golemcloud 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 |
Cancelled pending invocation — shows idempotency key |
START SPAN / FINISH SPAN / SET SPAN ATTRIBUTE |
Tracing span operations |
CHANGE PERSISTENCE LEVEL |
Persistence level change |
BEGIN REMOTE TRANSACTION / COMMITTED REMOTE TRANSACTION / ROLLED BACK REMOTE TRANSACTION |
Remote transaction lifecycle |
SNAPSHOT |
Snapshot data — shows mime type and data (JSON or binary size) |
OPLOG PROCESSOR CHECKPOINT |
Plugin oplog processor checkpoint — shows plugin, target agent, confirmed/sending indices |
SET RETRY POLICY / REMOVE RETRY POLICY |
Retry policy changes |
RESTART |
Agent restart |
INTERRUPTED / EXITED |
Agent interrupted or exited |
NOP |
No-operation marker |
JUMP |
Oplog jump — shows from/to indices |
STORAGE USAGE UPDATE |
Filesystem storage usage change |
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"