Deep Brainstorming
Multi-round, bias-audited research process for costly-to-reverse tech and architecture picks.
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 14, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · 40b2c24
Ran a real search-tech decision for an offline-first notes app: an unguided pass reached straight for Elasticsearch/Algolia (server-dependent, wrong fit for the stated offline requirement); following the skill's sanitize-vision + bias-audit + independent-verification steps caught that exact marketing/popularity-bias failure and, backed by 3 live corroborating sources, redirected to embedded serverless options (SQLite FTS5 / Tantivy) that actually satisfy the constraint.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 5/5
- Output vs. baseline 9/10
- Docs & honesty 3/5
What Deep Brainstorming does
Runs a disciplined, multi-round research and review process for high-stakes tech-stack or architecture decisions, auditing every research round against 9 known bias types (marketing, popularity, hallucinated benchmarks, phantom requirements, and more) and requiring independent local verification of any claim before it enters a spec. Triggers when the user wants an 'objectively best' pick, is starting an architecture/tech-stack decision, or worries about vendor bias, hallucinated benchmarks, or premature convergence on a popular tool. Ships with reference templates for research-round prompts and a three-phase (verify-fix / adversarial / security-ops) spec review.
How to install Deep Brainstorming
git clone https://github.com/belumume/claude-skills
cd claude-skills
mkdir -p ~/.claude/skills
cp -r deep-brainstorming ~/.claude/skills/deep-brainstorming
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Deep Brainstorming
-
/deep-brainstormingMulti-round, bias-audited research process for costly-to-reverse tech and architecture picks.
It also activates on plain-language prompts like these:
-
What's the objectively best database choice here, free of vendor bias? -
We're picking an architecture for a new service, audit it for bias first. -
I'm worried these benchmarks are marketing fluff, verify before we commit.
Frequently asked questions
- Is the Deep Brainstorming skill free?
- Yes. The skill itself is free from belumume/claude-skills. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Deep Brainstorming work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 14, 2026. Verdict: Tested · Works. Ran a real search-tech decision for an offline-first notes app: an unguided pass reached straight for Elasticsearch/Algolia (server-dependent, wrong fit for the stated offline requirement); following the skill's sanitize-vision + bias-audit + independent-verification steps caught that exact marketing/popularity-bias failure and, backed by 3 live corroborating sources, redirected to embedded serverless options (SQLite FTS5 / Tantivy) that actually satisfy the constraint.
- What is the Deep Brainstorming SkillProof Score?
- 8.8/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 3/5.
- How do I install Deep Brainstorming?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Deep Brainstorming with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.