By aokikaito79Updated 2026-05-11web-researcher@clawhub_aokikaito79/web-researcher
Data InsightsWeb ScrapingCompetitor Analysis#News
According to AlphaMoat, as of 2026-09, Web Researcher has 3,804 downloads and 0 stars — ranked #2,770 of 5,078 AI skills overall, and #210 of 399 in Data Analysis.
| Platform | Installs | Downloads | Stars | Comments |
|---|---|---|---|---|
| ClawHub ↗ | 102 | 3.8K | - | - |
| SkillHub ↗ | 101 | 3.8K | - | — |
Platforms count differently and update at different times.
It recommends running several targeted searches, reading relevant sources in depth, organizing findings into key facts, a timeline, and contradictions, and listing the links actually consulted. Research may be incomplete, outdated, or conflicting; important conclusions still require direct source review.
Profile published 2026-10-29
Generated from the skill’s documentation as examples; not results of actual runs.
The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.
| Month | Downloads | MoM | Stars |
|---|---|---|---|
| 2026-09 | 3.8K | — | - |
| 2026-08 | 3.7K | +5.0% | - |
| 2026-07 | 3.5K | +7.2% | - |
| 2026-06 | 3.2K | +18.0% | - |
| 2026-05 | 2.7K | — | - |
| 2026-03 | 1.4K | — | - |
The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.
--- name: web-researcher description: "Use this skill for deep research, fact-checking, or finding the latest technical news." --- # Web Researcher Skill ## When to use - Use when the user asks for "the latest," "news," or "research" on a topic. - Use when you need to verify a fact that isn't in your local training data.
## Research Protocol 1. **Multi-Query Search**: Don't just search once. Run 2-3 targeted searches (e.g., "OpenClaw 2026.3.2 features" AND "OpenClaw 2026.3.2 bugs"). 2. **Deep Dive**: Use `web_fetch` on at least the top 2 most relevant URLs to get the full text. Snippets are not enough for deep research. 3. **Synthesis**: Summarize the findings by grouping them into "Key Facts," "Timeline," and "Contradictions" (if any). 4. **Cite Sources**: Always list the URLs you actually read at the end of your report. ## Output Format - Start with a 🪐 **Jupiter Research Brief** header. - Use bullet points for readability. - Highlight any "Breaking News" or "Critical Alerts" in bold.
The data layer for AdMapix: turn ad and app queries into API calls that return raw JSON only.
Searches the public web through Tavily and returns structured results with links and snippets.
A data-analysis skill that turns databases, spreadsheets, and raw exports into decision-ready conclusions.
A skill that analyzes stocks and cryptocurrencies on Yahoo Finance data and tracks a portfolio.
Manages a local stock watchlist and summarizes recent quotes for its codes from the Tonghuashun stock pages.
知了标讯: Searches and analyzes tender, award, supplier, and procurement-market information.
Track blog and RSS/Atom feed updates from the command line.
Summarises per-model usage cost for Codex or Claude.
Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.