Conciseness

The body is largely efficient and task-focused (executable curl/bash snippets, tight venue tables, concrete page targets) with little padding of concepts Claude already knows, but a few sections over-explain rationale (e.g., "Why this matters" paragraph on hallucinated BibTeX, the acknowledgement of methodology provenance). Not 5 because these motivational passages could be trimmed; not 3 because the bulk is lean and instruction-oriented rather than verbose.

Actionability

It provides copy-paste-ready, executable guidance throughout: exact `curl` commands for DBLP/CrossRef BibTeX fetch, concrete LaTeX documentclass/usepackage snippets per venue, a real `math_commands.tex` template, and a precise Codex MCP review invocation with model and reasoning-effort config. Covers the common cases specifically; not below 5 because the examples are complete and executable rather than pseudocode.

Workflow Clarity

Steps 0–8 are a clearly sequenced pipeline with explicit validation checkpoints: Step 0 backs up before overwrite and cleans stale files, Step 4's verified-fetch chain is a validate→fallback loop (DBLP → CrossRef → [VERIFY]), Step 6 applies only CRITICAL/MAJOR fixes, and Step 8 is a final checklist with verification items (undefined refs, unchecked [VERIFY], stale files). Not below 5 because error-recovery feedback loops and checklists are explicit; the destructive-overwrite guidance satisfies the validation cap.

Progressive Disclosure

The body points to three shared references (writing-principles.md, venue-checklists.md, citation-discipline.md) and a templates/ directory, but these paths resolve to `../shared-references/` and `templates/` that are not present in this skill's bundle, so the references are signaled but not verifiable as real one-level-deep files, and substantial inline reference material (venue tables, section guidelines) that could live in separate files is inlined. Not 4 because the referenced bundle files are absent and navigation cannot be confirmed; not 2 because section headers and signaled references do provide some structure rather than a monolithic wall.

Specificity

"Draft LaTeX paper section by section from an outline" names the domain (LaTeX paper drafting) and two concrete actions (section-by-section drafting, generation from an outline), but does not enumerate the fuller set of capabilities (bibliography building, venue templating, de-AI polishing) covered in the body. Not 5 because the action list is not comprehensive; not 3 because two distinct concrete actions are clearly named rather than a single generic one.

Completeness

It explicitly answers both "what" ("Draft LaTeX paper section by section from an outline") and "when" ("Use when user says ..." with concrete trigger phrases). Matches the score-5 anchor of clearly and explicitly answering both what AND when with concrete triggers; not 4 because the "when" is explicit and specific rather than merely adequate.

Trigger Term Quality

The "Use when" clause supplies a broad set of natural trigger phrases a user would actually say ("写论文", "write paper", "draft LaTeX", "开始写", "generate LaTeX content from a paper plan"), covering bilingual synonyms and the concrete artifact (LaTeX). Not below 5 because coverage of natural terms and synonyms is comprehensive; nothing major is missing.

Distinctiveness Conflict Risk

"Draft LaTeX paper section by section from an outline" with LaTeX-specific triggers carves a fairly distinct niche, but it could marginally overlap with a sibling `/aris-paper-plan` skill also operating on paper plans. Mostly distinct with minor overlap risk against closely related skills; not 5 because the trigger set does not fully disambiguate from adjacent paper-skills in the same pack, not 3 because the LaTeX/section-drafting framing is clearly more specific than generic document work.