Logging from a Scala Agent
SkillCommunicationAdds logging so your Scala Golem agent can print debug, info and error messages while running.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Logging from a Scala Agent skill
About this skill
Adding logging to a Scala Golem agent. Use when the user asks about logging, log messages, log levels, wasi:logging, golem.wasi.Logging, or printing debug/info/error output from a Scala agent.
What this skill tells your AI
The instructions your AI receives, as published by golemcloud/golem in golem-skills/skills/scala/golem-logging-scala/SKILL.md and read by ahel’s review.
The Scala SDK provides golem.wasi.Logging — a typed facade over wasi:logging/logging with convenience methods for each log level and an optional context parameter.
Quick Start
Import and use the Logging object directly — no initialization needed:
import golem.wasi.Logging
Logging.info("order created: " + orderId)
Logging.debug("processing item: " + itemId)
Logging.warn("retry attempt " + attempt + " for request " + reqId)
Logging.error("failed to connect: " + err.getMessage)
Log Levels
| Method | WASI Level | Use for |
|---|---|---|
Logging.trace(msg) | trace | Fine-grained control flow |
Logging.debug(msg) | debug | Debugging information |
Logging.info(msg) | info | Monitoring, normal operations |
Logging.warn(msg) | warn | Hazardous situations |
Logging.error(msg) | error | Serious errors |
Logging.critical(msg) | critical | Fatal errors |
Context Strings
Every method accepts an optional context parameter (defaults to ""). Use it to scope log entries to a subsystem or request:
Logging.info("connected to database", context = "db")
Logging.debug(s"query took ${ms}ms", context = "db/query")
Logging.error(s"timeout after ${retries} retries", context = "http-client")
For the lowest-level API, call Logging.log directly:
Logging.log(Logging.Level.Critical, "shutdown", "system is shutting down")
Using println / System.err.println
Standard output and error also work and are captured by Golem:
println("stdout message")
System.err.println("stderr message")
These appear in golem agent stream output but lack log levels and context. Prefer Logging.* methods for structured, filterable logging.
Viewing Logs
Stream live agent output:
golem agent stream '<agent-id>'
Or during an invocation:
golem agent invoke '<agent-id>' '<method>' [args]
Key Points
- No setup needed —
golem.wasi.Loggingis available fromgolem-scala-corewhich is already in the project dependencies - All methods map directly to the
wasi:logging/loggingWASI interface - Context strings help group and filter log entries by subsystem
- Logs are recorded in the oplog and visible via
golem agent streamandgolem agent invoke - Logging is a side effect — during replay (crash recovery), log calls from replayed operations are skipped
Signals
- GitHub stars
- 2k
- Forks
- 210
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
golem-logging-scala- Source
- github.com/golemcloud/golem