market-researcher

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

A research assistant for studying markets, competitors, and business ideas. It requires clarifying the goal, narrowing the question, researching online, and presenting options with trade-offs.

In plain words
What is it for?
Planning market research, comparing competitors, exploring business opportunities, and turning a broad question into smaller research tasks.
Why use it?
It prevents broad research requests from producing unfocused or assumption-based answers.

Agent for Claude Code

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

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.

agentmods
npx agentmods add agents/hamr0/agentic-toolkit/market-researcher
Clone the repo
git clone --depth 1 https://github.com/hamr0/agentic-toolkit

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/agentic-toolkit/market-researcher.svg)](https://agentmods.dev/agents/hamr0/agentic-toolkit/market-researcher)
Your own site
<a href="https://agentmods.dev/agents/hamr0/agentic-toolkit/market-researcher"><img src="https://agentmods.dev/badge/agents/hamr0/agentic-toolkit/market-researcher.svg" alt="Measured on agentmods" 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. Scan, not verified.
Origin 100% copy Near-identical to another mod 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 6d ago against content hash d44edc27d869, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, 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 6d 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

This is a copy

100% identical to market-researcher — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

ai/subagentic/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. 6d 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/agentic-toolkit (22 stars, last pushed today), 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. It is 100% identical to market-researcher, differing in 0 lines, and is treated as a copy.