pieces

[SUGGESTED_QUERY] Master Brain AI knowledge management dashboard

[SUGGESTED_QUERY] AI agent configuration dashboard

[SUGGESTED_QUERY] Merlino AI agent management interface

https://brain.merlinoai.com/agents

[Web Browser Content] MERLIN Memory Interface MERLIN Enable camera TARGET Open window Enter folder GESTURE COMMANDS - Pinch + hold near node: Grab & drag - Pinch empty space: Orbit / rotate - Fist: Open on last touched node (or aim) - Open Fist: Collapse / go back - Two hands apart: Expand - Two hands together: Collapse - Drag to corner: Pin content - Drop on node: Reparent Reticle + top TARGET = aim (mouse works with camera on) cycle: Enter open/enter, dbl-click peek depth 0 idle https://brain.merlinoai.com/merlin

[SUGGESTED_QUERY] Merlin 3D navigation shortcuts

[SUGGESTED_QUERY] How to use Merlin memory interface

Tag: memory-interface Source: CLOUD_LLM

Screen: # Pro brain.merlinoai.com Get •Claude (MCP) Cha •Claude (MCP) Gec Mir SEC Arc Arc Arc Arc e Arc Cre Ask Gemini o x Claude (MCP) A Extract ad wamings... Extract YouTube video t... Ads Manager - Man... Merlino Marketing -... AGENTS with classified memory Hermes Agent - Das... Master Brain OVERVIEW 00 Dashboard Timeline Q Search AGENTS A Agents VISUALIZE Graph O Galaxy $ Merlin 3D TOOLS Chat Upload Skills Export Dashboard Master Brain — unified knowledge across all sources and agents. L Work Developers Call Tracking HEALTH ld ago last ingestion TOTAL MEMORIES 324,188 across all sources By Source transcript brain chat Pieces hindsight sop vault Claude SOURCES 24 active ingestion sources 65,070 43,653 42,661 34,521 27,346 20,105 17,470 16,357 •Claude (MCP) AW / Get # Pro brain.merlinoai.com/ski

[SUGGESTED_QUERY] how to upload documents to Master Brain

[SUGGESTED_QUERY] Merlino AI agent configuration

[Web Browser Content] Merlino Marketing - Hermes Agent API Error: {"error" : "x-api-key header is required"} Context: brain.merlinoai.com/api/brain/search?scope=skill Sidebar Tools: - Ads Manager - Ask Gemini - Developers Call Tracking - Claude (MCP)

[SUGGESTED_QUERY] Merlino Marketing API integration issues

Screen: M X Ask Gemini o x memz-silk.vercel.app/agents Claude (MCP) A Extract ad wamings... L Work •Claude (MCP) Memz OVERVIEW 00 Dashboard Timeline Q Search AGENTS R All Agents •Claude (MCP) Extract YouTube video t... Last active 6d Queen 37 memories Ads Manager - Man.. Merlino Marketing -... data-pipeline Last active 6d ago Shakespeare 41 memories content seo ai-agents Last active 6d ago Tommy 30 memories technical-seo ai-agents Last active 6d ago ago Last active 6d ago Gino 34 memories ai-agents ghl backend Last active May 9, 05:40 AM Hermes Agent - Das... S Developers Call Tracking Last active 6d ago Ghost ai-agents operations memory Last active 6d ago seo Knox 27 memories infrastructure deployment ai-agents 32 memories ai-agents deployment memory Last active 6d ago Willie 17 memories wordpres

[SUGGESTED_QUERY] 12-agent parallel chat mining operation results

[SUGGESTED_QUERY] Michael Merlino agent persona report

Website: https://fvozafykwwnkuaoofcbz.supabase.co/rest/vl/pieces_sync_watermark?select=last_synced_at&collection=eq.annotations

Website: https://fvozafykwwnkuaoofcbz.supabase.co/rest/vl/pieces_sync_watermark?select=last_synced_at&collection=eq.tags

Website: https://memz-silk.vercel.app/?source=subagent-stop

Website: https://memz-silk.vercel.app/timeline?source=pieces_hint

Website: https://memz-silk.vercel.app/timeline?source=pieces_conversation

Website: https://memz-silk.vercel.app/timeline?source=subagent-stop

Website: https://memz-silk.vercel.app/timeline?source=pieces

Website: https://memz-silk.vercel.app/timeline?source=pieces_website

Website: https://memz-silk.vercel.app/timeline?source=pieces_event

Website: https://memz-silk.vercel.app/agents/shakespeare

[Command-Line Output] Claude MCP Setup: 1. claude mcp add --transport 2. claude mcp login chaser https://api.trychaser.com/mcp 3. claude mcp list Pinecone Index Status: - Index: master-brain-skills (serverless, AWS us-east-1, 1024d cosine) - Vectors: 1,643 chunks from 295 skills - Embedding model: Voyage voyage-3-large - Script: scripts/fanout_skills_to_pinecone.py Next Steps: 1. Phase 1B: SOPs index (master-brain-sops) 2. Phase 1C: Chat backups index (master-brain-chats) 3. Phase 3: HTTP search endpoint on Master Brain 4. Phase 4: Skill router SKILL.md implementation

