Logging

OpenClaw has two main log surfaces:

• File logs (JSON lines) written by the Gateway.
• Console output shown in terminals and the Gateway Debug UI.

The Control UI Logs tab tails the gateway file log. This page explains where logs live, how to read them, and how to configure log levels and formats.

Where logs live

By default, the Gateway writes a rolling log file under:

/tmp/openclaw/openclaw-YYYY-MM-DD.log

The date uses the gateway host's local timezone.

Each file rotates when it reaches logging.maxFileBytes (default: 100 MB). OpenClaw keeps up to five numbered archives beside the active file, such as openclaw-YYYY-MM-DD.1.log, and keeps writing to a fresh active log instead of suppressing diagnostics.

You can override this in ~/.openclaw/openclaw.json:

{
  "logging": {
    "file": "/path/to/openclaw.log"
  }
}

How to read logs

CLI: live tail (recommended)

Use the CLI to tail the gateway log file via RPC:

openclaw logs --follow

Useful current options:

• --local-time: render timestamps in your local timezone
• --url <url> / --token <token> / --timeout <ms>: standard Gateway RPC flags
• --expect-final: agent-backed RPC final-response wait flag (accepted here via the shared client layer)

Output modes:

• TTY sessions: pretty, colorized, structured log lines.
• Non-TTY sessions: plain text.
• --json: line-delimited JSON (one log event per line).
• --plain: force plain text in TTY sessions.
• --no-color: disable ANSI colors.

When you pass an explicit --url, the CLI does not auto-apply config or environment credentials; include --token yourself if the target Gateway requires auth.

In JSON mode, the CLI emits type-tagged objects:

• meta: stream metadata (file, cursor, size)
• log: parsed log entry
• notice: truncation / rotation hints
• raw: unparsed log line

If the implicit local loopback Gateway asks for pairing, closes during connect, or times out before logs.tail answers, openclaw logs falls back to the configured Gateway file log automatically. Explicit --url targets do not use this fallback.

If the Gateway is unreachable, the CLI prints a short hint to run:

openclaw doctor

Control UI (web)

The Control UI's Logs tab tails the same file using logs.tail. See Control UI for how to open it.

Channel-only logs

To filter channel activity (WhatsApp/Telegram/etc), use:

openclaw channels logs --channel whatsapp

Log formats

File logs (JSONL)

Each line in the log file is a JSON object. The CLI and Control UI parse these entries to render structured output (time, level, subsystem, message).

File-log JSONL records also include machine-filterable top-level fields when available:

• hostname: gateway host name.
• message: flattened log message text for full-text search.
• agent_id: active agent id when the log call carries agent context.
• session_id: active session id/key when the log call carries session context.
• channel: active channel when the log call carries channel context.

OpenClaw preserves the original structured log arguments alongside these fields so existing parsers that read numbered tslog argument keys keep working.

Talk, realtime voice, and managed-room activity emits bounded lifecycle log records through this same file-log pipeline. These records include event type, mode, transport, provider, and size/timing measurements when available, but omit transcript text, audio payloads, turn ids, call ids, and provider item ids.

Console output

Console logs are TTY-aware and formatted for readability:

• Subsystem prefixes (e.g. gateway/channels/whatsapp)
• Level coloring (info/warn/error)
• Optional compact or JSON mode

Console formatting is controlled by logging.consoleStyle.

Gateway WebSocket logs

openclaw gateway also has WebSocket protocol logging for RPC traffic:

• normal mode: only interesting results (errors, parse errors, slow calls)
• --verbose: all request/response traffic
• --ws-log auto|compact|full: pick the verbose rendering style
• --compact: alias for --ws-log compact

Examples:

openclaw gateway
openclaw gateway --verbose --ws-log compact
openclaw gateway --verbose --ws-log full

Configuring logging

All logging configuration lives under logging in ~/.openclaw/openclaw.json.

{
  "logging": {
    "level": "info",
    "file": "/tmp/openclaw/openclaw-YYYY-MM-DD.log",
    "consoleLevel": "info",
    "consoleStyle": "pretty",
    "redactSensitive": "tools",
    "redactPatterns": ["sk-.*"]
  }
}

Log levels

• logging.level: file logs (JSONL) level.
• logging.consoleLevel: console verbosity level.

You can override both via the OPENCLAW_LOG_LEVEL environment variable (e.g. OPENCLAW_LOG_LEVEL=debug). The env var takes precedence over the config file, so you can raise verbosity for a single run without editing openclaw.json. You can also pass the global CLI option --log-level <level> (for example, openclaw --log-level debug gateway run), which overrides the environment variable for that command.

--verbose only affects console output and WS log verbosity; it does not change file log levels.

