are missing the exact evidence"), and the Failure Shields section acts as an error-prevention checklist. It is not a 5 because the same analysis procedure appears as two separate numbered sequences (Workflow steps 2-5 and Session Analysis sections 1-4) with slightly different details, creating mild ambiguity about which governs, and there is no explicit verification step that each final recommendation cites concrete session evidence.

Progressive Disclosure

The body is well-organized into clearly signaled sections (Workflow, Session Analysis, Recommendation Rules, What To Scan, Output Expectations, Failure Shields) with no buried or nested references, and the only external link ([skill-creator](../skill-creator/SKILL.md)) is a legitimate one-level cross-skill pointer. It sits at score 4 rather than 5 because at ~190 lines all detail lives inline — the Session Analysis and What To Scan sections duplicate Workflow content that could be consolidated or moved to reference files — leaving minor organization gaps.

Specificity

The description names the domain and two concrete actions ("Audit a project" and "recommend the highest-value skills to add or update"), but coverage is not comprehensive — the skill's distinctive evidence-based method (grounding recommendations in session history, memory, and repo conventions) is absent. It clearly matches the score-3 anchor ('names domain and 1-2 concrete actions, but not comprehensive') and is below score 4, which expects several listed specific actions with only minor gaps.

Completeness

The "what" is clear (audit a project, recommend skills to add or update), but there is no "Use when..." clause or equivalent trigger guidance anywhere in the description. Per the rubric guideline, a missing 'Use when...' clause caps completeness at 3, matching the anchor 'has a clear what but when is missing or only weakly implied'.

Trigger Term Quality

Relevant keywords like "audit", "project", "skills", and "add or update" are present and natural, but common variations users would say are missing (e.g., "skill gap", "which skills does this project need", "skill recommendations"). This fits the score-3 anchor ('some relevant keywords but missing common variations or synonyms'); it is above score 2 because the terms present are specific to this task, not generic.

Distinctiveness Conflict Risk

The niche is fairly distinct — auditing a project to recommend skills is unlikely to trigger for unrelated skills. There is minor overlap risk with skill-creation/skill-authoring skills (recommending vs. creating skills), matching the score-4 anchor 'mostly distinct; minor overlap risk with closely related skills'; it falls short of 5 because the description gives no trigger phrases that would disambiguate it from general skill-management requests.