OIP system: Agents
Agents
A generated article for one OIP shelf. It lists every operation in this API/CLI/MCP/device/model/core subsystem, links each leaf article, and gives the ledger path for proof.
This page is the operating article for one build subsystem. It is generated from live directory rows. If a task belongs to this subsystem, scan the operations below, open the matching capability article, run only the exact object named there, and verify by receipt.
Kind: model. Capabilities: 12. Machine system map: /api/dispatch?map=AGENT&format=markdown. Root: /a/oip.
Operations
AGENT_IMPORT
Cannibalize an agent definition (md frontmatter name/description/model/tools) into a proposed agent row. PROPOSE only Use when: you need to agent import Arguments: source(url|r2:key|raw)|category. Human article: /a/oip-capability-agent-import. Machine doc: ?key=AGENT_IMPORT&format=markdown. Invocation history: /api/invocations?object_id=AGENT_IMPORT.
AGENT_SPAWN
Spawn a resident agent that loops on a goal until done (durable, survives Mac sleep) Use when: you need to agent spawn Arguments: goal|brain|maxSteps. Human article: /a/oip-capability-agent-spawn. Machine doc: ?key=AGENT_SPAWN&format=markdown. Invocation history: /api/invocations?object_id=AGENT_SPAWN.
AGENT_LIST
List resident agents and their live status Use when: you need to agent list Arguments: none. Human article: /a/oip-capability-agent-list. Machine doc: ?key=AGENT_LIST&format=markdown. Invocation history: /api/invocations?object_id=AGENT_LIST.
AGENT
Control a resident agent Use when: you need to agent Arguments: op(status|send|pause|resume|kill|events)|id|msg. Human article: /a/oip-capability-agent. Machine doc: ?key=AGENT&format=markdown. Invocation history: /api/invocations?object_id=AGENT.
AGENT_LEARN
save a lesson/working pattern to an agent persistent memory. Args: agent|lesson. Use when: the user says something works, prefers a style, or gives feedback worth keeping. Human article: /a/oip-capability-agent-learn. Machine doc: ?key=AGENT_LEARN&format=markdown. Invocation history: /api/invocations?object_id=AGENT_LEARN.
AGENT_RECALL
load an agent saved lessons/patterns. Arg: agent. Use when: at the start of a creative job, to apply what worked before. Human article: /a/oip-capability-agent-recall. Machine doc: ?key=AGENT_RECALL&format=markdown. Invocation history: /api/invocations?object_id=AGENT_RECALL.
AGENT_BRIDGE
Invokable OIP capability. Human article: /a/oip-capability-agent-bridge. Machine doc: ?key=AGENT_BRIDGE&format=markdown. Invocation history: /api/invocations?object_id=AGENT_BRIDGE.
AGENT_TURNS
last N agent turns across all CLI agents (claude, codex, grok, …). $1 = agent id or "all", $2 = limit (default 5). Use when: "what did codex do", "show agent turns", cross-agent audit. Human article: /a/oip-capability-agent-turns. Machine doc: ?key=AGENT_TURNS&format=markdown. Invocation history: /api/invocations?object_id=AGENT_TURNS.
AGENT_TURNS_TRACE
agent turns linked to one ledger trace_id. $1 = trace_id, $2 = limit (default 20). Use when: "what CLI agents ran on this trace", incident/debug linkage. Human article: /a/oip-capability-agent-turns-trace. Machine doc: ?key=AGENT_TURNS_TRACE&format=markdown. Invocation history: /api/invocations?object_id=AGENT_TURNS_TRACE.
AGENT_TURNS_ISSUES
agent turns matching issue tags (risk, protected, file_edit, unaudited, audit_fail). $1 = tag, $2 = limit. Use when: "show risky agent turns", "unaudited codex turns", filterable issue triage. Human article: /a/oip-capability-agent-turns-issues. Machine doc: ?key=AGENT_TURNS_ISSUES&format=markdown. Invocation history: /api/invocations?object_id=AGENT_TURNS_ISSUES.
AGENT_TURNS_FILTER
multi-filter agent turn query. $1=agent|all, $2=tag|risk|all, $3=limit. Use when: cross-agent issue board, "gemini risk turns", audit backlog. Human article: /a/oip-capability-agent-turns-filter. Machine doc: ?key=AGENT_TURNS_FILTER&format=markdown. Invocation history: /api/invocations?object_id=AGENT_TURNS_FILTER.
AGENT_SPAWN_CLI
Invokable OIP capability. Human article: /a/oip-capability-agent-spawn-cli. Machine doc: ?key=AGENT_SPAWN_CLI&format=markdown. Invocation history: /api/invocations?object_id=AGENT_SPAWN_CLI.