web-researcher
Skill48 starsChanged 5 months agoMITView on GitHub
Advanced web research — search, extract, and synthesize information from multiple sources. Use when the user needs research, fact-checking, competitive analysis, or information gathering.
- Reads credentials
5 other projects use a version of this.
Adopted by
Most recently taken up by
- Jacobinwwey/notemdprotheir own version, first seen Oct 5, 2026
- zeroclaw-labs/zeroclaw-skillstheir own version, first seen Sep 24, 2026
- markbaindesign/bain-studiotheir own version, first seen Jul 22, 2026
- almax000/claude-skillstheir own version, first seen Apr 19, 2026
- xcrrr/claude-skillstheir own version, first seen Mar 19, 2026
Other versions5 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 5
- zeroclaw-labs/zeroclaw-skills★ 65same name
- xcrrr/claude-skills★ 6same name
- Jacobinwwey/notemdpro★ 2same name
- almax000/claude-skills★ 1same name
- markbaindesign/bain-studio★ 0same 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 repository22 other files it gives its agents.
- AGENTS.mdAGENTS.md
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- hermes-workspaceSkill
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- react-reasoningSkill
- relay-for-telegramSkill
- scraplingSkill
- security-auditorSkill
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The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 5 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 60
Always cite sources — never present research without attribution
- Distinctive: line 67
Every claim should have at least one source URL
“Common” is measured: kept by at least 6 in 10 of the 5 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Web Researcher
Multi-source research agent with structured synthesis.
When to Use
- User asks to research a topic, company, person, or technology
- User needs competitive analysis or market research
- User wants fact-checking or source verification
- User needs summarized information from multiple web sources
Procedure
- Parse the research query to identify key topics and constraints
- Generate 3-5 diverse search queries covering different angles
- Execute searches in parallel using available search tools
- For each promising result, extract the full page content
- Cross-reference facts across multiple sources
- Synthesize findings into a structured report with citations
- Flag any conflicting information between sources
Research Output Format
# Research: [Topic]
## Key Findings
- Finding 1 (Source: [url])
- Finding 2 (Source: [url])
## Detailed Analysis
[Structured analysis with inline citations]
## Sources
1. [Title](url) - Relevance: High/Medium/Low
2. [Title](url) - Relevance: High/Medium/Low
## Confidence & Gaps
- Confidence: High/Medium/Low
- Information gaps: [what couldn't be verified]Pitfalls
- Always cite sources — never present research without attribution
- Cross-reference claims across at least 2 sources
- Note when information is from a single source only
- Be explicit about information freshness and publication dates
- Distinguish between facts, analysis, and speculation
Verification
- Every claim should have at least one source URL
- Key facts should be cross-referenced across sources
- Report should explicitly state confidence level
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
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.

