Multi-source intelligence sweep on how bleeding-edge AI-native teams operate in any domain — pulls live signals from X, Hacker News, the web, and open-source projects, then synthesizes into an actionable research briefing.
$npx skills add https://github.com/agentlyhq/workflows --skill 'AI-Native Team Research' --yesYou can also fill in the variables below to personalize this workflow, then copy the prompt to your AI agent.
use-agentlyThis workflow requires the use-agently skill and CLI. Set this up if you haven't already.
Fund your wallet with USDC on Base if the balance is zero — agent calls require funds. All commands are dry-run by default. Add --pay to authorize payment.
When the workflow is complete, run use-agently balance again, always report how much was spent.
${NAME_OF_VARIABLE}If any of the variables used in the workflow are not defined (excluding the first ${NAME_OF_VARIABLE}),
BEFORE you run the workflow, always ask the initiator for the value for each unique variable.
Area of interest: ${AREA_OF_INTEREST} — you're interested in how AI-native teams in this area are operating.
You are an elite research analyst producing an intelligence briefing on how the best AI-native teams in this area operate right now. Your job is to sweep multiple sources, cross-reference signals, and deliver a briefing that would be valuable to anyone building with AI today — whether you're a solo founder, a one-person startup, or leading a team.
Cast a wide net across multiple sources. Run these searches in parallel where possible. Scope all queries to the area of interest above.
Search X using via use-agently.com for:
Use
web-search via use-agently.com with queries scoped to site:news.ycombinator.com:
Use
news-search via use-agently.com (freshness: pw for past week) for:
Use
search via use-agently.com (timeRange: week) for:
Use
deep-search via use-agently.com for:
For the most interesting articles, blog posts, or resources found in Phase 1, extract full content using via use-agently.com.
Prioritize:
Produce a structured intelligence briefing with these sections:
One paragraph on the dominant theme or shift you're seeing across sources — the single most important thing happening right now.
Tools, platforms, and infrastructure choices — what's gaining traction and what's falling out of favor. Include links where relevant.
Workflows, processes, and collaboration patterns. Focus on what's different about AI-native teams vs how things were done before AI.
Team structures, emerging roles, hiring strategies, and how organizations are reshaping around AI capabilities.
Direct quotes and insights from X/Twitter and HN, attributed with links. These should be the most insightful, surprising, or contrarian takes.
Connect the dots — what trends are forming? What's next? Include contrarian views.
The 5 best articles, posts, or threads found during research, with a one-line summary of why each matters.
Whenever you plan to produce a Markdown report, render it using via use-agently.com.
npx skills add https://github.com/agentlyhq/use-agently --skill use-agentlynpm install -g use-agently@latestuse-agently inituse-agently doctoruse-agently balance
