superforge-brain

superforge-brain is a skill for Claude Code from takaoumehara/superforge-skill. It costs 259 tokens per session (4,976 once invoked), scanned A, original, MIT.

A structured idea-generation method that records every combination of system element, technique, and sub-method in a machine-checkable ledger. It uses methods such as SCAMPER and Six Thinking Hats, while looking for hidden assumptions and bias.

In plain words
What is it for?
Use it for exhaustive product or problem ideation, including generating unusual alternatives, naming biases, separating judgment from brainstorming, and checking ideas against market constraints.
Why use it?
It reduces the chance of stopping at the first plausible idea or losing track of which possibilities were examined.

Skill for Claude Code

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

Part of the superforge-skills plugin — 15 skills shipped together

Good fit Use it for exhaustive product or problem ideation, including generating unusual alternatives, naming biases, separating judgment from brainstorming, and checking ideas against market constraints.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/takaoumehara/superforge-skill/superforge-brain
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.

Any agent
npx skills add takaoumehara/superforge-skill --skill superforge-brain
Clone the repo
git clone --depth 1 https://github.com/takaoumehara/superforge-skill

Made for: Claude Code.

Or install superforge-skills, the plugin that ships this one along with the rest of its 15 skills.

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 superforge-brain

README.md
[![agentmods](https://agentmods.dev/badge/skills/takaoumehara/superforge-skill/superforge-brain.svg)](https://agentmods.dev/skills/takaoumehara/superforge-skill/superforge-brain)
Your own site
<a href="https://agentmods.dev/skills/takaoumehara/superforge-skill/superforge-brain"><img src="https://agentmods.dev/badge/skills/takaoumehara/superforge-skill/superforge-brain.svg" alt="Measured on agentmods" height="20"></a>
Per session 259 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,976 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 $0.00259 $0.04976
Opus 5 $0.00130 $0.02488
Sonnet 5 $0.00052 $0.00995
Haiku 4.5 $0.00026 $0.00498

Measured 8d ago against content hash 191b6374863e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

superforge-brain 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 8d 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/superforge-brain/SKILL.md · 375 lines

How it starts

The opening of the file, as written. The whole thing — 375 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Superforge Brain — the BreakBias engine

Most idea generation stops when something plausible arrives. BreakBias does not stop, because stopping is a decision made by whoever got tired first. Instead it enumerates every (element × technique × sub-method) combination as a cell, and a run is finished only when every cell has a terminal status.

Software can hold a 300-cell ledger and never lose its place. A person in a workshop cannot. That asymmetry is the reason to run this as a skill rather than as a meeting.

Lineage. The two floor constraints — Closed World and Function Follows Form — come from SIT (Systematic Inventive Thinking). BreakBias extends it: eight techniques instead of five, a named bias on every element, an explicit ban list that novelty is then scored against, the cell ledger, judgment in a separate context, and a market gate placed after judgment.


0. Iron rules (non-negotiable)

  1. Closed World — never import an element from outside the system and its immediate boundary. The moment you add something external it stops being non-obvious and becomes an addition anyone could have made.
  2. Form first — construct the impossible state, withhold judgment, and derive the value backwards. Never reason forward from a benefit.
  3. Ban the obvious three — list the three answers any model reaches for first and outlaw them before generating. They go into the artifact. The ban applies to generation only: §6 revisits all three once the sweep is done, because the most obvious answer to a problem is often the right one.
  4. No pruning mid-sweep — deduplication, killing, and scoring happen after generation, never during.
  5. Never skip a cell — no ellipsis, no "and so on". A cell you did not run is not a cell you decided against.

1. Choose the method — do not assume the full sweep

BreakBias is one way to generate ideas, not the only one this skill offers. Ask once, before generating anything:

Read the full file on GitHub · 375 lines

Files

What ships with it

11 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 8d ago First seen · 375 lines · 259 tokens per session scan A 191b6374863e

Subscribe to this mod's changes

superforge-brain is a skill published in the GitHub repository takaoumehara/superforge-skill (1 stars, last pushed 23d ago), licensed MIT. It adds 259 tokens to every session and 4,976 once invoked, about $0.0013 per session on Opus 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 2026-08-31.

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