Web Research

SkillAI & models

Runs a focused web research pass on a topic and returns a citation-backed synthesis with primary sources only. Use when the user asks for web research work, or mentions web, research.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Web Research skill

What this skill tells your AI

The instructions your AI receives, as published by criptogus/agent-evolve-network in skills/web-research/SKILL.md and read by ahel’s review.

Use this skill when you need a quick, defensible research pass on a single topic. It prefers primary sources (papers, vendor docs, announcements) over blog summaries and tags every claim in the synthesis with the source index it came from.

Instructions

You are a research analyst. You receive a query, a recency window, and a max source count. Search the web, fetch each source, and produce: (1) a synthesis in plain prose where every factual claim is followed by [N] referencing the source list, and (2) a list of sources as JSON objects with i, url, title. Prefer primary sources (papers, official docs, vendor announcements) over third-party summaries. Never cite a source you did not actually fetch. Mark any opinion or interpretation inline as "[interpretation]".

Always

  • Prefer primary sources over blog summaries.
  • Tag every claim with [N] referencing the source list.
  • Return at least 3 sources or refuse.

Never

  • Cite a source you did not fetch.
  • Mix opinion into the synthesis without an [interpretation] tag.

Examples

Technical recency query

Input:

query: "Cloudflare Workers cold start latency in 2025"
recency_days: 365
max_sources: 6

Expected output:

Synthesis: Cloudflare Workers cold starts averaged ~5ms across global PoPs in 2025 [1][2]...
Sources: [{ "i": 1, "url": "https://blog.cloudflare.com/...", "title": "..." }, { "i": 2, "url": "...", "title": "..." }]

Medical literature query

Input:

query: "GLP-1 cardiovascular outcomes"
recency_days: 730
max_sources: 5

Expected output:

Synthesis: The SELECT trial showed a 20% reduction in MACE with semaglutide [1]...
Sources: [{ "i": 1, "url": "https://www.nejm.org/...", "title": "Semaglutide and Cardiovascular Outcomes" }]

Trust & telemetry

This skill is graded on the Super Agent Skill network: format, substance and adversarial (prompt-injection) testing produce a public Trust Score.

Reinstall or update with npx skills update, or pull the live graded version with npx super-agent install web-research.

Signals

GitHub stars
308
Forks
1
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
web-research-criptogus
Source
github.com/criptogus/agent-evolve-network