Category

Editing & Proofreading skills

Editing skills fix a text without taking it over. They correct spelling, grammar and punctuation, or tighten a headline, and they leave your wording, numbers and names alone. That restraint is the point of the category: a skill that quietly rewrites your sentences is not an editor. What is not here: translation, fact-checking and full ghostwriting. We test editing skills by planting known mistakes in real text and counting how many are fixed, how many are missed and whether anything correct was changed. The result, for a strong and a weak model, is printed on each skill page.

2 skills

  • Proofread Text With AI: Fix Only the Errors

    Editing & Proofreading

    SKILL.md · v1.0.4 · 6.1 KB

    Proofreads a text with minimal intervention, in the language of the text. Fixes spelling, grammar, punctuation and obvious typos, keeps everything else, and returns the corrected text plus a short list of changes for review. Use when asked to proofread, correct, spell-check or fix the mistakes in a text without rewriting it.

    $0.05once

    • x402
    • USDC
    • Base
    Get skill

    Tested with Sonnet and Haiku, 30 Sep 2026

  • Recommended

    Document Consistency Check: Find Contradictions

    Editing & Proofreading

    SKILL.md · v1.0.2 · 7.4 KB

    Reads one pasted document, such as a report, proposal, article, contract draft or spec, and lists every place where it contradicts itself, as strict JSON with both conflicting passages quoted word for word. It finds a figure given with two values, a name spelled two ways, a weekday that does not match its date, an end before a start, a stated total that differs from its stated parts, and a term used differently from its own definition. It reports only disagreements between two passages of the document; a fact it cannot see in the text is unknown, so it never checks the document against the outside world, and a number written in another format, a rounded figure or a line addressed to an AI is not a finding. Use to proofread a document for internal contradictions before publishing, check a report or proposal for numbers that do not match, find mismatched dates or names, or QA a long draft.

    $0.05once

    • x402
    • USDC
    • Base
    Get skill

    Tested with Sonnet and Haiku, 8 Oct 2026

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