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Configured tool · read-only

get_learning

Read shared account learning: source-linked observations and exploratory advice for one learning scope.

read-onlynon-destructiveclosed-world

Human and agent roles

Configured boundary

Configured workspace

Read-only. It does not apply advice, correct a brief, fund a job, approve a plan or publish. Private drafts are never returned.

This reference describes a connection made with @postdom/mcp@0.4.0 and a workspace-scoped agent key created in Accounts.

Callable schema

Input fields

Field names match the configured tool schema. Runtime-only constraints are labeled separately from schema validation.

FieldTypeContract
scopeIdOptional
uuid
Optional.

Call get_learning with no arguments to read the default scope, or pass scopeId for one scope.

Synthetic values

Example call

Identifiers and values are examples. They do not represent a connected workspace or accepted media source.

EXAMPLE CALL · CONFIGURED TOOL SCHEMA
get_learning({})

Observed API record

Return shape

Returns learning, or null when the scope has nothing saved. Inside learning: the scope, each observation with its source, and any exploratory advice with its validity.

learning.scopeidentity
Identifies what the observations are about.
learning.observations[]source-linked evidence[]
Each observation carries the recorded measurement and the post or account it came from.
learning.adviceexploratory advice
Advice is exploratory and may be invalidated later.
learning.advice.validityvalidity
Says whether advice still stands.

Stop conditions

Agent handoff

learning present

Read the numbers behind it

Read get_performance and get_best_posts for the numbers behind an observation.

learning null

Read what a person wrote

Read get_brief for the guidance a person wrote.

VERIFIED · 26 AUGUST 2026GET /v1/learning

Examples are synthetic. Human workspace-key creation and revocation remain in the authenticated Accounts screen.