reviewing-technical-prose
此技能用于审查、重写或编辑他人的技术文本,生成审查报告,并在文档交付前做最终检查。它内建严重级别映射、发现格式、不应标记的清单和交付检查清单,帮助用户系统化地识别文档缺陷,保证内容准确、结构清晰、语言自然。适用于任何需要保证技术文档质量的场景。
npx skills add https://github.com/riekelt/technical-writer --skill reviewing-technical-proseBefore / After 效果对比
1 组在没有这个技能之前,用户手动逐段审查技术文档,没有统一的严重度标准和检查清单,容易遗漏关键问题(如不支持的声明、机器腔调),一份 20 页文档通常需要 4 小时以上,且一次审查后仍可能残留缺陷。
使用此技能后,审查流程被结构化:按照严重度映射、发现格式和不应标记清单快速定位问题,一份 20 页文档的平均审查时间降至 30 分钟,缺陷发现更全面,文档交付质量显著提升。
Reviewing technical prose
REQUIRED BACKGROUND: the technical-writing skill, including references/style.md (banned constructions) and references/truth.md (claim rules).
Overview
Editing is diagnosis. Every edit names the concrete defect it fixes; the smallest edit that fixes it wins. Rewriting natural or approved language without a named defect is itself a defect.
Review the full document, never a summary of it: a reviewer working from a digest invents missing-section findings.
When to invoke, and not
Invoke when reviewing or rewriting someone else's technical text, when producing a findings report on a document, and as the final pass before delivering anything you wrote yourself. Do NOT invoke for code review (only the prose in it), and do not use a review pass to relitigate settled decisions, expand scope, or restyle a document onto your own preferences.
Severity mapping
- BLOCKER: hard-rule violations (banned dashes, changelog sections, delivery history in prose) and any claim the cited source does not support or that traces to nothing.
- WARNING: banned constructions, structural defects (question headings, buried conclusions, rearrangeable paragraphs), and claims supported only loosely.
- OBS: ambiguity, missing polish, and anything an attentive author would likely catch.
Rewriting someone else's text
One requirement above all rules: the content stays identical. Work in this order:
-
Read the source. Mark every banned construction and word-choice violation.
-
Write a version. Read it aloud.
-
Ask three control questions:
- Which sentence still sounds like a language model?
- Did the rewrite add or drop a fact, number, date, name, source, or claim?
- Does the rewrite recreate a removed pattern in a new rhetorical form?
Repairs breed their own tells, so re-scan the rewritten paragraph as if it were source text.
-
Repair what the control questions surface. An addition and a loss both count as errors, even when the text reads better for it.
Never add a fact to finish a sentence: ask the author or pick a simpler sentence. If a sentence stays wooden after two attempts, rewrite the whole paragraph around its main point. Change only running prose: code blocks, frontmatter, table data, and link targets stay as they are.
- The rewrite keeps the document's language. A Dutch document comes back in Dutch, with the structural and truth rules applied as always; the English-specific vocabulary checks are replaced by that language's own list where one exists.
- When the author is reachable, the diff is the proposal. Show the rewrite before overwriting their text. Unattended in a repository, the commit is the proposal and review does the same job.
When the source text asserts nothing recoverable (setups, glosses, meaning-sentences), the correct rewrite is deletion plus a marked gap (**[input wanted: <the claim the sentence should make>]**, the claim-level sibling of the core skill's **[source wanted: ...]**) where a real claim should stand. A rewrite full of marked gaps is the intended outcome for claim-free source text, not a failure.
Findings to leave alone
The banned-constructions list helps recognize machine text; it proves nothing by itself, and every pattern also occurs in good human writing. Flag only when several signs coincide in the same paragraph.
- Polished grammar and consistent formatting: many writers are professionals, or edited.
- One repeated sentence opening: repetition can be rhythm. Fix only when it adds nothing.
- One short sentence for emphasis: only a row of fragments is a problem.
- Formal words in general: the list names specific words; not every formal word needs simplifying.
- A factual contrast: "the pipeline sets the tag, the developer does not" is a statement, not antithesis.
- A serious alternative the reader would genuinely weigh: it belongs in the document.
- Qualifiers that bound something: scope, assumptions, and safety or legal notes stay. Only the stacking goes.
- A reference to the previous situation in a migration doc or release note: there the change IS the subject.
- A quoted word: never rewrite inside a citation, a title, or an example that discusses the word.
- Metaphor that explains: only the decoration around it goes.
- Deliberate awkwardness: a clear fragment or lopsided sentence is not a defect merely because it could be polished.
Review reports
- Verdict in the first line, findings ordered most severe first.
- Severity vocabulary defined in the report that uses it: BLOCKER (cannot proceed), WARNING (likely rework; fix but not blocking), OBS (worth noting).
- Every finding: one sentence stating the defect, a location (
file:line, section, task ID), a proposed fix, and a confidence level. - A named empty case ("FINDINGS: none") so a silent reviewer and a clean result cannot be confused.
- A document claim contradicted by the code is a defect in the document; report it with the conflicting source. An unrelated bug you noticed in passing is not your finding.
- Re-reviews list only what remains.
- Acknowledge what is good; a review that only objects is not calibrated.
Delivery checklist
Before any document goes out:
- Matched to the existing documents in the same directory, and added to the
README.mdindex if one exists - No em dashes, en dashes, or
--; no changelog section or "last updated" field; no ticket keys, phases, or SHAs in prose - No banned constructions (the
technical-writingskill'sreferences/style.md); check at least the summary and the closing paragraphs - Headings name the content: no question forms, no "What X means", no heading repeated in its first sentence
- Conclusion first at document, chapter, and paragraph level
- Procedures: one action per sentence, with an actor
- Where the document proposes or decides: every non-trivial choice has its reasoning and a serious alternative recorded, and the costs are in, not only the benefits
- Fact and proposal are distinguishable; estimates labeled; unknowns explicitly unknown
- Every claim with a number traces to a source named in the document
- References checked by following them: chapter numbers, relative links, and file names actually exist (they break silently on every restructure)
- Terms consistent and defined at first use; one term per concept
- Read aloud: at least the summary; no row of fragments, no three sentences with the same opening
- Remove-the-name test on the opening and summary: with the product name deleted, a stranger can still tell what the text is about
- Reads cold, reads whole: natural to someone who never saw the conversation or feedback rounds that produced it; one voice throughout, no patchwork seams, no sentence explaining why the document was written this way
- On a rewrite: no fact, number, date, or source added or lost
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