Bloom Discovery

Don't browse 13,000 skills. Browse use cases.

Your agent analyzes how you work, matches you to curated use cases, verifies your configuration, and lets you claim on-chain proof.

What You Get

Personality Analysis (MentalOS)

• 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

Use Case Discovery

• Describe your intent → get matched use cases (curated skill combinations)
• Personality-aware ranking (novelty seekers get new use cases, risk-averse skip DeFi)
• Each use case = tested combination of skills that solve a real problem

Verify & Claim SBT

• Scans

  ~/.openclaw/skills/

  to verify you have the right setup for a use case
• Shows match percentage and missing capabilities
• Claim SBT = on-chain proof of your verified configuration
• No wallet? Get a web link instead

Usage Metrics (Opt-in)

• Anonymized usage reporting: skill name + frequency only
• Improves recommendations for everyone
• Never sends data without your explicit consent

How It Works

Just type

/bloom

in your chat.

Bloom reads your USER.md and recent conversations to:

• Map your MentalOS — your operating style across 4 dimensions
• Find your blind spots — patterns you might not notice yourself
• Match use cases — intent-driven skill combinations
• Verify your setup — check if you have what you need
• Recommend matched tools — personalized picks from the Bloom catalog

No surveys. No complex setup. No auth flows.

Quick Start

1. Chat a little first (at least 3 messages) so Bloom has context.
2. Type

   /bloom

   .
3. You'll get your Identity Card + use case matches + dashboard link.
4. 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"
• "find use cases for me"
• "verify my config"
• "claim my SBT"

Security & Privacy

✅ Local analysis — conversation text never leaves your device ✅ Local Differential Privacy (ε=1.0) — spectrum scores noised before transmission ✅ SHA-256 fingerprint — only irreversible hash stored for dedup ✅ Minimal transmission — server sees personality type + approximate scores only ✅ Read-only — never writes or modifies your files ✅ User-initiated — only runs when you invoke it ✅ Opt-in metrics — usage data never sent without consent ✅ Open source — github.com/bloomprotocol/bloom-discovery-skill

❌ Raw text never sent to any server ❌ Wallet keys never transmitted ❌ No PII collection ❌ No background data collection

Permissions & Data Flow

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.

Read Filesystem — Reads

~/.openclaw/skills/

to verify installed skills against use case requirements. Directory listing only — no file content is read or transmitted.

External Network — After local analysis, sends only 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
• Use case match results
• Opt-in usage metrics (skill name + frequency only)

Connections:

api.bloomprotocol.ai

(identity + catalog + metrics) ·

bloomprotocol.ai

(dashboard, read-only)

Installation

clawhub install bloom-discovery

Technical Details

• Version: 4.0.0
• Privacy: LDP ε=1.0 + SHA-256 fingerprint
• Analysis Engine: MentalOS spectrum (4 dimensions) + category mapping
• Primary Signal: Conversation memory (~120 messages) + USER.md
• Processing Time: ~60 seconds (personality) + ~5 seconds (use case matching)
• Output: Personality card + use case matches + tool recommendations + dashboard URL

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Built by Bloom Protocol

Making supporter identity portable and provable.