[SUGGESTED_QUERY] Master Brain skills retrieval architecture

[SUGGESTED_QUERY] Pinecone vector index deployment scripts

[SUGGESTED_QUERY] Claude Code Chaser MCP setup

Website: https://www.youtube.com/playlist?list=PL3ufX1Aqkp140GBZVnnFFnjO-o2QL3TI6

Website: https://dev.to/choir241/my-thoughts-on-pieces-3cmc

Website: https://www.arm.com/company/success-library/pieces-for-developers

Website: https://pieces.app

Website: https://www.youtube.com/watch?v=WKGPuNc71uE

Website: https://github.com/pieces-app/support/discussions/422

Website: https://apps.microsoft.com/detail/9nb490vlc1ll?hl=en-US

Website: https://docs.pieces.app/products/meet-pieces/windows-installation-guide

Screen: masu sterbril e when ) yes and then https://memz-silk.vercel.app/agents here is whree ALLA agents memory which is also in masterbrain should be here when we things all fixed' The naming confusion that caused this: The fvozafylomnkuaoofcbz Supabase it as the storage layer. But Memz the AGENT and Memz the DB shouldn't be and the dashboard at memz-silk.vercel.app is just a view into that store, What this means in practice: project is named "Memz" in your records. I (and the previous build) treated the same thing — the agent operates on the canonical store (Master Brain), not its own DB. 1. Pieces ingester needs to retarget -4 write to gmgxxiqgshbbgzhqzngq.agent_memories with source=' , source=' pieces_annotation' , etc. 2. Re-embed with text-embedding-3-large @ 3072-dim to match Master Brain'

[SUGGESTED_QUERY] re-embedding agent memory vector space

[SUGGESTED_QUERY] Supabase agent memory integration strategy

[SUGGESTED_QUERY] Memz agent Master Brain architecture migration

[Command-Line Output] Pieces destination: Embedding Agent access. Memz's role: Current reality: - I've been calling "Memz" (text-embedding-3-small @ 1536-dim) a silo. - A Supabase DB + dashboard (project: gmgxxiqgshbbgzhqzngq.agent_memories) acts as the "Master Brain". - Master Brain uses text-embedding-3-large @ 3072-dim. - Every agent queries Master Brain via agent-memory.py. The naming confusion: The Supabase project is named "Memz" in records, but Memz the AGENT and Memz the DB shouldn't be the same thing. The dashboard at memz-silk.vercel.app is just a view into the store. Action Plan: 1. Pieces ingester needs to retarget writes to gmgxxiqgshbbgzhqzngq.agent_memories. 2. Re-embed with text-embedding-3-large @ 3072-dim to match Master Brain's vector space. 3. Memz dashboard reads from Master Brain instead of its own DB. 4. Memz the AGENT defined as a memory steward across all environments (Hindsight, Memo, Chroma, Pieces, Supermemory). 5. Decommission fvozafylomnkuaoofcbz.memories after migration. Did I get the model right? If yes, I'll write the brief score and hand it to Carlos to execute.

[SUGGESTED_QUERY] Carlos Memz project execution tasks

[SUGGESTED_QUERY] Supabase Master Brain vector embedding strategy

[SUGGESTED_QUERY] Memz agent architecture migration plan

[Web Browser Content] Memz - Agent Memory Bank Dashboard Unified agent memory bank — all sources, all agents. Total Memories: 74,171 Active Ingestion Sources: 13 Last Ingestion: 22m ago Agents with classified memory: 22 Memory Types: - Fact: 57,142 - Event: 16,807 - Pattern: 78 - Decision: 48 - Architecture: 41 Agent List: - Shakespeare: 41 memories (content, seo, ai-agents) - Tommy: 30 memories (technical-seo, ai-agents) - Queen: 37 memories (ai-agents, operations) - Gino: 34 memories (ai-agents, ghl, backend) - Knox: 27 memories (infrastructure, deployment, ai-agents) - Ghost: 32 memories (ai-agents, deployment) - Willie: 17 memories (wordpress, deployment) - Raven: 29 memories (ai-agents, backend) - Audit-Machine: 1 memory (ai-agents, backend)

[SUGGESTED_QUERY] List of active AI agents in Memz

[SUGGESTED_QUERY] AI agent memory statistics and ingestion sources

[SUGGESTED_QUERY] Memz agent memory bank dashboard overview