bloom-discovery

# 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](https://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 ```bash git clone https://github.com/bloomprotocol/bloom-discovery-skill.git cd bloom-identity-skill npm install ``` --- Built by [Bloom Protocol](https://bloomprotocol.ai)