investigate
investigate is an agent skill published by launchdarkly, listed under deploy & operate. It lives in the launchdarkly/ai-tooling repository, which has 28 GitHub stars and is licensed under NOASSERTION; we last read it on 2026-09-16.
Analyzes observability data such as logs, traces, errors, sessions, and metrics to identify root causes and provide actionable evidence. Used when users report bugs or unexpected behaviors or seek insights into application patterns.
Install
skills is a generic installer for any repository of Claude agent skills -- it reads launchdarkly/ai-tooling’s own structure rather than assuming one, the same way this page reads the skill’s own SKILL.md rather than assuming a format.
npx skills add launchdarkly/ai-tooling
Maintenance
Analyzes observability data — logs, traces, errors, sessions, and metrics — to find root cause and actionable evidence. Use when the user reports a bug, an unexpected behavior, or asks about patterns across application data.
investigate compared with similar skills
| Skill | Publisher | What it does | Repo stars | Last update |
|---|---|---|---|---|
| investigate (this page) | launchdarkly | Analyzes observability data — logs, traces, errors, sessions, and metrics — to find root cause and actionable… | 28 | 2026-10-24 |
| create-fix-pr(same repository) | launchdarkly | Investigates a root cause and files a minimal fix PR for a reported bug or observability finding. | 28 | 2026-10-24 |
| create-graph(same repository) | launchdarkly | Creates observability dashboards and graphs from logs, traces, errors, sessions, metrics, and events data by… | 28 | 2026-10-24 |
| internal-comms | anthropic | A set of resources to help me write all kinds of internal communications, using the formats that my company l… | 183,845 | 2026-10-09 |
| xlsx | anthropic | Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user… | 183,845 | 2026-10-09 |
| ci-cd-and-automation | addyosmani | Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you… | 110,611 | 2026-10-13 |
| observability-and-instrumentation | addyosmani | Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing… | 110,611 | 2026-10-13 |
Skills from the same repository first, then others for this job by repository stars. Figures are from each repository when we last read it.
Common questions about investigate
- What does investigate do?
- Analyzes observability data such as logs, traces, errors, sessions, and metrics to identify root causes and provide actionable evidence. Used when users report bugs or unexpected behaviors or seek insights into application patterns.
- How do I install investigate?
- Run npx skills add launchdarkly/ai-tooling. The skills installer reads the repository’s own structure, so it works for any repository of agent skills.
- Who publishes investigate?
- launchdarkly.
- Is investigate maintained, and what licence does it use?
- Its repository has 28 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-24. The repository declares the NOASSERTION licence.
More agent skills for deploy & operate
- ai-content-pipelineby 101-skills
- explainer-video-guideby 101-skills
- ci-cd-and-automationby addyosmani
- observability-and-instrumentationby addyosmani
- internal-commsby anthropic
- xlsxby anthropic