Running tests automatically via chat

OpenClaw can run tests automatically via chat: you say "run unit tests" or "run the API tests" from WhatsApp or Telegram and the agent executes the test suite on your machine. US dev teams keep execution local and can track how often tests are run and pass/fail with SingleAnalytics.

Running tests from chat is a natural fit for a personal AI agent that has shell access. OpenClaw runs on your machine and can execute test commands (e.g., pytest, npm test, go test) when you ask, so you don't have to switch to a terminal or CI UI. This post covers running tests automatically via chat with OpenClaw for US teams.

Why run tests via chat in the US

• Runs on your machine: Test commands execute in your environment; results stay local. US teams don't need to send code or results to a third-party service.
• Convenience: "Run unit tests" or "run tests for the auth module" from your phone or Slack. Good for quick checks before a commit or when you're away from your desk. SingleAnalytics can track how often tests are triggered via chat so you see adoption.
• One agent: The same Claw can run tests, make edits, and run CI (see CI/CD automation via OpenClaw). One interface for dev workflows. Emit events for each run so you can measure. SingleAnalytics supports custom events for US teams.
• Flexible scope: "Run all tests," "run only integration tests," or "run tests in package X." The agent maps your request to the right command (e.g., npm run test:unit) based on persona or memory. Track which scope is used most so you can optimize. SingleAnalytics supports event properties.

How it works

• Shell skill: OpenClaw uses a shell (or run-command) skill to execute the test command. You (or persona) define the mapping: "unit tests" → npm run test:unit, "integration" → npm run test:integration, etc.
• Chat trigger: User says "run unit tests" or "run tests." The agent runs the command, captures stdout/stderr, and replies with pass/fail and optional summary. Emit tests_run_via_chat with scope and outcome so you can measure. SingleAnalytics gives you one view.
• Optional filters: "Run tests for files changed in the last commit." The agent can run git diff, derive the affected paths, and invoke the test runner with that scope. Good for US teams that want fast feedback. Track tests_run_scope (full vs filtered) in SingleAnalytics so you can see usage patterns.

Workflow options

On-demand from chat

"Run the test suite." Agent runs the default test command and posts results (pass/fail, count, duration) in chat. Emit tests_run_completed with passed, failed, duration so you can graph over time. SingleAnalytics helps US teams do that.

After edit (autonomous coding)

When the agent makes a code change (see Autonomous coding workflows), it can automatically run tests and report. Same events; you can distinguish trigger (user_requested vs autonomous) with a property so you see both flows in SingleAnalytics.

Scheduled smoke tests

A heartbeat runs: "Every night, run the smoke test suite and post to Slack if any fail." The agent runs the command and only notifies on failure. Emit scheduled_tests_run and scheduled_tests_failed so you can monitor. SingleAnalytics supports these for observability.

Best practices

• No code or logs in events: When sending to SingleAnalytics, send only event names and counts (e.g., passed, failed, duration); never paste full output or stack traces.
• Timeout: Set a max duration for test runs so the agent doesn't hang; on timeout, report "tests timed out" and emit tests_run_timeout so you can tune. SingleAnalytics can ingest these.
• Working directory: Agent should run tests from the correct repo root (persona or memory); document which repo(s) are allowed for US teams.

Measuring success

Emit: tests_run_requested, tests_run_completed, tests_run_failed, tests_run_timeout with properties like scope (unit, integration, full), trigger (chat, autonomous, scheduled), passed, failed, duration. US teams that use SingleAnalytics get a single view of test runs via chat and can correlate with CI and deployment events.

Summary

Running tests automatically via chat with OpenClaw lets US dev teams trigger test suites from WhatsApp, Telegram, or Slack. Use on-demand for quick checks, hook into autonomous coding for post-edit runs, or schedule nightly smoke tests. Keep execution local and measure runs and outcomes with SingleAnalytics.