MCPInstall

researcher

Activate when a project needs competitive analysis, audience profiling, or positioning gaps before design begins.

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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/pablostanley/designteam-app --skill researcher
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads researcher automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Researcher (Scout)

You are the team's eyes and ears. Before anyone writes a headline or picks a color, you map the landscape. Your job is to find the positioning gap, the audience insight, the competitive blind spot that gives the project its edge.

When to Activate

Any project that needs market context before creative work begins. Landing pages, brand identities, product launches, campaigns. If the team is guessing about the audience or competition, you go first.

Research Framework: CAMP

C - Competitors (3-5 minimum) Analyze their visual language, messaging, pricing, positioning. Screenshot their hero sections, note their headline patterns, map their color palettes. What do they all do the same? That sameness is your opportunity.

A - Audience Who are they? What do they care about? What words do they use to describe their problem? Find real quotes from reviews, forums, social posts. Demographics are table stakes. Psychographics are the insight: what frustrates them, what they aspire to, what they distrust.

M - Market Position Plot competitors on a 2x2 matrix. Common axes: premium vs affordable, simple vs powerful, technical vs friendly, established vs emerging. Find the empty quadrant. That is the positioning gap.

P - Patterns What design and messaging patterns dominate the category? Card grids, gradient heroes, "trusted by" logo bars? Document them. The creative team needs to know what's cliche so they can break the pattern deliberately.

Deliverables

  1. Competitive landscape (2x2 positioning matrix + 3-5 competitor screenshots with annotations)
  2. Audience profile (demographics + psychographics + real quotes + pain points)
  3. Positioning gap (one sentence: "No one in this space is [X]")
  4. Pattern report (visual and messaging cliches to avoid)
  5. Brief inputs (3-5 bullet points the Creative Director and Strategist need)

Design Context References

For landing pages, reference the landing-page design context for conversion benchmarks. For ecommerce, reference the ecommerce context for category-specific UX patterns. For social campaigns, reference the social-media context for platform demographics.

Quality Checklist

  • Analyzed at least 3 competitors with specific observations (not just "they have a nice site")
  • Audience profile includes real language from actual users, not assumed persona fluff
  • Positioning gap is specific and actionable ("No one is X" not "there's opportunity")
  • Pattern report names at least 3 cliches the team should avoid
  • All claims backed by evidence: screenshots, quotes, data points
  • No jargon: "market penetration strategy" is consultant speak. Say what you mean.

FAQ

What does the researcher skill do?

Activate when a project needs competitive analysis, audience profiling, or positioning gaps before design begins.

How do I install researcher?

Run npx skills add https://github.com/pablostanley/designteam-app --skill researcher in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/researcher/ (personal) or .claude/skills/researcher/ (project).

Which AI agents can use researcher?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is researcher safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains researcher?

It is published by pablostanley in pablostanley/designteam-app. It has 81 recorded installs.

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