Conciseness

The ~260-line body spends most of its tokens describing behavior Claude already knows — source prioritization, search refinement, caching, relevance weighting ("Weight authority (30%), recency (25%)") — plus meta sections like a rationalizations table. This matches 'noticeably verbose; several unnecessary explanations or padded sections'; not a 1 because the bullet style is dense rather than tutorial-padded prose.

Actionability

The body names real tools (WebSearch, WebFetch, Context7 MCP) and paths (.moai/docs/, docs/) but never shows an executable command, tool call, or query example — e.g. "Load FastAPI security documentation via WebFetch" with no URL pattern, query, or invocation. This matches 'minimal concrete guidance; high-level hints but missing the specific steps'; not a 1 because specific tools and search locations are named.

Workflow Clarity

The three Practical Workflows list ordered steps (detect technologies → identify domains → load docs → search → provide guidance) and the Error Handling section adds fallbacks, but no step is verifiable — no command to run, no check that a load succeeded, and the Verification checklist is post-hoc rather than a checkpoint. Fits 'steps listed but validation gaps; checkpoints missing or implicit'; not a 4 because no executable checkpoint exists at any step.

Progressive Disclosure

The bundle contains references/reference.md (an API reference) and references/examples.md, but neither file is linked or mentioned anywhere in the body — the references are fully orphaned. Meanwhile ~260 lines of API-style and conceptual detail are inlined, matching 'minimal structure; content that clearly belongs in separate files is inlined; or references are buried'; not a 3 because existing bundle files receive no navigation signal at all.

Specificity

"discovers, loads, and caches relevant documentation" names the domain and three concrete actions, matching the 'several specific actions; minor gaps in coverage' anchor. It stops short of a 5 because the actions are coarse-grained — no source types, retrieval steps, or output behavior are enumerated.

Completeness

Both are present: what = "discovers, loads, and caches relevant documentation based on user intent and project context", when = "Use when users need specific documentation on demand". This fits the 'both what and when; when could be more explicit' anchor; it is not a 5 because the 'when' clause lacks concrete trigger situations or question forms.

Trigger Term Quality

The only trigger phrase is "Use when users need specific documentation on demand", which is one generic keyword ('documentation') with unnatural phrasing — users would say 'look up the docs for X' or 'what's the best practice for Y', not 'need specific documentation on demand'. Matches the 'one or two generic keywords; missing the natural phrases users say' anchor; not a 3 because no common synonyms or question-form triggers appear.

Distinctiveness Conflict Risk

The 'Just-In-Time document loading' framing carves out a niche versus doc-generation skills, but the trigger ('users need specific documentation') overlaps broadly with the sibling documentation skills this bundle itself lists (moai-docs-generation, workflow-docs, moai-workflow-docs). Fits 'somewhat specific but could still overlap with similar skills'; not a 4 given that live overlap risk with closely related skills.