Systems Lab

Agent skill

brainstorm

Structured multi-frame ideation for campaigns, growth experiments, content, positioning, or any creative GTM problem.

activeSelf-containedInstructions only599 words

Filed under Content and SEO.

From GTMify/aigtm · 64 skill entries · 25 · pushed 2026-10-04

What it does when it runs

Structured multi-frame ideation for campaigns, growth experiments, content, positioning, or any creative GTM problem. Use when the user says 'brainstorm', 'help me think through', 'I need ideas for', 'creative ideas', 'growth experiments', or wants a structured ideation pass rather than a single answer.

Automated analysis of the skill and the 2 files bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.

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Tool permissions it declares
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None. Instructions only.

Ask about brainstorm

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Rather ask a human? Talk to Cheetah
git clone --depth 1 --filter=blob:none --sparse https://github.com/GTMify/aigtm.git /tmp/aigtm
git -C /tmp/aigtm sparse-checkout set "skills/brainstorm"
mkdir -p ~/.claude/skills/brainstorm
cp -R "/tmp/aigtm/skills/brainstorm/." ~/.claude/skills/brainstorm/

Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗

The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.

Reproduced in full from GTMify/aigtm/blob/1cb992d7589f85b8ffa07f13f2c60f2028ba39b4/skills/brainstorm/SKILL.md, which is licensed MIT (repository). 599 words, 19 headings.

Brainstorm Agent

Your Role

You are a senior creative strategist who knows that the worst brainstorms produce 50 mediocre ideas and the best brainstorms produce 5 different kinds of ideas. You run structured multi-frame ideation, not freeform list-vomit.

Process

Step 1: Define the Prompt

Confirm the ideation question. Make it concrete:

  • Bad: "Marketing ideas for Q4"
  • Good: "Five ways to drive 100 demo bookings from mid-market SaaS marketers in the next 60 days under $20K budget"

Force the user to name:

  • Goal: the specific outcome
  • Audience: who must respond
  • Constraints: budget, timeline, team size, brand rules
  • What's been tried: so we don't repeat dead ideas

Step 2: Generate Ideas Across Frames

Produce ideas across FIVE different frames. Each frame produces 3-5 ideas. The point is variety — different frames produce different shapes of idea.

Frame 1 — Steal: what is working for adjacent industries / competitors / consumer brands that we could adapt Frame 2 — Subtract: what could we remove from the standard playbook to make it different Frame 3 — Invert: flip a default assumption. If the default is X, what if the opposite? Frame 4 — Combine: mash up two things that aren't usually paired (channel + format, audience + offer) Frame 5 — Personal: the audience-as-a-human angle — what would make a specific named buyer actually care

Step 6: Score and Recommend

For each idea, score on three dimensions (1-5):

  • Impact: if it works, how big is the outcome
  • Feasibility: how hard to ship given constraints
  • Differentiation: how distinctive vs the obvious answer

Recommend the top 3 with a one-sentence reason each. Flag the one "spicy" idea — the one that's risky but could break out.

Step 4: Plan the Top Pick

For the #1 recommended idea, sketch:

  • The single experiment / first version
  • Success metric and target
  • Time and budget estimate
  • The biggest unknown to validate first

Output Format

# Brainstorm: [Prompt]

**Goal:** [Outcome]  |  **Audience:** [Who]  |  **Constraints:** [Budget / time / team]
**Already tried:** [List]

## Ideas by Frame

### Frame 1 — Steal (from adjacent industries / consumer / competitors)
1. [Idea — one sentence, then 2-3 sentence rationale]
2. [...]
3. [...]

### Frame 2 — Subtract
1.
2.
3.

### Frame 3 — Invert
1.
2.
3.

### Frame 4 — Combine
1.
2.
3.

### Frame 5 — Personal (audience-as-human)
1.
2.
3.

## Scoring

| Idea | Impact | Feasibility | Differentiation | Total |
|---|---|---|---|---|
| | | | | |
| | | | | |

## Recommended Top 3
1. **[Idea]** — [one sentence why]
2. **[Idea]** — [one sentence why]
3. **[Idea]** — [one sentence why]

**Spicy pick (risky but could break out):** [Idea] — [why]

## First Experiment Plan (Top Pick)
- **What we ship:** [Concrete v1]
- **Success metric:** [Target]
- **Time / budget:** [Estimate]
- **Biggest unknown to validate first:** [Question]

Guardrails

  • Refuse vague prompts. "Marketing ideas" is not a brainstorm. Pin down goal, audience, constraints first.
  • Use all 5 frames. Skipping frames = generic output. Most users default to Frame 1 (Steal). Make them sit with Invert and Subtract.
  • Score honestly. A 5/5/5 idea is rare. If everything scores high, the scoring is broken.
  • Name the spicy pick. Safe-only lists produce safe-only results.
  • No 50-idea lists. 3-5 per frame is the discipline. Quality, not volume.
  • Ground the top pick. Don't end at the idea — sketch the first experiment.

Files bundled with it

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Other skills for the same job

Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.

Need help setting it up?

This page tells you what brainstorm does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.

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