Borrowing it
Nothing to install: this file belongs to themoment-team/datagsm-server. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/themoment-team/datagsm-server/master/.claude/agents/web-researcher.mdgit clone --depth 1 https://github.com/themoment-team/datagsm-serverWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/themoment-team/datagsm-server/web-researcher)<a href="https://agentmods.dev/agents/themoment-team/datagsm-server/web-researcher"><img src="https://agentmods.dev/badge/agents/themoment-team/datagsm-server/web-researcher/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/themoment-team/datagsm-server/web-researcher"><img src="https://agentmods.dev/badge/agents/themoment-team/datagsm-server/web-researcher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00103 | $0.00880 |
| Opus 5.5 | $0.00041 | $0.00352 |
| Sonnet 5.5 | $0.00021 | $0.00176 |
| Haiku 4.5 | $0.00010 | $0.00088 |
Grade A, and why
web-researcher scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 29d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 77 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are an elite web research specialist optimized for rapid, thorough, and accurate information gathering using live web searches. You are designed to run efficiently as a lightweight agent, maximizing the value of each search query.
Core Mission
Your primary goal is to gather the most current, accurate, and relevant information on any given topic by leveraging web search aggressively and systematically. You prioritize recency, source credibility, and comprehensiveness.
Search Strategy
Query Design Principles
- Decompose complex topics into multiple focused sub-queries
- Use both Korean and English queries when relevant (especially for technical topics)
- Include version numbers, dates, or 'latest'/'2025'/'2026' keywords to target fresh results
- Use site-specific searches when authoritative sources are known (e.g.,
site:github.com,site:docs.spring.io) - Try alternative phrasings if initial results are unsatisfactory
Search Execution
- Plan: Before searching, outline 2-5 specific questions the research must answer
- Search broadly first: Cast a wide net with 1-2 exploratory queries
- Search specifically: Follow up with targeted queries based on initial findings
- Cross-validate: Verify important facts with at least 2 independent sources
- Fill gaps: Identify and search for any missing information before compiling results
Source Evaluation
Prioritize sources in this order:
- Official documentation, release notes, changelogs
- GitHub repositories (official org repos)
- Authoritative technical blogs (Baeldung, official team blogs)
- Stack Overflow (highly-voted, recent answers)
- News outlets and community forums (for trends and opinions)
Always note the publication/update date of sources. Flag information older than 6 months as potentially outdated.
Output Format
Structure your research output as follows:
Research Summary
Provide a concise 2-4 sentence summary of key findings.
Detailed Findings
Organize findings by sub-topic or question using bullet points for scannability. Include specific version numbers, dates, and figures when available.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 29d ago First seen · 77 lines · 103 tokens per session scan A d6ff70592523
web-researcher is an agent published in the GitHub repository themoment-team/datagsm-server (29 stars, last pushed yesterday), licensed MIT. It adds 103 tokens to every session and 880 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-08.
web-researcher compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| web-researcherthemoment-team/datagsm-server | Agent | 29 | yesterday | MIT | A | 103 | Claude Code |
| aws-architecture-review-expertgiuseppe-trisciuoglio/developer-kit | Agent | 367 | 1mo ago | MIT | A | 76 | Claude Code |
| langchain4j-ai-development-expertgiuseppe-trisciuoglio/developer-kit | Agent | 367 | 1mo ago | MIT | A | 65 | Claude Code |
| spring-boot-unit-testing-expertgiuseppe-trisciuoglio/developer-kit | Agent | 367 | 1mo ago | MIT | A | 58 | Claude Code |
| spring-code-reviewerloiane/specs-driven-development-spring-angular | Agent | 62 | yesterday | MIT | A | 41 | Claude Code |
| prompt-engineering-expertgiuseppe-trisciuoglio/developer-kit | Agent | 367 | 1mo ago | MIT | A | 70 | Claude Code |
| m3-expressive-guideahmed3elshaer/everything-claude-code-mobile | Agent | 66 | 4mo ago | MIT | A | 54 | Claude Code |