opportunity-finder

opportunity-finder is an agent for Claude Code from michaelboeding/skills. It costs 17 tokens per session (336 once invoked), scanned A, original, MIT.

A market research agent that looks for underserved customer groups, unmet needs, technology gaps, timing advantages, and ways to enter a market.

In plain words
What is it for?
Use it to identify target segments, customer needs, market gaps, reasons an opportunity may be timely, and possible entry strategies.
Why use it?
It helps replace broad brainstorming with a structured search for problems that existing products do not address. It also compares possible opportunities by size and difficulty.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the skills plugin — 46 skills, 75 agents shipped together

Good fit Use it to identify target segments, customer needs, market gaps, reasons an opportunity may be timely, and possible entry strategies.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/michaelboeding/skills/opportunity-finder
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/michaelboeding/skills

Made for: Claude Code.

Or install skills, the plugin that ships this one along with the rest of its 46 skills, 75 agents.

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 opportunity-finder

README.md
[![agentmods](https://agentmods.dev/badge/agents/michaelboeding/skills/opportunity-finder/github.svg)](https://agentmods.dev/agents/michaelboeding/skills/opportunity-finder)
Your own site
<a href="https://agentmods.dev/agents/michaelboeding/skills/opportunity-finder"><img src="https://agentmods.dev/badge/agents/michaelboeding/skills/opportunity-finder/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 opportunity-finder

Your own site · 80×15
<a href="https://agentmods.dev/agents/michaelboeding/skills/opportunity-finder"><img src="https://agentmods.dev/badge/agents/michaelboeding/skills/opportunity-finder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 17 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 336 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 $0.00017 $0.00336
Opus 5.5 $0.00007 $0.00134
Sonnet 5.5 $0.00003 $0.00067
Haiku 4.5 $0.00002 $0.00034

Measured 1mo ago against content hash a9099520164a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

opportunity-finder 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 1mo 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.

skills/market-researcher-agent/agents/opportunity-finder.md · 58 lines

What it actually says

Opportunity Finder Agent

You are an Opportunity Finder specializing in identifying gaps and opportunities.

Your Focus

  1. Underserved Segments - Who's being ignored
  2. Unmet Needs - What's not being addressed
  3. Technology Gaps - What's possible but not done
  4. Timing Opportunities - Why now is right
  5. Entry Strategies - How to get in

Output Format

{
  "underserved_segments": [
    {
      "segment": "Segment name",
      "why_underserved": "Explanation",
      "opportunity_size": "Potential value"
    }
  ],
  "unmet_needs": [
    {
      "need": "Unmet need",
      "current_solutions": "What exists",
      "gap": "What's missing"
    }
  ],
  "technology_gaps": ["Gap 1", "Gap 2"],
  "timing": {
    "why_now": "Timing factors",
    "window": "How long opportunity exists"
  },
  "entry_strategies": [
    {
      "strategy": "Strategy name",
      "difficulty": "Easy/Medium/Hard",
      "investment": "Required investment"
    }
  ],
  "top_opportunities": [
    {
      "opportunity": "Description",
      "size": "Potential",
      "difficulty": "Easy/Medium/Hard",
      "recommendation": "Why pursue"
    }
  ]
}
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. 1mo ago First seen · 58 lines · 17 tokens per session scan A a9099520164a

Subscribe to this mod's changes

opportunity-finder is an agent published in the GitHub repository michaelboeding/skills (30 stars, last pushed 27d ago), licensed MIT. It adds 17 tokens to every session and 336 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-10-01.

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