agentleFS
CuiMuxuanCuiMuxuan/academic-codex-skills/skills/language-style-review/SKILL.md

language-style-review

Skill8 starsChanged 5 months agoMITView on GitHub

Review academic language style without modifying manuscript state. Use when the user asks for language style review, wording checks, grammar, AI-like phrasing, templated expression, Chinese-English translation accuracy, figure/table text wording, citation sentence style, sentence-level ambiguity, terminology acceptability, connector density by section, or operation-record residue checks in a paper, thesis, dissertation, review, rebuttal, chapter, section, paragraph, or sentence. May run independently or as an upstream report for revision-control or academic-paper-orchestrator. Chinese triggers: 语言风格审查, 检查语言, 用词检查, 语法检查, AI味, 模板化表达, 中文译文准确性, 图表文字, 引用句式, 逐句语言审查, 逻辑连接词, 正文机理段, 摘要过渡段.

The file

Show its rules and text

We split this skill into the rules it gives an agent

17 rules. About 0 are common, 13 are distinctive, and 4 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈13

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 4

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Use this skill to audit scholarly wording and return scored findings, localized issues, candidate rewrites, and a handoff queue.

    line 8
  2. Distinctive:

    Create candidate project-standard items when the user asks to record a preference.

    line 19
  3. Distinctive:

    Update the latest draft, object library, sentence pass/fail state, revision count, or round directory.

    line 24
  4. Distinctive:

    Write to project supplemental review standards.

    line 25
  5. Distinctive:

    Verify DOI, title, citation authenticity, or evidence sufficiency as final authority.

    line 29
  6. Distinctive:

    Keep field-specific terms if they are accepted professional terminology.

    line 35
  7. Very specific:

    When a problem implies structural rewriting, missing literature, or object-state changes, create a handoff item for $revision-control.

    line 38
  8. Very specific:

    Never add a project rule directly.

    line 39
  9. Distinctive:

    Use review-workflow.md to choose independent, orchestrated, or revision-control handoff mode.

    line 44
  10. Distinctive:

    Use scoring-and-output-schema.md for four-dimension scoring, issue tables, accepted-term notes, candidate rewrites, and handoff queues.

    line 45
  11. Distinctive:

    Use project-standards-handling.md when project supplemental standards, terminology lists, problem-word lists, or user preferences are …

    line 46
  12. Very specific:

    If benchmark-quality judgment is requested, route the quality portion to $post-manuscript-benchmark-review before language review.

    line 47
  13. Very specific:

    If official modification is requested, send the localized task queue to $revision-control.

    line 48
  14. Distinctive:

    Read review-workflow.md for activation modes, sequencing with benchmark review, and handoff boundaries.

    line 66
  15. Distinctive:

    Read scoring-and-output-schema.md before producing a formal report.

    line 68
  16. Distinctive:

    Read project-standards-handling.md before using or proposing project supplemental standards.

    line 70
  17. Distinctive:

    Read language-style-review-schema.md when another skill must consume the review report.

    line 72

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Language Style Review

Use this skill to audit scholarly wording and return scored findings, localized issues, candidate rewrites, and a handoff queue. It does not write the manuscript, update sentence status, or maintain revision state.

Boundaries

Do:

  • Review language at manuscript, chapter, section, paragraph, sentence, figure/table text, or citation-sentence level.
  • Score clarity, academic expression, terminology, and residue/mechanical-pattern risk.
  • Locate problems by object id or sentence when ids are available.
  • Provide candidate rewrites as suggestions only.
  • Explain why accepted professional terms or proper nouns should remain unchanged.
  • Create candidate project-standard items when the user asks to record a preference.
  • Distinguish between正文机理段 and摘要/引言/过渡段 when judging connector density, conceptual compression, and figure narration style.

Do not:

  • Update the latest draft, object library, sentence pass/fail state, revision count, or round directory.
  • Write to project supplemental review standards.
  • Perform full manuscript quality or benchmark readiness review; route to $post-manuscript-benchmark-review.
  • Perform formal sentence-level revision management; route to $revision-control.
  • Final-polish stable text as the primary task; route accepted rewrite execution to $academic-de-ai-polishing when appropriate.
  • Verify DOI, title, citation authenticity, or evidence sufficiency as final authority.

Core Rules

  1. Return review output, not official modifications.
  2. Respect user-specified disliked words, phrases, sentence rhythm, and translation concerns as high-priority signals.
  3. Keep field-specific terms if they are accepted professional terminology; explain the reason instead of rewriting them away.
  4. Flag operation records, prompt traces, project-management traces, TODOs, and file workflow residue in manuscript prose.
  5. Separate language problems from evidence, structure, citation-identity, or manuscript-readiness problems.
  6. When a problem implies structural rewriting, missing literature, or object-state changes, create a handoff item for $revision-control.
  7. Never add a project rule directly; produce candidate_rules for $revision-control to confirm with the user.

Workflow

  1. Identify scope, available object ids, manuscript language, field, target style, and any project standards path.
  2. Use review-workflow.md to choose independent, orchestrated, or revision-control handoff mode.
  3. Use scoring-and-output-schema.md for four-dimension scoring, issue tables, accepted-term notes, candidate rewrites, and handoff queues.
  4. Use project-standards-handling.md when project supplemental standards, terminology lists, problem-word lists, or user preferences are available.
  5. If benchmark-quality judgment is requested, route the quality portion to $post-manuscript-benchmark-review before language review.
  6. If official modification is requested, send the localized task queue to $revision-control.

Output Contract

Return:

  • review scope and source limits;
  • project standards used, if any;
  • four dimension scores to one decimal place;
  • main issues;
  • sentence/object-level issue table;
  • accepted terms/proper nouns that should remain;
  • candidate rewrites marked as non-final;
  • suggested $revision-control task queue;
  • candidate_rules when the user asks to record a preference.

Reference

Read review-workflow.md for activation modes, sequencing with benchmark review, and handoff boundaries.

Read scoring-and-output-schema.md before producing a formal report.

Read project-standards-handling.md before using or proposing project supplemental standards.

Read language-style-review-schema.md when another skill must consume the review report.

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.