modbender Bloom Discovery
Discover your builder taste — straight from your conversations.
Trust & Privacy
- Local analysis — Your conversation is analyzed entirely on your machine. Raw messages never leave your device.
- Read-only — Reads session files and USER.md but never writes or modifies them.
- Minimal transmission — Only derived results (personality type, categories, approximate scores) are sent to Bloom API. Raw conversation text, personal identifiable information, and wallet keys are never transmitted.
- User-initiated — Only runs when you explicitly invoke
/bloom. - Open source — Full source code at gitlab.com/bloom-protocol/bloom-discovery-skill
What You Get
Your personalized Bloom Identity Card reveals:
- Personality Type — Visionary, Explorer, Cultivator, Optimizer, or Innovator
- Custom Tagline — A one-liner that captures your style
- MentalOS Spectrum — Learning, Decision, Novelty, Risk (each 0-100)
- Hidden Pattern Insight — Something about yourself you might not realize
- AI-Era Playbook — Your leverage, blind spot, and next move
- Tool Recommendations — Matched from the Bloom skill catalog
- Shareable Dashboard — Your card at bloomprotocol.ai
How It Works
Just type /bloom in your chat.
We analyze your USER.md and last ~120 messages to understand:
- What excites you — AI agents? productivity hacks? creative tools?
- How you engage — deep dives vs. quick experiments
- Your taste profile — 4 spectrums: try-first or study-first? gut or analytical? early adopter or proven-first? all-in or measured?
No complex setup. No wallet signatures. No auth flows.
Quick Start
- Chat a little first (at least 3 messages) so Bloom has context.
- Type
/bloom. - You'll get your Identity Card + tool recommendations + dashboard link.
- If you're brand new, Bloom will ask 4 quick questions and generate your card immediately.
Activation
Say any of these:
/bloom- "analyze me"
- "what's my builder type"
- "discover my personality"
- "create my bloom card"
- "who am I as a builder"
Self-Growing Recommendations
Your agent doesn't just recommend once — it learns and improves over time.
USER.md Integration — If you have a
~/.config/claude/USER.md, Bloom reads your declared role, tech stack, and interests as the primary identity signal. No USER.md? No problem — falls back to conversation-only analysis.Feedback Loop — As you interact with recommendations (click, save, or dismiss), Bloom adjusts future suggestions.
TTL Refresh — Recommendations refresh every 7 days, incorporating your latest interactions and newly published skills from the Bloom catalog.
Bloom recommends skills but never installs them automatically. You always decide what to install.
Permissions & Data Flow
This skill requires the following permissions:
Read Conversations — Reads your last ~120 messages to detect interests and personality patterns. All conversation text is processed locally on your machine. Raw message content is never sent to any external server.
External Network — After local analysis, sends only these derived results to Bloom Protocol API (api.bloomprotocol.ai):
- Personality type (e.g. "The Visionary")
- MentalOS spectrum scores (4 numbers, 0-100)
- Interest categories (e.g. "AI Tools", "Productivity")
- Generated tagline and description (written by the analyzer, not copied from your messages)
- Tool recommendations matched from the Bloom skill catalog
Privacy Architecture
- Local Differential Privacy (ε=1.0) — MentalOS spectrum scores are noised via Laplace
mechanism before transmission. Your exact scores stay on your device; the server receives
only approximate values. (See:
src/utils/privacy.ts) - SHA-256 Conversation Fingerprint — Your conversation is hashed locally. Only the irreversible fingerprint is stored for deduplication — never the content.
- Minimal Data Design — Our server sees your personality type and approximate scores, never your raw messages or personal descriptions.
Connections: api.bloomprotocol.ai (identity storage + catalog) · bloomprotocol.ai (dashboard, read-only)
Verify no raw text is sent: inspect src/bloom-identity-skill-v2.ts (search for /x402/agent-save).
Example Output
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Your Bloom Identity Card is ready!
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VIEW YOUR IDENTITY CARD:
https://bloomprotocol.ai/agents/27811541
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The Visionary
"First to try new AI tools"
You jump on cutting-edge tools before they're mainstream. Your
conviction is your edge, and you see potential where others see
hype. AI agents are where you spot the next big thing.
Categories: AI Tools · Productivity · Automation
Interests: AI Agents · No-code Tools · Creative AI
MentalOS:
Learning: Try First ████████░░ Study First
Decision: Gut ███░░░░░░░ Analytical
Novelty: Early Adopter ███████░░░ Proven First
Risk: All In ██████░░░░ Measured
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Top 5 Recommended Tools:
1. agent-frameworks (94% match) · by @builder_alice
Build AI agents with tool use and memory
2. no-code-automation (89% match) · by @automation_guru
Connect your apps without writing code
...
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Bloom Identity · Built for indie builders
Installation
clawhub install bloom-discovery
On first run, clones source from gitlab.com/bloom-protocol/bloom-discovery-skill into ~/.openclaw/workspace/, runs npm install, and creates a .env with auto-generated JWT secret. Delete ~/.openclaw/workspace/bloom-identity-skill/ to fully uninstall.
Troubleshooting
"Insufficient conversation data" → Need at least 3 messages. Keep chatting about tools you're interested in!
"Command not found"
→ Verify bloom-discovery-skill is in ~/.openclaw/workspace/ and run npm install
No tool recommendations → Tool recommendations depend on API availability. Your identity card still works!
Technical Details
- Version: 3.1.0
- Privacy: LDP ε=1.0 + SHA-256 fingerprint + E2EE (planned)
- Analysis Engine: MentalOS spectrum (4 dimensions) + category mapping
- Primary Signal: Conversation memory (~120 messages) + USER.md
- Processing Time: ~60 seconds
- Output: Personality card + tool recommendations + dashboard URL
Built by Bloom Protocol
Making supporter identity portable and provable.