Bloom Discovery Skill
Don't browse 13,000 skills. Browse use cases.
Bloom Discovery is an agent-native skill that analyzes how you work, matches you to curated use cases, verifies your configuration, and lets you claim on-chain proof — so your agent works for you, not the other way around.
Capabilities
1. Personality Analysis (MentalOS)
Reads your USER.md and conversation history (~120 messages) to map your builder personality across 4 dimensions:
- Learning (學習風格): Try First ↔ Study First
- Decision (決策風格): Gut ↔ Deliberate
- Timing (採用時機): Pioneer ↔ Pragmatist
- Focus (投入方式): All-In ↔ Diversified
Outputs: Personality type (Visionary / Explorer / Cultivator / Optimizer / Innovator), custom tagline, hidden pattern insight, AI edge guide. Includes displayLabels with en/zh translations for all sections.
2. Use Case Discovery
Intent-driven skill browsing. Instead of searching 13,000 skills, you describe what you want to accomplish and Bloom matches you to curated use cases — each a tested combination of skills.
- Fetches use case catalog from Bloom API
- Matches against your personality spectrum (novelty-seekers get new use cases, risk-averse skip DeFi)
- Keyword frequency threshold (≥ 3 mentions) to avoid noise
3. Verify Configuration & Claim SBT
Scans your installed skills (~/.openclaw/skills/) and verifies whether you have the right setup for a given use case.
- Compares installed skills against use case requirements
- Shows match percentage and missing capabilities
- Claim flow: verified config → POST /api/claim → mint SBT or get web link
- SBT = on-chain proof that you have a verified configuration
4. ERC-8004 Identity Registration
Register your agent identity on the ERC-8004 Agent Identity Registry (Base mainnet).
- Sends your agent profile (name, skills, endpoint) to backend for registration
- Backend handles the on-chain transaction
- Registry contract:
0x8004A169FB4a3325136EB29fA0ceB6D2e539a432
5. Usage Metrics (Opt-in)
Anonymized usage reporting to improve recommendations for everyone.
- Reads local OpenClaw skill directory to count install days and usage frequency
- Reports only: skill name + usage count (no conversation content, no personal data)
- Opt-in only — never sends data without explicit user consent
- POST /api/metrics with minimal payload
Security & Privacy
✅ Local analysis — Conversation text analyzed on your machine, never uploaded
✅ Local Differential Privacy (ε=1.0) — Spectrum scores noised via Laplace mechanism before transmission
✅ SHA-256 fingerprint — Conversation hashed locally; only irreversible hash stored for dedup
✅ Minimal transmission — Server receives personality type + approximate scores only
✅ Minimal writes — Writes only ~/.bloom/agent-id.json (returning user token, 0600 permissions) and bloom-discoveries.md (local sync log). Never modifies session files or USER.md
✅ Atomic file writes — Uses tmp+rename pattern to prevent corruption
✅ User-initiated — Only runs when you explicitly invoke the skill
✅ Opt-in metrics — Usage data never sent without consent
✅ Open source — Full source at github.com/bloomprotocol/bloom-discovery-skill
❌ Raw conversation text is never sent to any server
❌ Wallet private keys are never transmitted
❌ Personal identifiable information is never collected
❌ No background data collection — only runs on explicit invocation
Triggers
- "generate my bloom identity"
- "create my identity card"
- "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"
- "what use cases match my skills"
Data Sources
Primary: USER.md + Conversation History
- USER.md — Declared role, tech stack, interests, working style. Injected as first-class text into the personality analyzer. Falls back gracefully if not present.
- Conversation history — Always available from OpenClaw sessions. Analyzes topics, interests, engagement patterns.
- Requires: Minimum 3 messages in your session. If less than 3 messages, the skill returns a clear error.
Secondary: Installed Skills
- ~/.openclaw/skills/ — Scanned locally for use case verification. Never uploaded.
Output
- Personality type (Visionary / Explorer / Cultivator / Optimizer / Innovator)
- Custom tagline and description
- MentalOS spectrum (Learning, Decision, Novelty, Risk — each 0-100)
- Hidden pattern insight + AI-era playbook
- Main categories and subcategories
- Matched use cases with verification status
- Recommended skills from the Bloom skill catalog (with match scores)
- Dashboard link at bloomprotocol.ai
Technical Details
- Version: 4.0.1
- 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
- Network: Base (mainnet) — configurable via NETWORK env var
- On-chain: ERC-8004 Identity Registry + BloomExclusivePass SBT
Requirements
- Node.js 18+
- No API keys or secrets required — the skill works out of the box
- Optional environment variables:
BLOOM_API_URL — API URL (default: https://api.bloomprotocol.ai)DASHBOARD_URL — Dashboard URL (default: https://bloomprotocol.ai)
Installation
git clone https://github.com/bloomprotocol/bloom-discovery-skill.git
cd bloom-identity-skill
npm install
Built by Bloom Protocol