Targeted model transport diagnostics

When debugging provider calls, use targeted environment flags instead of raising all logs to debug:

OPENCLAW_DEBUG_MODEL_TRANSPORT=1 openclaw gateway
OPENCLAW_DEBUG_MODEL_PAYLOAD=tools OPENCLAW_DEBUG_SSE=events openclaw gateway

Available flags:

• OPENCLAW_DEBUG_MODEL_TRANSPORT=1: emit request start, fetch response, SDK headers, first streaming event, stream completion, and transport errors at info level.
• OPENCLAW_DEBUG_MODEL_PAYLOAD=summary: include a bounded request payload summary in model request logs.
• OPENCLAW_DEBUG_MODEL_PAYLOAD=tools: include all model-facing tool names in the payload summary.
• OPENCLAW_DEBUG_MODEL_PAYLOAD=full-redacted: include a redacted, capped JSON payload snapshot. Use only while debugging; secrets are redacted but prompts and message text may still be present.
• OPENCLAW_DEBUG_SSE=events: emit first-event and stream-completion timing.
• OPENCLAW_DEBUG_SSE=peek: also emit the first five redacted SSE event payloads, capped per event.
• OPENCLAW_DEBUG_CODE_MODE=1: emit code-mode model-surface diagnostics, including when native provider tools are hidden because code mode owns the tool surface.

These flags log through normal OpenClaw logging, so openclaw logs --follow and the Control UI Logs tab show them. Without the flags, the same diagnostics remain available at debug level.

Trace correlation

File logs are JSONL. When a log call carries a valid diagnostic trace context, OpenClaw writes the trace fields as top-level JSON keys (traceId, spanId, parentSpanId, traceFlags) so external log processors can correlate the line with OTEL spans and provider traceparent propagation.

Gateway HTTP requests and Gateway WebSocket frames establish an internal request trace scope. Logs and diagnostic events emitted inside that async scope inherit the request trace when they do not pass an explicit trace context. Agent run and model-call traces become children of the active request trace, so local logs, diagnostic snapshots, OTEL spans, and trusted provider traceparent headers can be joined by traceId without logging raw request or model content.

Talk lifecycle log records also flow to OTLP logs when OpenTelemetry log export is enabled, using the same bounded attributes as file logs.

Model call size and timing

Model-call diagnostics record bounded request/response measurements without capturing raw prompt or response content:

• requestPayloadBytes: UTF-8 byte size of the final model request payload
• responseStreamBytes: UTF-8 byte size of streamed model response events
• timeToFirstByteMs: elapsed time before the first streamed response event
• durationMs: total model-call duration

These fields are available to diagnostic snapshots, model-call plugin hooks, and OTEL model-call spans/metrics when diagnostics export is enabled.

Console styles

logging.consoleStyle:

• pretty: human-friendly, colored, with timestamps.
• compact: tighter output (best for long sessions).
• json: JSON per line (for log processors).

Redaction

OpenClaw can redact sensitive tokens before they hit console output, file logs, OTLP log records, persisted session transcript text, or Control UI tool event payloads (tool start args, partial/final result payloads, derived exec output, and patch summaries):

• logging.redactSensitive: off | tools (default: tools)
• logging.redactPatterns: list of regex strings to override the default set. Custom patterns apply on top of the built-in defaults for Control UI tool payloads, so adding a pattern never weakens redaction of values already caught by the defaults.

File logs and session transcripts stay JSONL, but matching secret values are masked before the line or message is written to disk. Redaction is best-effort: it applies to text-bearing message content and log strings, not every identifier or binary payload field.

The built-in defaults cover common API credentials and payment-credential field names such as card number, CVC/CVV, shared payment token, and payment credential when they appear as JSON fields, URL parameters, CLI flags, or assignments.

logging.redactSensitive: "off" only disables this general log/transcript policy. OpenClaw still redacts safety-boundary payloads that can be shown to UI clients, support bundles, diagnostics observers, approval prompts, or agent tools. Examples include Control UI tool-call events, sessions_history output, diagnostics support exports, provider error observations, exec approval command display, and Gateway WebSocket protocol logs. Custom logging.redactPatterns can still add project-specific patterns on those surfaces.

Diagnostics and OpenTelemetry

Diagnostics are structured, machine-readable events for model runs and message-flow telemetry (webhooks, queueing, session state). They do not replace logs — they feed metrics, traces, and exporters. Events are emitted in-process whether or not you export them.

Two adjacent surfaces:

• OpenTelemetry export — send metrics, traces, and logs over OTLP/HTTP to any OpenTelemetry-compatible collector or backend (Grafana, Datadog, Honeycomb, New Relic, Tempo, etc.). Full configuration, signal catalog, metric/span names, env vars, and privacy model live on a dedicated page: OpenTelemetry export.
• Diagnostics flags — targeted debug-log flags that route extra logs to logging.file without raising logging.level. Flags are case-insensitive and support wildcards (telegram.*, *). Configure under diagnostics.flags or via the OPENCLAW_DIAGNOSTICS=... env override. Full guide: Diagnostics flags.

To enable diagnostics events for plugins or custom sinks without OTLP export:

{
  diagnostics: { enabled: true },
}

For OTLP export to a collector, see OpenTelemetry export.

Troubleshooting tips

• Gateway not reachable? Run openclaw doctor first.
• Logs empty? Check that the Gateway is running and writing to the file path in logging.file.
• Need more detail? Set logging.level to debug or trace and retry.

Related

• OpenTelemetry export — OTLP/HTTP export, metric/span catalog, privacy model
• Diagnostics flags — targeted debug-log flags
• Gateway logging internals — WS log styles, subsystem prefixes, and console capture
• Configuration reference — full diagnostics.* field reference