knowledge-mcp: Skill for Claude Code

.claude/skills/brainstorm/SKILL.md

brainstorm is a skill for Claude Code from fulminate-io/knowledge-mcp. It costs 73 tokens per session (1,865 once invoked), scanned A, original, Apache-2.0.

An interactive workflow for exploring ideas and discovering requirements using a project's code and knowledge store.

In plain words
What is it for?
Exploring architecture and options, checking existing knowledge, and preparing implementation-ready requirements.
Why use it?
It helps turn early discussion into researched findings, recorded decisions, and a detailed development ticket.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter. Also seen: reads .claude/ paths.

This is fulminate-io/knowledge-mcp's own configuration. It tells Claude Code how to work on knowledge-mcp itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything knowledge-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to fulminate-io/knowledge-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/fulminate-io/knowledge-mcp/main/.claude/skills/brainstorm/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/fulminate-io/knowledge-mcp

Made for: Claude Code.

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 brainstorm

README.md
[![agentmods](https://agentmods.dev/badge/skills/fulminate-io/knowledge-mcp/brainstorm/github.svg)](https://agentmods.dev/skills/fulminate-io/knowledge-mcp/brainstorm)
Your own site
<a href="https://agentmods.dev/skills/fulminate-io/knowledge-mcp/brainstorm"><img src="https://agentmods.dev/badge/skills/fulminate-io/knowledge-mcp/brainstorm/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 brainstorm

Your own site · 80×15
<a href="https://agentmods.dev/skills/fulminate-io/knowledge-mcp/brainstorm"><img src="https://agentmods.dev/badge/skills/fulminate-io/knowledge-mcp/brainstorm.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,865 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 $0.00073 $0.01865
Opus 5.5 $0.00029 $0.00746
Sonnet 5.5 $0.00015 $0.00373
Haiku 4.5 $0.00007 $0.00186

Measured 1mo ago against content hash 129e76a758c5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

brainstorm 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.

.claude/skills/brainstorm/SKILL.md · 165 lines

How it starts

The opening of the file, as written. The whole thing — 165 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Brainstorm: $ARGUMENTS

Active role: peer collaborator with the user. The deliverable is a validated ticket. When the ticket is validated the session switches to /orchestrate.

The ticket is the one artifact no later audit can correct. Time spent here is the cheapest time in the pipeline.

MANDATED READS (stamp each as read: <file> v<N> on the ticket)

When Read
First action, before any tool call .claude/skills/GOVERNANCE.md
Before drafting the ticket .claude/skills/ticket/SKILL.md
Before any spawn .claude/skills/write-a-brief/SKILL.md

Step 0: Recall

thoughts({"operation":"recall","mode":"context","query":"<topic keywords>"}) and search over the knowledge graph for decisions, findings, tickets and prior thoughts on the topic. Present what the graph already knows before saying anything about the topic yourself: a prior decision binds until the user changes it; a prior finding is a lead to reproduce, not a fact.

Then manage({"operation":"status"}); if the index is behind, collect.

Step 1: The assumption ledger

Write the framing's load-bearing assumptions as a thought, each marked UNVERIFIED, with existence claims flagged ("there is no X", "we need to build Y"). Existence defaults to "it already exists" until disproven; the burden of proof is on absence.

Step 2: Research what exists

Spawn a researcher in discovery mode, in the background, with a discovery brief: how does this repository or the platform already solve this class of problem, with the existing idiom named and the call graph around the key symbols. Never name a solution in the brief. Draft with the user while it runs; when it returns, fold what exists into the conversation and update the ledger.

Read the full file on GitHub · 165 lines

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 Changed 129e76a758c5
  2. 1mo ago Changed · -480 lines · +24 tokens per session b7bc5a6d113c
  3. 2mo ago First seen · 645 lines · 49 tokens per session scan A 152014118612

Subscribe to this mod's changes

brainstorm is a skill published in the GitHub repository fulminate-io/knowledge-mcp (1 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 73 tokens to every session and 1,865 once invoked, about $0.0003 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 2026-08-31.

Related

Other skills, from other repositories

local-ai-agents

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…

microsoft/ai-agents-for-beginners · 200 tokens

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

obra/superpowers · 21 tokens

next-cache-components-adoption

Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…

vercel/next.js · 95 tokens

chat-pet-sprite-creation

Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.

microsoft/vscode · 53 tokens

cpu-profile-analysis

Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…

microsoft/vscode · 71 tokens

insight-error-page

Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…

vercel/next.js · 83 tokens