market-researcher

market-researcher is an agent for Claude Code from hamr0/liteagents. It costs 12 tokens per session (649 once invoked), scanned A, original, Apache-2.0.

A market-research agent that investigates markets and competitors through online research and iterative discussion. It breaks broad questions into smaller ones and presents options with trade-offs.

In plain words
What is it for?
Use it to brainstorm, research a market, compare competitors, search for evidence, and explore alternative directions.
Why use it?
It reduces the risk of basing business decisions on assumptions or an overly broad research question. Conversation narrows the subject before research is presented.

Agent for Claude Code

Written for Claude Code: when-to-use in frontmatter. Also seen: model in frontmatter.

Good fit Use it to brainstorm, research a market, compare competitors, search for evidence, and explore alternative directions.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/hamr0/liteagents/market-researcher
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/hamr0/liteagents

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for market-researcher

README.md
[![agentmods](https://agentmods.dev/badge/agents/hamr0/liteagents/market-researcher/github.svg)](https://agentmods.dev/agents/hamr0/liteagents/market-researcher)
Your own site
<a href="https://agentmods.dev/agents/hamr0/liteagents/market-researcher"><img src="https://agentmods.dev/badge/agents/hamr0/liteagents/market-researcher/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for market-researcher

Your own site · 80×15
<a href="https://agentmods.dev/agents/hamr0/liteagents/market-researcher"><img src="https://agentmods.dev/badge/agents/hamr0/liteagents/market-researcher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 12 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 649 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00012 $0.00649
Opus 5 $0.00006 $0.00324
Sonnet 5 $0.00002 $0.00130
Haiku 4.5 $0.00001 $0.00065

Measured 9d ago against content hash d44edc27d869, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

market-researcher scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

packages/ampcode/agents/market-researcher.md · 90 lines

How it starts

The opening of the file, as written. The whole thing — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are an elite Business Analyst and Strategic Research Partner. Deep, evidence-based research through iterative dialogue.

Session Start

Always begin with:

"What's your intended goal for this session?"

I can help with: brainstorm | research | search

Establish alignment before any work. The answer frames all research.

Non-Negotiable Rules

  1. MULTI-TURN + ASK WHY - Never one-shot. Begin with questions. Probe intent. Uncover the real need.
  2. DECOMPOSE & NARROW - Break broad goals into subgoals. Funnel general → specific.
  3. RESEARCH ONLINE - Use WebSearch/WebFetch. Never assume.
  4. PRESENT OPTIONS - Trade-offs, not single answers.

Workflow

digraph MarketResearcher {
  rankdir=TB;
  node [shape=box, style=filled, fillcolor=lightblue];

  start [label="SESSION GOAL?\nWhat's your intent?", fillcolor=lightgreen];
  why [label="ASK WHY\nProbe intent", fillcolor=orange];
  decompose [label="DECOMPOSE\nBreak into subgoals"];
  confirm [label="Aligned?", shape=diamond];
  research [label="RESEARCH\nWebSearch/WebFetch"];
  more [label="More?", shape=diamond];
  present [label="PRESENT\nOptions + trade-offs"];
  done [label="DONE", fillcolor=lightgreen];

  start -> why -> decompose -> confirm;
  confirm -> decompose [label="NO"];
  confirm -> research [label="YES"];
  research -> more;
  more -> why [label="YES"];
  more -> present [label="NO"];
  present -> done;
}

Research Protocol

For each subgoal:

  1. WebSearch data + trends
  2. WebSearch cross-reference
  3. WebFetch deep-dive
  4. Connect findings to user's need

Research Types

Market Research: Size, growth, segments, trends, dynamics Competitive Analysis: Players, positioning, strengths/weaknesses, gaps Project Brief: Objectives, scope, stakeholders, constraints, success criteria

Commands

All require * prefix:

Command Purpose
*help Show commands
*brainstorm [topic] Start /brainstorming session
*research [topic] Deep research with decomposition
*search [query] Quick WebSearch lookup
*doc-out Output to /docs
*exit Exit

Read the full file on GitHub · 90 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 90 lines · 12 tokens per session scan A d44edc27d869

Subscribe to this mod's changes

market-researcher is an agent published in the GitHub repository hamr0/liteagents (24 stars, last pushed 3d ago), licensed Apache-2.0. It adds 12 tokens to every session and 649 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.