GuanceCloud

Plan, audit, implement, repair, and validate Real User Monitoring across Web, MiniApp, Android, iOS/tvOS, macOS, HarmonyOS, React Native, Flutter, UniApp, C++, and Unity repositories. Use for browser/mobile RUM access, Public DataWay or DataKit delivery,…

Instrument repositories in every language with an official OpenTelemetry implementation: C++, C#/.NET, Erlang/Elixir, Go, Java, JavaScript/TypeScript, Kotlin, PHP, Python, Ruby, Rust, and Swift. Use when a user asks to add or deepen traces, correlated logs,…

Generate, repair, or review Guance Dashboard JSON from real metrics CSV files, tag metadata, and resource-catalog or custom-object CSV/JSON data.

Generate Guance monitor JSON from CSV metric files for any component.

Convert Grafana dashboard JSON into Guance dashboard JSON with a fully self-contained skill package. Use when the user wants to analyze Grafana dashboards before conversion, run conversion, audit conversion gaps, improve units or PromQL compatibility with…

Use the owl CLI for Guance queries, diagnostics, root-cause analysis, and structured Markdown reports.

Convert Prometheus alerting rules into Guance monitor JSON and validate all generated DQL.

Generate, fix, explain, and review DQL; final executable DQL must pass dqlcheck item by item.

Create, review, and validate GuanceCloud Arbiter scripts for security detection rules. Use when Codex needs to author SIEM or CSPM detection logic, query data with dql or PromQL, process DQL series, call trigger to generate security events, inspect Arbiter…

生成、修复、解释、评审 DQL。凡是要交付“最终可执行 DQL”，都必须先逐条通过 dqlcheck 校验，再输出最终结果。

Create, refine, and validate GuanceCloud/DataKit pipeline scripts from raw message samples. Use when Codex needs to author pipeline .p scripts, choose json/load_json versus grok extraction for text or JSON messages, run pipeline-go validation, or debug…

Use when debugging with an external DataKit bug-report bundle such as info-<timestamp> or info-<timestamp>.zip, and you need to use the current bundle as the primary evidence while treating docs/bug-report as historical hints

Synchronize user-visible Guance browser SDK changes into the sibling dataflux-doc repository and deliver the documentation through a GitLab merge request targeting release. Use after changing browser RUM behavior, public APIs, configuration, framework…

Write a new library instrumentation end-to-end. Use when the user ask to add a new APM integration or a library instrumentation.

Use when the user wants to install or upgrade the OpenClaw OTEL plugin through the GTrace install flow, and expects the agent to build and run the install command from explicit parameters such as installer URL, endpoint, token, version, and tags. This skill…