Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Java OpenTelemetry style for Maple: zero-code Java agent or manual SDK with OTLP HTTP exporters, inline endpoint + ingest key, semconv resource attributes, OTLP-bridged Logback / SLF4J logs.
Next.js / Vercel OpenTelemetry style for Maple: instrumentation.ts, @vercel/otel bootstrap, native @opentelemetry/api call sites, inline endpoint + ingest key, no raw NodeSDK replacement.
Onboard a project to Maple by installing OpenTelemetry traces, logs, and metrics across every app and service in the repo. Triggers on requests like 'install Maple', 'set up Maple', 'add Maple telemetry', 'onboard this repo to Maple', 'instrument with OpenTelemetry for Maple'.
General OpenTelemetry onboarding style for Maple: native APIs, signal quality, inline keys, VCS resource attributes, LLM metrics, and smoke checks.
Rust OpenTelemetry style for Maple: opentelemetry + opentelemetry_sdk + opentelemetry-otlp HTTP exporter, tracing-opentelemetry bridge for the tracing crate, inline endpoint + ingest key, semconv resource attributes.
通过官方脚本将 openclaw-qqbot 插件升级到最新 npm 版本。当用户要求更新 QQ 机器人插件、升级 qqbot 扩展或同步官方最新版时使用。
Detects data drift in time series forecasting pipelines using RangeDriftDetector and PopulationDriftDetector. Covers range-based out-of-range detection and statistical distribution tests. Use when the user wants to monitor model reliability in production.
Client Credentials Flow for service-to-service (daemon) authentication in MSAL.NET without user involvement
Extend OpenTelemetry instrumentation when new functionality is added to the MCP Gateway. Use when (1) new operations/functions are added, (2) reviewing code for missing instrumentation, (3) user requests otel/telemetry additions, or (4) working with state-changing operations. Analyzes git diff, suggests instrumentation points following project standards in docs/telemetry/README.md, implements with approval, writes tests, updates documentation, and verifies with debug logging and docker logs.
Driver that loops `om-auto-sec-report-pr` across a window (date, PR-number floor, branch, spec, or default last 7 days of merged PRs) and aggregates findings into one docs-only PR against `develop`. Writes markdown + HTML under `.ai/analysis/` with a top-level "Next steps — go deeper" list.