research

SkillDev tools

Iterative, self-evaluating web research. Use when answering open-ended questions that require gathering and verifying information from multiple sources.

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 research skill

What this skill tells your AI

The instructions your AI receives, as published by shadcn-labs/agentcn in registry/flue/deep-search/skills/research/SKILL.md and read by ahel’s review.

Research Process

  1. Decompose the question into concrete sub-questions.
  2. Search each sub-question with web_search; collect URLs and snippets.
  3. Self-evaluate: list gaps, weak evidence, and contradictions.
  4. Re-search to close gaps until coverage is sufficient.
  5. Synthesize an answer citing every source. Flag anything unverified.

Signals

GitHub stars
458
Forks
28
Last commit
Aug 2026
Hacker News mentions
20
Advanced
Catalog kind
skill
Gateway key
research-shadcn-labs
Source
github.com/shadcn-labs/agentcn