mindscript-ledger

Temporal Ledger & Recall Engine for MindScript

by Peace Thabiwa — SAGEWORKS AI

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What is MindScript Ledger?

MindScript Ledger is the memory fabric for the MindScript ecosystem.

Instead of relying on raw chat history, it stores:

• normalized prompts (inputs)
• logic and stage metadata
• pattern hashes
• temporal order
• threads of interaction
• snapshots and deltas

This lets you:

• reconstruct past sessions deterministically
• recall patterns instead of keywords
• replay state transitions
• share memory across different AI models (GPT, Gemini, etc.)

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Repo Contents

• 2-OVERVIEW.md — conceptual overview
• 3-spec/ — full ledger model specification
• 4-schemas/ — JSON schemas for entries, threads, patterns, snapshots
• 5-storage/ — storage layout + compaction rules
• 6-engine/ — ingestion, state machine, reconstruction docs
• 7-query-language/ — MSQL (MindScript Query Language)
• 8-integrations/ — how this binds to MindScript Core + Templates
• 9-examples/ — concrete example files
• 10-roadmap.md — future plans

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Status

• v0.1 — Specification + schemas
• v0.2 — Reference implementations (planned)
• v1.0 — Production-ready engine (future)

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Ecosystem

MindScript repos:

• mindscript-core — language spec & laws
• mindscript-templates — multimodal templates
• mindscript-ledger — this repo, temporal memory layer