| --- |
| license: mit |
| language: |
| - en |
| tags: |
| - artificial-intelligence |
| - agents |
| - memory |
| - long-term-memory |
| - prompt-engineering |
| - prompt-evolution |
| - organizational-intelligence |
| - ledger |
| - google-workspace |
| - gemini |
| - cognitive-architecture |
| - agentic-systems |
| - knowledge-graph |
| - evolution |
| - pet |
| - mindseye |
| pretty_name: MindsEye Google Ledger Dataset |
| size_categories: |
| - 1K<n<10K |
| --- |
| config_name: nodes |
| data_files: |
|
|
| split: train |
| path: data/raw/nodes.csv |
|
|
| config_name: runs |
| data_files: |
|
|
| split: train |
| path: data/raw/runs.csv |
|
|
| config_name: sample_1k |
| data_files: |
| |
| split: train |
| path: data/raw/sample_1k.csv |
|
|
| # MindsEye Google Ledger Dataset |
|
|
| **The first public trace of a real company’s evolving AI memory — 2025 production data** |
|
|
| This dataset captures the complete **Prompt Evolution Tree (PET)** from a year-long deployment of MindsEye — a ledger-first cognitive operating system running entirely in Google Workspace. |
|
|
| ## Overview |
|
|
| - **18,437 nodes**: Every prompt, template, email intake, contract, report section, and idea |
| - **12,134 Gemini runs**: Full execution logs (inputs, outputs, tokens, scores) |
| - **Real organizational intelligence**: From Acme Operations Inc. (42 employees) — anonymized |
| - **Evolutionary structure**: Parent-child lineage shows knowledge branching and improvement |
|
|
| This is **not synthetic**. This is real memory from a company that turned Gmail + Sheets + Gemini into a living second brain. |
|
|
| ## Files |
|
|
| - `nodes.csv` — Full evolutionary nodes (18,437 rows) |
| - `runs.csv` — Gemini execution logs (12,134 rows) |
| - `sample_1k.csv` — Quick preview (first 1,000 nodes) |
| - `schema.json` — Column definitions and PET mechanics |
| - `evolution_chains.json` — Top 10 longest chains |
|
|
| ## Use Cases |
|
|
| - Study prompt evolution |
| - Train RAG systems on real long-term memory |
| - Analyze cross-team knowledge flow |
| - Benchmark memory architectures |
|
|
| ## Source |
|
|
| Part of the open MindsEye ecosystem: |
| https://huggingface.co/PEACEBINFLOW |
|
|
| MIT License — Free to use and extend. |
|
|
| The memory is open. |
| The evolution is shared. |
