LLMs Assemble
Send one prompt. Get answers from multiple LLMs. Compare, validate, synthesize.
Time saved: Organize conversations across 5 LLMs in 30 seconds instead of 5+ minutes of repetitive typing.
Download:
Independent tool. We’re not affiliated with any LLM providers. Just a productivity assistant for platforms you already use. More info.
Why Query Multiple LLMs?
Each model has different strengths. Different training data. Different reasoning styles.
Query multiple models to:
- Get diverse perspectives
- Catch errors through cross-validation
- Reduce bias by comparing outputs
- Build confidence when models agree
- Explore different problem-solving approaches
Who Uses This
Researchers: Compare explanations. Fact-check claims. Synthesize perspectives.
Developers: Get multiple code solutions. Spot bugs one model catches. Compare best practices.
Writers: Generate variations. Collect narrative approaches. Merge the best elements.
Students: Compare explanations. Structure study questions. Build deeper understanding.
Analysts: Get strategic perspectives. Simulate expert panels. Fact-check across sources.
Creators: Generate content ideas. Compare tones and styles. Find your voice.
Core Actions
How pinning works: Pin LLM tabs you want to query. Keep one unpinned as your synthesis workspace. Broadcasts → pinned tabs. Results → synthesis workspace.
📢 Broadcast
Compose your prompt once, then distribute to multiple LLM platforms.
The extension helps you:
- Navigate to platform tabs
- Insert your prompt where needed
- Coordinate across conversations
- Save repetitive typing
🛍️ Collect
Gather responses for comparison. The extension:
- Reads visible text from your active tabs
- Collects conversation content
- Copies to clipboard
Paste anywhere—text editor, docs, email, or back into an LLM for synthesis.
🔀 Merge
Combines collected responses into one coherent document. Handles overlaps, preserves different perspectives, flags contradictions.
🎼 Orchestrate
Iterative research through multi-LLM cycles. Synthesizes responses, suggests follow-up questions, repeats until comprehensive understanding.
Platform Compatibility
Works with multiple LLM platforms. Extension detects compatibility automatically.
See Terms of Service for platform list and their ToS.
Missing your platform? Let us know.
How It Works
Side panel has three sections:
Tab Controls (top):
⚔️ Assemble- Open/refresh all platform tabs🆕 New- Start fresh conversations🔄 Reload- Refresh all tabs
Prompt Templates (middle): Click to copy. Paste into your prompt. Templates structure your prompts using best practices.
Role templates:
⚖️ Board- Expert panel simulation🎭 Socrates- Deep questioning dialogue
Objective templates:
💡 Ask- Better questions🎯 Answer- Direct responses✨ Develop- Expand ideas🎬 Direct- Video prompts💡 Discover- Non-obvious insights🎯 Fact Check- Evidence validation📝 FYI- Info sharing🎼 Orchestrate- Multi-LLM research cycles🗂️ Reorganize- Restructure content🔄 Rewrite- Transform for different audiences📊 Summarize- Key points
Misc:
✂️ Condense- Compress while preserving meaning⏱️ Timestamp- Add temporal context
Workflow Actions (bottom):
📢 Broadcast- Send to all pinned tabs🛍️ Collect- Gather responses🔀 Merge- Quick synthesis🎼 Orchestrate- Iterative research cycles
Getting Started
- Install from Chrome Web Store
- Check Terms of Service
- Open your preferred LLM platforms
- Click extension icon
- Broadcast your prompt
Extension detects compatible platforms automatically.
Quick Example
Simple workflow:
- Install extension and open LLM platform tabs
- Pin tabs you want to query (right-click tab → Pin)
- Keep one tab unpinned (your synthesis workspace)
- Type question in extension → Click Broadcast
- Wait for responses → Click Collect
- Switch to synthesis workspace → Paste
- Click Merge template → Paste → Submit
For deep research: Use Orchestrate template instead of Merge. It synthesizes responses and suggests follow-up questions. Repeat the cycle to build comprehensive understanding.
Privacy
Everything happens in your browser:
- Local processing - Your prompts never hit our servers
- No tracking - Zero analytics, zero monitoring
- No storage - We don’t store anything
- Minimal network - Only checks for version updates
- You own it - Full ownership of all content
Technical Details
Works with your authenticated browser sessions. Uses your existing platform logins—no separate accounts needed. Extension requires you to be logged in to each platform you want to use.
Works within platform limits:
- Uses your existing authentication
- Respects rate limits
- No CAPTCHA solving
- No paywall bypass
Graceful handling: If platforms update their interfaces, extension may need updates to maintain compatibility.
Platform Compatibility
Works with LLM platforms you already use. Extension automatically detects compatible platforms when you visit them.
See Terms of Service for important information about platform usage.