MARC
CLI
`map invoke MARC` recipes for every operation.
The CLI is a Rust binary at services/map-cli. After map login you can dispatch any operation on MARC 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) |
Recipes
reasoning_task
map invoke MARC reasoning_task --input '{"intent":"demo reasoning task","budget":{"tokens":4096,"deadline_ms":8000}}'Submit a bounded reasoning task. Returns a derivation tree with citations and confidence band.
Capability: map.marc.reasoning_task
publish_model
map invoke MARC publish_model --input '{"example":true}'Register a reasoning model artifact in MARS under the calling org.
Capability: map.marc.publish_model
share_model
map invoke MARC share_model --input '{"example":true}'Share a published model with another org under a MOAT treaty.
Capability: map.marc.share_model
causal_analysis
map invoke MARC causal_analysis --input '{"example":true}'Compute P(Y | do(X)) over a Bayesian world-model snapshot from MIND.
Capability: map.marc.causal_analysis
See CLI reference for global flags, login, MCP integration.