Mind FAQs

Question 1

How does Mind's 'explainable recall' feature work?

Accepted Answer

Mind's recall combines script-aware tokenization, inverse-document-frequency matching, related-term expansion, bounded spreading activation, and reciprocal-rank fusion. The `recall --explain` command provides detailed scoring and process calls for full transparency on how facts are retrieved.

Question 2

How does Mind ensure data privacy and control?

Accepted Answer

Mind offers comprehensive privacy controls, including `forget` to remove facts from retrieval, `unlink` to break relations, `redact` to replace payloads, and `purge` for irreversible removal of identifiers and data across all managed stores and backups.

Question 3

What makes Mind an 'offline-first' and 'zero-dependency' tool?

Accepted Answer

Mind operates entirely locally and offline, distributed as a single Python file with no external dependencies. This ensures deterministic, private, and self-contained memory management, making it highly reliable and auditable for sensitive developer environments.

Question 4

Can Mind's memory be versioned or merged like code?

Accepted Answer

Yes, Mind supports Git-mergeable journals. Its three-way merge command can deterministically deduplicate and order events, allowing you to replay merged journals into a consistent graph, crucial for collaborative development or version-controlled agent memory.

Question 5

What is Mind and how does it benefit AI coding agents?

Accepted Answer

Mind is a local, persistent memory system for AI coding agents, designed for automatic knowledge capture, explainable recall, and privacy-controlled offline storage. It helps agents retain project facts, consolidate knowledge, and provide transparent insights into their reasoning.

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