Bloom Taste Finder

Discover your builder taste—straight from your conversations.

⚠️ Permissions & Capabilities

This skill requires the following permissions:

📖 Read Conversations - Analyzes your last ~120 messages to understand your interests and supporter type. Raw conversation text stays local; only analysis results are used.

🌐 External Network - Connects to Bloom Protocol API to:

• Generate your shareable dashboard URL
• Store your identity card (personality type, taste spectrums, categories)
• Enable future features (skill recommendations, creator tipping)

Your Control: Your conversation is analyzed locally. You decide whether to share your identity card publicly via the dashboard link.

Are you a Visionary who jumps on new tools early? An Explorer trying everything? A Cultivator building communities? An Optimizer fine-tuning workflows? Or an Innovator pushing boundaries?

Find out in seconds with Bloom Taste Finder.

🎯 What You Get

Your personalized Bloom Identity Card reveals:

• 🎴 Your Supporter Type – Visionary, Explorer, Cultivator, Optimizer, or Innovator
• 💬 Custom Tagline – A one-liner that captures your vibe ("First to try new AI tools")
• 📊 4 Taste Spectrums – Learning, Decision, Novelty, Risk — see where you fall on each spectrum
• 🏷️ Top Categories – AI Tools, Productivity, Consumer Apps—where you spend your energy
• 🎯 Tool Recommendations – The top 5 tools matched to your profile
• 🌱 Self-Growing Agent – Your recommendations evolve as you interact (see below)
• 🔗 Shareable Card – Show off your supporter identity

⚡️ How It Works

Simple: 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. Just pure conversation intelligence.

✅ New User Quick Start (ClawHub)

1. Chat a little first (at least 3 messages) so Bloom has context.
2. Type /bloom.
3. You'll get your Identity Card + tool recommendations + dashboard link.
4. If you're brand new, Bloom will ask 4 quick questions and generate your card immediately.

🚀 Usage

/bloom

That's it. Or use natural language:

"discover my supporter type"
"what's my bloom identity"
"create my supporter card"

Works with as few as 3 messages—but richer history = deeper insights.

🌱 Self-Growing Recommendations

Your agent doesn't just recommend once — it learns and improves over time.

How It Works

1. 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 — the system gracefully falls back to conversation-only analysis.

2. Feedback Loop — As you interact with recommendations (click, save, or dismiss), Bloom adjusts future suggestions. Categories you engage with get boosted; dismissed skills get filtered out.

3. Discovery Sync — New skills you discover through Bloom are synced back to a local bloom-discoveries.md file, building a growing context of your preferences.

4. TTL Refresh — Recommendations refresh every 7 days, incorporating your latest interactions and newly published skills from ClawHub, Claude Code, and GitHub.

Why We Don't Auto-Install

Bloom recommends skills but never installs them automatically. You always decide what to install. This is a deliberate safety choice:

• Your control — Recommendations help you discover; installation is your decision
• Supply chain safety — Auto-installing unvetted code is a security risk
• Trust-first — We'd rather earn your trust through great recommendations than take shortcuts

Your agent grows by discovering more skills — not by installing them behind your back.

🌟 Why Bloom Taste Finder?

For Indie Devs & AI Builders: Building something new? Bloom Taste Finder helps you find your first 100 supporters by matching you with tools and people who fit your vibe.

For Vibe Coders: Stop guessing what tools to try next. Get personalized recommendations based on how you actually work, not generic listicles. Discover skills you'll actually use instead of scrolling endless lists.

For Consumer AI Enthusiasts: Find AI tools that match your vibe. Search by supporter type (Visionary, Explorer, etc.) to connect with others who work like you. Rally early adopters for bold launches. Engage optimizers for feedback loops.

📋 Requirements

• Minimum 3 messages in your conversation (more is better)
• Node.js 18+ (usually pre-installed)
• Bloom Identity Skill installed

💡 Example Output

═══════════════════════════════════════════════════════
🎉 Your Bloom Identity Card is ready! 🤖
═══════════════════════════════════════════════════════

🔗 VIEW YOUR IDENTITY CARD:
   https://bloomprotocol.ai/agents/27811541

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

💜 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

📊 Taste Spectrums:
   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
   → https://clawhub.ai/skills/agent-frameworks

2. no-code-automation (89% match) · by @automation_guru
   Connect your apps without writing code
   → https://clawhub.ai/skills/no-code-automation

...

