Retrieve a bounded neighborhood of this team's reviewed, approved memory around a topic. Call this once at the start of a session, before starting work, so you inherit what teammates already learned instead of rediscovering it. anchor is the topic/title to search around (e.g. "Postgres connection pool exhaustion"); hops bounds how far the traversal spreads from it (default 2); hub_cutoff stops traversal through overly-connected "hub" nodes so one popular node doesn't pull in the whole graph. Returns a neighborhood list of memory nodes plus approx_tokens, what folding them into context would actually cost.

Log what happened this session as a memory node for the team to reuse. Call this once at the end of a session that learned something worth keeping - a root cause, a fix, a decision, a gotcha. The node starts PENDING and is invisible to retrieve_context until an admin approves it (or it matches an auto-approve rule) - this is a deliberate review gate, not a bug. title is a short, searchable summary (this is what future retrieve_context anchors match against); body is the actual content; tags and links are optional and help retrieval and review. agent_id/task_id are optional ids from create_agent/create_task - attaching them lets an admin auto-approve by agent (see create_auto_approve_rule, admin-only) and lets future retrieval be scoped to a task.

Register an agent identity with the team, so logged sessions can be attributed to it (pass the returned id as log_session's agent_id) and so an admin can target it with an auto-approve rule. name is how it shows up in the review UI; description and system_prompt are optional context for reviewers.

List the agent identities already registered with this team, e.g. to find an existing agent's id instead of creating a duplicate with create_agent.

Register a task with the team, so logged sessions can be scoped to it (pass the returned id as log_session's task_id) - useful when several sessions across one piece of work should be filterable together later. name is how it shows up in the review UI; description is optional context.

List the tasks already registered with this team, e.g. to find an existing task's id instead of creating a duplicate with create_task.