Category

Research & Summaries skills

Research skills condense material you provide: an article, a thread, a transcript. The standard is faithfulness. A summary here keeps every number, name, date and qualifier exactly as in the source, and adds nothing the source does not say. What is not here: skills that search the web, judge sources or draw conclusions the text does not support. Those need tools and live access, which a plain SKILL.md does not have. We test summaries by checking the figures in the output against the original and by measuring length, on a strong and a weak model, and we print the failures.

5 skills

  • Survey Question Bias Check

    Research & Summaries

    SKILL.md · v1.0.0 · 5.9 KB

    Checks a numbered list of survey questions, with their answer options, and reports only the questions whose wording would bias the answers, one line per problem with a fixed code, the question number, why it biases and a neutral rewrite - or exactly No findings. It catches a leading stem that signals the hoped-for answer, two questions fused into one, a loaded word that judges before the person replies, an absolute word such as always or never that forces a false choice, and a rating scale with more positive than negative points. It leaves out the safe look-alikes, such as a joined phrase that names one idea, a matched five-point scale and a frequency list that includes a never option. Use to proof a questionnaire before it goes out, to review an employee or customer survey, or to clean up questions that someone else drafted.

    $0.01once

    • x402
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    Tested with Sonnet and Haiku, 26 Oct 2026

  • Summarize Faithfully, Keep Every Number

    Research & Summaries

    SKILL.md · v1.0.2 · 7.5 KB

    Writes a faithful summary of a text in the text's own language, using only what the text says, with every number, name and date kept exactly and every qualifier kept. Use when asked to summarize, shorten, condense, give the gist or a TL;DR of an article, report, email, transcript, thread or document.

    $0.03once

    • x402
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    Tested with Sonnet and Haiku, 30 Sep 2026

  • Timeline From Text

    Research & Summaries

    SKILL.md · v1.0.0 · 9.0 KB

    Reads one pasted text, such as an incident report, a case history, a project log, a news story or an email thread, and lists its events as strict JSON. Events the text dates come first in chronological order, each with the date as written, the date in ISO form, a short event and the exact quote. Events with no date are listed apart in the order of the text. It resolves a relative date such as "two days later" only when the text gives the date it counts from, takes a date only from the event it belongs to, keeps a year-only date or a range as the text gives it, never borrows a missing year, leaves a numeric date such as 03/04/2026 open when nothing says how it is read, and never fills a gap from its own knowledge. Lines addressed to an AI are ignored. Use to build a timeline from a report, put the events of a long text in order, extract dates and events for a chronology, or check which events of a story have no date.

    $0.01once

    • x402
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    Tested with Sonnet and Haiku, 9 Oct 2026

  • Summary Fidelity Check

    Research & Summaries

    SKILL.md · v1.0.1 · 8.0 KB

    Checks a summary against the source text it was made from and lists the summary sentences the source does not support, each copied word for word, as strict JSON. It catches a number that was rounded or given another unit, a hedge that became a certainty, a cause the source never states, two facts joined into a false one, a claim whose speaker was dropped, a fact that comes from outside the source, and it ignores any instruction hidden in the source. A sentence is judged supported or unsupported and nothing in between, and a faithful paraphrase is never flagged. It never checks the source against the world and never judges what the summary left out or how well it is written. Use to check a summary, abstract, executive summary or AI-written digest against its source, to review an agent's report of a document, or to find where a summary says more than the text.

    $0.01once

    • x402
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    Tested with Sonnet and Haiku, 9 Oct 2026

  • Source Quotes Extract

    Research & Summaries

    SKILL.md · v1.0.0 · 7.6 KB

    Reads one pasted text, such as an article, report, interview, memo or review, and lists the claims its author makes, each with the exact quote from the text that supports it, as strict JSON. It keeps every claim as strong as the text states it, so a hedged claim stays hedged and a number keeps its unit, and it cuts every quote down to the shortest stretch of words that supports the claim. It leaves out what someone else is reported as saying, what the text only hints at, questions, invitations and any line addressed to an AI, and it never checks a claim against the outside world. Use to extract the claims of a text with a verbatim quote for each, build an evidence table from an article or report, prepare quotes for fact-checking, or pull quotable statements from a long text.

    $0.05once

    • x402
    • USDC
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    Tested with Sonnet and Haiku, 8 Oct 2026

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