MAGI
CLI
`map invoke MAGI` recipes for every operation.
The CLI is a Rust binary at services/map-cli. After map login you can dispatch any operation on MAGI 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
trace
map invoke MAGI trace --input '{"example":true}'Trace activations through a model for a given input; returns circuit map.
Capability: map.magi.trace
attribute
map invoke MAGI attribute --input '{"example":true}'Compute feature attribution: which inputs caused which output.
Capability: map.magi.attribute
circuit
map invoke MAGI circuit --input '{"example":true}'Discover named circuits — induction heads, copy circuits, refusal directions.
Capability: map.magi.circuit
See CLI reference for global flags, login, MCP integration.