Drop into any project, run one command, and get scaffolding, comprehension, ideation, and quality gates — plus auto-learning that makes every session smarter than the last.
$ pip install brainstormer $ brainstormer init BrainStormer — The AI Development Operating System ================================================== Detecting project... Next.js + TypeScript + Supabase Scaffolding project docs... 10 created, 0 existing Setting up comprehension... CodeGlass ready Setting up ideation... BrainStormer ready Setting up quality gates... PALADIN ready Syncing to Obsidian... Done Done! Project 'my-app' is ready.
Scaffolds 10 project docs (CLAUDE.md, SPEC.md, ARCHITECTURE.md, etc.) with smart defaults based on your detected stack. 5-tier LLM routing included.
Every code output gets a WHAT/HOW/WHERE/WHEN/WHY walkthrough. Auto-generates rules as patterns emerge. Your project gets smarter every session.
6-step idea multiplier: audience lock, core extraction, hook matching, calendar build, outline expansion, and skill deposit. One idea becomes dozens.
6-tier testing wall (Obvious to Human). Catches typos before you debug race conditions. Auto-bootstraps missing test infrastructure.
Auto-proposes rules from git diffs. Tracks confidence over time. Prunes stale rules. Your project's knowledge compounds with every commit.
Curated from 4 community sources. Smart surfacing shows relevant agents for your stack. Create custom agents and multi-agent pipelines.
Shared rules committed to your repo. 6 starter templates (Python, React, Node, Go, Rust, Universal). Everyone starts with the same standards.
Every project syncs to your Obsidian vault. Specs, architecture, daily journals, quality verdicts — all browsable and linked.
Pre-commit quality checks. Post-commit auto-learning. Context injection shows only the rules relevant to what you changed.
pip install brainstormer — one dependency (PyYAML). Python 3.9+.
cd your-project && brainstormer init — detects your stack, scaffolds docs, wires up all 4 skills.
Start coding. Rules accumulate. Walkthroughs appear. Run brainstormer status to see your project's health score.
Never coded before? No problem. Here's exactly what to do.
Download Python 3.9+ from python.org. During install, check "Add Python to PATH".
Windows: Press Win + R, type cmd, press Enter. Mac: Open Spotlight, type Terminal. Linux: Ctrl + Alt + T.
Type pip install brainstormer and press Enter. That's it — one command.
Navigate to your project folder: cd path/to/your-project. Then run brainstormer init.
Run brainstormer status to see your project's health score. 10 new files appeared — they help AI understand your project.
$ brainstormer learn rule --from-diff HEAD~1 Analyzing diff: a3c87cb -> HEAD (4 files changed) Proposed rule: Name: Always tag agent source Do this: Include source attribution in agent frontmatter Don't do: Ship agents without source tags Confidence: high (3 hits, 0 misses) Rule saved to rules.md $ brainstormer status Health: ||||||||||||||||.... 80% Rules: 12 (8 high confidence, 4 learning) Agents: 374 available, 5 recommended for Python Last sync: 2 minutes ago
Start free. Upgrade when you need more.
BrainStormer's moat is knowledge accumulation. Each phase makes the next one more powerful.