# Brainstorm With Entropy

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- **Type:** Skill
- **Install:** `agentstack add skill-ariaxhan-the-agent-library-brainstorm-with-entropy`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [ariaxhan](https://agentstack.voostack.com/s/ariaxhan)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [ariaxhan](https://github.com/ariaxhan)
- **Source:** https://github.com/ariaxhan/the-agent-library/tree/main/process-engines/brainstorm-with-entropy

## Install

```sh
agentstack add skill-ariaxhan-the-agent-library-brainstorm-with-entropy
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Brainstorm with Entropy

Ordinary brainstorming converges on the obvious because it optimizes for what's safe. This does the opposite: it forces distance from the first answer using named techniques, then ranks by novelty so the strange ideas survive long enough to be considered.

The output is range, not a single safe pick. Converge later, on request.

## 1. Extract the constraints

Pin down before generating:

- **Domain**: what space are we in.
- **Goal**: what a win looks like.
- **Hard limits**: budget, time, audience, non-negotiables.
- **Anti-goals**: what it must *not* be. These matter as much as the goal; they're what keep the ideas from collapsing back to the obvious.

## 2. Inject entropy with named techniques

Use at least two. Naming the technique lets the user say "more like that."

| Technique | How to apply it |
|---|---|
| Inversion | Solve the opposite problem, then flip the answer back. |
| Domain-collision | Borrow the mechanism from an unrelated field and force-fit it here. |
| Constraint-flip | Remove the constraint everyone assumes, or add an absurd one. |
| Scale-shift | Do it for 1 person, then for 10 million. What changes? |
| Audience-swap | Build it for the wrong audience: a child, an expert, an enemy. |
| Time-warp | How would this be done in 1900? In 2100? |
| Subtraction | Remove the most "essential" part. What's left? |
| Analogy-mining | "This is like ___." Chase the analogy to its consequences. |

## 3. Generate 5–10 ideas in a fixed shape

Each idea:

- **Name**: a memorable handle.
- **Pitch**: one line.
- **Core insight**: why it could work.
- **Source**: which technique or collision produced it.
- **Risk**: the main reason it might fail.
- **Cheap signal**: the smallest test that would validate or kill it.

Force at least one idea that makes you wince or laugh. If nothing's uncomfortable, you haven't added enough entropy.

## 4. Rank by entropy, not feasibility

Order the list by novelty and surprise, the distance from the obvious answer, not by how safe or buildable each is. Ranking by feasibility quietly re-sorts the safe idea back to the top and defeats the whole exercise.

## 5. Converge only when asked

Offer to narrow to the most promising candidates, but don't collapse to the comfortable option by default. Let the user pull the lever from divergence to convergence.

## Output

Return:

- A ranked idea list (most novel first), each in the Name / Pitch / Insight / Source / Risk / Signal shape.
- The techniques used, so the user can ask for more from a specific one.
- Optionally, the list appended to an idea-bank file for later.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [ariaxhan](https://github.com/ariaxhan)
- **Source:** [ariaxhan/the-agent-library](https://github.com/ariaxhan/the-agent-library)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-ariaxhan-the-agent-library-brainstorm-with-entropy
- Seller: https://agentstack.voostack.com/s/ariaxhan
- Browse the marketplace: https://agentstack.voostack.com/browse

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