═══════════════════════════════════════════════════════

🌸 Bloom Identity · Built for indie builders

🔧 Installation

Quick Install (via ClawHub)

clawhub install bloom-taste-finder

Manual Install

# 1. Clone the repo
cd ~/.openclaw/workspace
git clone https://github.com/unicornbloom/bloom-identity-skill.git
cd bloom-identity-skill

# 2. Install dependencies
npm install

# 3. Copy skill wrapper
cp -r openclaw-wrapper ~/.openclaw/skills/bloom

# 4. Test it
/bloom

🛠 Advanced Usage

Run from session file (full conversation context)

npx tsx scripts/run-from-session.ts \
  ~/.openclaw/agents/main/sessions/<SessionId>.jsonl \
  <userId>

Run from piped context (quick test)

echo "Your conversation here" | \
  npx tsx scripts/run-from-context.ts --user-id <userId>

🐛 Troubleshooting

"Insufficient conversation data" → Need at least 3 messages. Keep chatting about tools you're interested in!

"Command not found" → Verify bloom-identity-skill is in ~/.openclaw/workspace/ and run npm install

No tool recommendations → Tool recommendations depend on API availability. Your identity card still works!

🔐 Privacy & Data

What We Analyze (Locally):

• ✅ Your conversation messages (last ~120 messages)
• ✅ Your USER.md (role, tech stack, interests)
• ✅ Topics and interests you discuss
• ✅ No wallet transaction analysis
• ✅ No personal identifiable information

What We Store:

• Your identity card (personality type, taste spectrums, categories)
• Dashboard URL for sharing

What We Don't Collect:

• ❌ Raw conversation text (only analyzed locally)
• ❌ Wallet transaction history
• ❌ Personal contact information
• ❌ Browsing data or cookies

Data Usage: Your identity card is stored on Bloom Protocol to power your shareable dashboard and enable future features like creator tipping and skill recommendations.

🔒 Security Notes

Conversation Access:

• Reads from ~/.openclaw/agents/main/sessions/*.jsonl
• Only analyzes content locally (text not uploaded)
• Results (personality type, spectrums, categories) sent to Bloom API

JWT Tokens:

• Used for dashboard authentication only
• Generated with configurable JWT_SECRET in .env
• Does not grant access to your OpenClaw account

External Connections:

• api.bloomprotocol.ai - Identity card storage
• bloomprotocol.ai - Dashboard hosting
• clawhub.ai - Skill recommendations (optional)

Open Source: All code is public at github.com/unicornbloom/bloom-identity-skill for security audits.

🔍 How to Find Skills You'll Love

Once you know your supporter type, you can:

• Search by archetype – Find tools made for Visionaries, Explorers, etc.
• Filter by category – AI agents, productivity, creative tools, automation
• Match by vibe – Connect with creators who share your approach
• Build your network – Find your first 100 supporters who get what you're building

📊 The 5 Supporter Types

💜 The Visionary – First to try new tools Try-first learner, gut-driven, early adopter. Jumps on cutting-edge stuff before it's mainstream.

🔵 The Explorer – Tries everything Try-first learner, experiments widely. Finds hidden gems across all categories.

💚 The Cultivator – Builds communities Study-first, analytical. Nurtures ecosystems, shares knowledge, builds lasting value.

🟡 The Optimizer – Refines workflows Study-first, proven-first, measured. Doubles down on what works, maximizes productivity.

🔴 The Innovator – Pushes boundaries Balanced across all spectrums. Combines conviction with experimentation.

🧬 Technical Details

• Version: 2.1.0
• Analysis Engine: 4-dimension taste spectrums + category mapping
• Primary Signal: USER.md (role, tech stack, interests)
• Session Context: Last ~120 messages (~5KB)
• Processing Time: ~2-5 seconds
• Output Format: Structured text + shareable dashboard URL

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Built by Bloom Protocol 🌸

Making supporter identity portable and provable.

For indie devs, vibe coders, and AI builders who back great tools early.