Web Research

SkillDev tools

Research a topic on the web and return a structured summary with cited sources.

Then ask your AI: use the Web Research skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add it as a step in a pipeline you build on Ahel, or connect Ahel to Claude, ChatGPT, Cursor, Claude Code or Codex and ask your AI to use it.

What this skill tells your AI

The instructions your AI receives, as published by rexleimo/agno-go in skills/web-research/SKILL.md and read by Ahel’s review.

When to use

Use this skill when the user asks to research, investigate, or find information about a topic on the web.

Steps

  1. Formulate 2-3 search queries covering different angles of the topic.
  2. Fetch and read the top results for each query.
  3. Extract key facts, numbers, and claims with their source URLs.
  4. Write a structured summary: overview, key findings, sources.

Output format

Return the summary as markdown with a "## Sources" section listing URLs.

Notes

  • Prefer primary sources (official docs, papers) over secondary articles.
  • If results conflict, note the disagreement explicitly.

Signals

GitHub stars
67
Forks
9
Last commit
Sep 2026
Advanced
Item type
skill
Key
web-research-rexleimo
Source
github.com/rexleimo/agno-go