| name | golem-debug-agent-history |
| description | Querying the operation log. Use when dumping or searching the oplog, or debugging agent behavior from its recorded history. |
Debugging Agent History
Both golem and golem-cli can be used — all commands below work with either binary.
The <AGENT_ID> format depends on the agent's language — refer to the language-specific invocation skills for the exact syntax.
To check agent metadata and status, load the golem-get-agent-metadata skill. To revert agent state, load the golem-undo-agent-state skill.
agent oplog — Query the Operation Log
Stream or search an agent's operation log (oplog). The oplog records every operation the agent has performed — invocations, side effects, persistence boundaries, etc.
golem agent oplog <AGENT_ID> [OPTIONS]
Flags
| Flag | Description |
|---|
--from <INDEX> | Start from a specific oplog entry index. Cannot be combined with --query. |
--query <LUCENE_QUERY> | Search oplog entries using a Lucene query string. Cannot be combined with --from. |
If neither --from nor --query is provided, the entire oplog is streamed.
Output
Each text entry is printed with its index (e.g. #00042:) followed by a labeled header and fields. In structured formats (json, yaml, toon), agent oplog emits one output document per entry with $type: "agent.oplog", index, and entry; parse stdout as a sequence of documents, not as one array or object. The entry types rendered are:
| Entry | Description |
|---|
CREATE | Agent creation — shows timestamp, component revision, env vars, parent, initial plugins |
CALL | Host function call — shows function name, input, and result |
INVOKE | Agent method invocation started — shows method name, idempotency key, and input |
INVOKE COMPLETED | Invocation finished — shows consumed fuel and result |
ENQUEUED INVOCATION | Pending method invocation — shows method name and idempotency key |
ENQUEUED AGENT INITIALIZATION | Pending agent initialization |
ENQUEUED SAVE SNAPSHOT / ENQUEUED LOAD SNAPSHOT | Pending snapshot operations |
ENQUEUED MANUAL UPDATE | Pending manual update — shows target revision |
SUSPEND | Agent suspended |
ERROR | Error with retry info — shows retry-from index and error details |
LOG | Log entry — shows level and message |
GROW MEMORY | Memory growth — shows size increase |
CREATE RESOURCE / DROP RESOURCE | Resource lifecycle — shows resource id |
BEGIN ATOMIC REGION / END ATOMIC REGION | Atomic operation boundaries |
BEGIN REMOTE WRITE / END REMOTE WRITE | Remote write boundaries |
ENQUEUED UPDATE / SUCCESSFUL UPDATE / FAILED UPDATE | Component update lifecycle |
ACTIVATE PLUGIN / DEACTIVATE PLUGIN | Plugin lifecycle — shows plugin name, version, priority |
REVERT | Oplog revert — shows target oplog index |
CANCEL INVOCATION |
Examples
Stream the full oplog:
golem agent oplog <AGENT_ID>
Dump starting from entry 100:
golem agent oplog <AGENT_ID> --from 100
Search for specific entries:
golem agent oplog <AGENT_ID> --query "error"
