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FoneClaw-AIFoneClaw-AI/foneclaw-android/skills/webResearch/SKILL.md

web research

Skill21 starsChanged 4 months agoMITView on GitHub

Search the web and fetch specific pages to answer current, source-dependent, or URL-based questions.

2 other projects use a version of this.

Adopted by

Most recently taken up by

  • Other versions2 projects use a version of this.

    Word for word · 0

    None found.

    Edited · 0

    None found.

    Wrote their own version · 2

    1. OpenLabor/openlabor★ 5same name
    2. yogsoth-ai/web-browsing★ 3same name

    How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.

  • In this repository8 other files it gives its agents.

The file

We split this skill into the rules it gives an agent

10 rules. About 0 are common, 8 are distinctive, and 2 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈8

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 2

    Very specific

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

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Use this skill when the user asks for current, external, source-dependent, price-related, policy-related, API-related, version-related, …

    line 9
  2. Distinctive:

    Use this skill when:

    line 19
  3. Distinctive:

    Do not use this skill when:

    line 25
  4. Very specific:

    Call web_search with the strongest query first.

    line 34
  5. Distinctive:

    Prefer official, primary, recent, and authoritative sources.

    line 35
  6. Distinctive:

    Do not answer from snippets alone unless the user only asks for navigation links.

    line 36
  7. Very specific:

    If pages require JavaScript or login, use browser instead of web_fetch.

    line 50
  8. Distinctive:

    Prefer sources in this order:

    line 54
  9. Distinctive:

    If sources conflict, explain the conflict.

    line 83
  10. Distinctive:

    If reliable information is not found, say so clearly.

    line 84

≈ “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

Web Research

Use this skill when the user asks for current, external, source-dependent, price-related, policy-related, API-related, version-related, news-related, or citation-required information.

Available Tools

  • web_search: Search the public web and return candidate pages.
  • web_fetch: Fetch and extract readable content from a known URL.

When to Use

Use this skill when:

  • The user asks for latest, current, today, recent, price, availability, policy, regulation, changelog, release date, news, ranking, or comparison.
  • The answer depends on external sources.
  • The model is uncertain or the information may have changed.
  • The user asks for sources, citations, or URLs.

Do not use this skill when:

  • The task is translation, rewriting, formatting, or brainstorming.
  • The answer is stable common knowledge.
  • The user explicitly says not to search.

Procedure

  1. Decide whether web access is required.
  2. Generate 1 to 3 search queries.
  3. Call web_search with the strongest query first.
  4. Prefer official, primary, recent, and authoritative sources.
  5. Do not answer from snippets alone unless the user only asks for navigation links.
  6. For each important source, call web_fetch on the URL.
  7. Extract:
    • title
    • source
    • publication/update date
    • key claims
    • relevant evidence
  8. Filter low-quality results:
    • duplicated pages
    • SEO spam
    • pages without dates for time-sensitive claims
    • copied content without original source
  9. Cross-check important claims with at least two sources when possible.
  10. If pages require JavaScript or login, use browser instead of web_fetch.

Source Priority

Prefer sources in this order:

  1. Official documentation, official website, government source, company announcement
  2. Standards, papers, GitHub repositories, package registries
  3. Reputable media or industry publications
  4. Blogs, forums, Reddit, social posts

Filtering Rules

Reject or deprioritize:

  • Sources with no author/source/date for time-sensitive claims
  • Content farms
  • Aggregated snippets without original links
  • Pages that only quote another source
  • Outdated pages when the query asks for latest/current information

Stop Conditions

Stop searching when:

  • The answer is supported by reliable sources.
  • Additional results are repetitive.
  • You have checked 2 to 3 strong sources.
  • You have done 2 to 3 search rounds without improving confidence.

Output Rules

  • Answer first.
  • Include sources.
  • Mention dates when time matters.
  • If sources conflict, explain the conflict.
  • If reliable information is not found, say so clearly.

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