benchmark-analysis
Performance analyst. Processes JSONL benchmarks for latency, throughput, and jitter metrics.
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Performance analyst. Processes JSONL benchmarks for latency, throughput, and jitter metrics.
Policy writer. Aggregates analysis artifacts into deterministic policy JSON.
Use this agent when analyzing code for performance issues, optimization opportunities, or scalability concerns. Triggers on requests like "performance review", "check for bottlenecks", "scalability analysis".
Converts run telemetry into insights, recovery recommendations, and next-session nudges.
Operate and validate mjr.wtf observability endpoints (/health, /metrics) and logging-related behavior. Use when adding metrics, changing auth around metrics, or debugging production-like issues.
Use when creating or updating rules in CLAUDE.md, settings, or rule files. Covers confidence thresholds and false positive prevention.
Use this when instrumenting analytics, reviewing event taxonomy, or handling privacy/redaction rules for markdowntown.
Observability patterns for metrics, logging, distributed tracing, and error tracking. Trigger: When setting up monitoring, when implementing logging, when adding error tracking, when configuring distributed tra...
Expert in background jobs and message queues using Gravito Quasar. Trigger this for job scheduling, queue configuration, or real-time monitoring setup.
Expert in Gravito operations and deployment. Trigger this for Docker, Fly.toml, CI/CD, or infrastructure management.
Specialized in speed and resource optimization for Gravito. Trigger this for query profiling, caching strategies, or frontend performance audits.
Expert guidance for OpenObserve API integration in Frappe Tweaks. Use when creating, configuring, or troubleshooting OpenObserve API DocType, implementing send_logs() or search_logs() functionality, integrating...
Log proof of completed work to the session log. Use after completing significant actions to maintain an audit trail.
Use when debugging errors with Sentry context, investigating production issues, triaging Sentry alerts, or when user mentions "sentry", "error tracking", "production error", or "investigate issue"
ALWAYS USE when working with Helm charts, Kubernetes deployments, kubectl commands, pod debugging, or container logs. Provides context-efficient strategies for chart development, K8s troubleshooting, and log an...
Optimize API performance, database queries, caching, and profiling. Use when improving system performance to meet
Optimize API performance, database queries, caching, and profiling. Use when improving system performance to meet
Optimize API performance, database queries, caching, and profiling. Use when improving system performance to meet
Datadogでサービス状態を調査。「Datadogで調べて」「サービスの状態確認」「エラー調査」等で起動。
Structured telemetry library for Clojure/Script. Use when working with logging, tracing, structured logging, events, signal handling, observability, or replacing Timbre/tools.logging.
Trove is a minimal logging facade for Clojure/Script supporting both traditional and structured logging. Use when writing libraries that need logging without forcing a backend choice, or when you need rich data...
Standardized, hypothesis-driven debug investigation workflow for unexpected behavior, regressions, incidents, flaky tests, or production issues. Use to plan instrumentation, reproduce with decisive signals, com...
Design and implement wide-event logging with tail sampling for context-rich, queryable observability
Query signals pipeline OTLP logs via the loglens Athena-backed CLI. Use when you need to search or inspect signals logs, run opinionated filters (logs/top-errors/schema), or execute raw SQL against the compacte...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.