MAP Documentation

The CLI is a Rust binary at services/map-cli. After map login you can dispatch any operation on MIND from the shell.

Common flags

Flag	Effect
`--input <json>`	Operation payload (or read from stdin)
`--version v1.0.0`	Pin a specific protocol version
`--idempotency-key <k>`	Required for safe retries of state-changing ops
`--audit-tail`	Print the audit record(s) produced
`--output human`	Pretty-print response (default: json)

map invoke MIND store_memory --input '{"kind":"episodic","payload":{"tag":"demo","data":"hello"}}'

Insert a memory cell into one of the four memory types with optional vector + graph indexing.

Capability: map.mind.store_memory

map invoke MIND recall_memory --input '{"kind":"episodic","limit":10}'

Recall memories by semantic, structural, or temporal predicate; returns ranked results with provenance.

Capability: map.mind.recall_memory

map invoke MIND associate_memories --input '{"example":true}'

Create or strengthen an association between memory cells; updates the knowledge graph.

Capability: map.mind.associate_memories

map invoke MIND query_knowledge --input '{"example":true}'

Query the knowledge graph for subgraph snapshots, optionally bound by source attestation.

Capability: map.mind.query_knowledge

map invoke MIND fusion_request --input '{"example":true}'

Compose a multi-modal fusion across memory types for a higher-level reasoning bind.

Capability: map.mind.fusion_request

map invoke MIND mind.beliefs.assert --input '{"example":true}'

Assert a belief into the belief base; justifications recorded.

Capability: map.mind.mind.beliefs.assert

map invoke MIND mind.beliefs.retract --input '{"example":true}'

Retract a previously asserted belief; justification chain updated.

Capability: map.mind.mind.beliefs.retract

map invoke MIND mind.beliefs.query --input '{"example":true}'

Query the active belief base by predicate.

Capability: map.mind.mind.beliefs.query

map invoke MIND mind.beliefs.justify --input '{"example":true}'

Return the justification chain for a held belief.

Capability: map.mind.mind.beliefs.justify

map invoke MIND mind.beliefs.subscribe --input '{"example":true}'

Subscribe to belief changes for live reasoning binds.

Capability: map.mind.mind.beliefs.subscribe

map invoke MIND wm.bridge --input '{"example":true}'

Working memory bridge — feature-gated; exposes WM events to bound reasoning services.

Capability: map.mind.wm.bridge

See CLI reference for global flags, login, MCP integration.