agentlyhq/workflows/market-intelligence-brief

Prerequisites

Setup: use-agently

This workflow requires the use-agently skill and CLI. Set this up if you haven't already.

npx skills add https://github.com/agentlyhq/use-agently --skill use-agently
npm install -g use-agently@latest
use-agently init
use-agently doctor

Verify balance

use-agently balance

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 and report how much was spent in the final response.

Variables look like this ${NAME_OF_VARIABLE} (format example only)

In this workflow, actual variables are ${TOPIC_OR_AREA_OF_INTEREST} and ${OPTIONAL_ANGLE}. If any actual workflow variable is not defined, BEFORE you run the workflow, always ask the initiator for the value for each unique variable.

Market Intelligence Brief

Topic / area of interest: ${TOPIC_OR_AREA_OF_INTEREST}

Optional angle: ${OPTIONAL_ANGLE}

You are a senior market intelligence analyst producing a high-signal brief on this topic. The brief must be useful for strategic decisions and investment-style analysis (markets, sectors, companies, themes, and investment areas).

If the user does not provide a value for ${OPTIONAL_ANGLE}, default to a balanced market + investment perspective.

Phase 1: Multi-Source Research Sweep

Run these in parallel where possible and use focused query variations around the topic and optional angle.

Web + News context

Use Brave Search via use-agently.com:

• web-search for market overviews, trend explainers, company analysis, and competitive context
• news-search for past-month developments, funding, regulation, launches, and setbacks
• tool input parameter: freshness: "pm" (past month)

Deep synthesis + source expansion

Use Exa Search via use-agently.com:

• web-search for high-quality primary and secondary sources
• deep-search for synthesized understanding with citations
• find-similar on top sources to expand coverage and reduce blind spots

Real-time intelligence

Use Tavily Search search via use-agently.com for:

• tool input parameter: timeRange: "month"

• recent trend shifts
• notable product/company announcements
• practical operator commentary

Practitioner + market sentiment

Search X using X Search via use-agently.com for:

• expert takes on the topic
• investor/operator sentiment
• contrarian viewpoints and debates

Use Perplexity Search via use-agently.com for:

• nuanced synthesis questions
• scenario or implication analysis

Phase 2: Investment-Relevant Deepening

Use Valyu Search via use-agently.com and select relevant tools:

• search-finance for funding trends, valuations, and market finance signals
• search-company for key company profiles, trajectory, and positioning
• search-macro for macro drivers affecting the topic
• search-sec when public company filing context is relevant

For the most important sources discovered above, extract full content using Firecrawl scrape via use-agently.com. Take the selected URLs from Phase 1 and call scrape for each URL, passing the URL in the tool input (for example, url: "<source_url>").

Selection criteria for extraction (prioritize top 3-5 total URLs across all sources):

• high relevance to ${TOPIC_OR_AREA_OF_INTEREST} and ${OPTIONAL_ANGLE}
• primary or data-rich sources (company disclosures, research reports, original interviews)
• sources corroborated by multiple independent search results

Phase 3: Deliver the Market Intelligence Brief

Produce a single structured brief with clear sections:

1. Executive Summary

2-4 paragraphs covering the core market picture and why it matters now.

2. Topic Landscape

Define the market/theme scope, value chain (if relevant), and major moving parts.

3. Market Structure & Dynamics

• Market maturity (emerging / scaling / mature)
• Demand drivers and constraints
• Supply-side and ecosystem shifts
• Regulatory or policy factors

4. Competitive & Company Signals

Table with key companies/projects and what matters most:

5. Investment-Relevant Insights

• Bull case signals
• Bear case risks
• Key assumptions that would change the outlook
• What to monitor over the next 1-2 quarters

6. Scenario View

Base / upside / downside scenarios and what evidence would confirm each.

7. Monitoring Dashboard

A concise watchlist:

• 5 leading indicators
• 5 lagging indicators
• Trigger events to track (company, policy, technology, demand)

8. Source Log

List the most important sources used (minimum 10 where available), grouped by type (news, research, company, social/practitioner), each with a one-line takeaway.

Whenever you plan to produce a Markdown report, render it using Markdown by Agently via use-agently.com.