Rewrite work about to be delegated, designed, or run over several steps into the canonical XML brief — objective, inputs, invariants, success_criteria, boundaries, autonomy,…
Generate, evaluate, patch, recheck, and answer questions about the Solution Outline Objectives document derived from the Requirements Inventory.
Prüft, wie objektiv juristische Methoden sein koennen, wenn mehrere Methoden plausible Ergebnisse erzeugen.
Für Obliegenheiten 295 InsO: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Für Obliegenheitsverletzung: Mandantenkommunikation und Entscheidungsvorlage: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Prüfung der Rechtsfolgen einer vorvertraglichen Anzeigepflichtverletzung §§ 19–22 VVG (Rücktritt, Kündigung, Vertragsanpassung, Arglistanfechtung) und einer vertraglichen…
Pulls every obligation, deadline, condition and notice requirement out of a contract into a structured ledger, without evaluating whether any of it is fair, onerous or negotiable.
Prüft obligatorische Statusfeststellung bei Geschäftsführern und verwandten Konstellationen im Sozialversicherungsstatus Prüfer.
Remove refusal behaviors from open-weight LLMs using OBLITERATUS — mechanistic interpretability techniques (diff-in-means, SVD, whitened SVD, LEACE, SAE decomposition, etc.) to…
Use when documentation needs creating, checking, or maintaining — docs may have drifted from code, pre-release doc verification, updating docs after finishing code work, adding or…
Use when executing implementation plans with independent tasks in the current session — from majiayu000/claude-skill-registry
Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowchar — from…
Use for observability — OpenTelemetry traces, metrics, logs, the Collector, SLO alerts.
บุคคลมีไว้เพื่อการค้าหรือจำหน่าย ทำให้แพร่หลาย ซึ่งสื่อลามกอนาจาร เช่น แถบบันทึกภาพ วีซีดี ดีวีดี หนังสือ รูปภาพลามก หรือสื่ออิเล็กทรอนิกส์ลามก โดยพบของกลางจำนวนมากในร้านค้า…
Lee .sdd/observabilidad/consumo.jsonl y genera un reporte de actividad de agentes — invocaciones por agente, archivos tocados, picos y señales de fan-out excesivo.
대상 프로젝트 런타임 관측 — Spring Actuator, Micrometer, logback JSON, Slack webhook. 로깅/모니터링/알림 설계 시 사용.
Query and analyze Claude Code observability data (metrics, logs, traces). Use when analyzing performance, costs, errors, tool usage, sessions, conversations, or subagents.
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting.
Application-side observability — structured logs, Prometheus metrics, OTel traces, signal correlation, head sampling, PII discipline, RED+USE.
Reviews a service or codebase against a full observability checklist — logs, metrics, traces, and alerting gaps.
Use when performing a deep observability audit or remediating missing structured logging, metrics, traces, or alerting rules
Fetch production observability signals from Sentry — error, exception, stack trace, regression, and alert data. Auto-loads on Sentry references.
Produces an architectural specification document mapping Gateway SSE events and OTEL spans to named dashboard widgets, a data flow diagram, and an MCP App config — ready to hand…
Making multi-agent workflows visible and debuggable for designers and developers.
Designs comprehensive observability strategies including SLI/SLO frameworks, alerting optimization, and dashboard generation.
Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows.
Use when building platform or application observability, defining SLOs, preparing telemetry backend artifacts, enforcing OpenTelemetry semantic conventions, creating alert…
Instrumentação com OpenTelemetry, logs estruturados e correlação por trace_id/span_id para achar causa raiz em microsserviços.
Observability guidelines for distributed systems using OpenTelemetry, tracing, metrics, and structured logging
Adds production observability to a service — structured logging, RED/USE metrics, OpenTelemetry distributed tracing, plus Prometheus/Grafana dashboards and actionable SLO-based…
Configure verbosity levels, live log streaming, JSONL file export, model I/O logging, and audit trails for monitoring agent execution.
Find unlogged Error branches in recently modified Gleam code and add wisp.log_* calls with string.inspect(err) context. Audits log levels, message format, and sensitive data leaks.
Production visibility through logs, metrics, traces, and alerting — the three pillars of observability
You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions.
You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices.
Automated pattern recognition in Claude Code telemetry. Use when detecting failures, slowness, anomalies, trends, inefficiencies, conversation patterns, or tool sequences.
Observability: structured logging, metrics (RED/USE/four golden signals), distributed tracing (OpenTelemetry), correlation IDs, log aggregation, SLO/SLI.
Shannon-specific log reader for session, hook, and run-state diagnostics. ALWAYS use when the user says "session trace", "shannon doctor", "session log audit", "hooks fired log",…
Configure OpenTelemetry tracing, metrics, and structured logging for DAPR applications. Integrates with Azure Monitor, Jaeger, Prometheus, and other observability backends.
Observability and SRE expert. Use when setting up monitoring, logging, tracing, defining SLOs, or managing incidents.
Prometheus metrics and observability standards. Use when writing, generating, or reviewing code with metrics or instrumentation.
Design observability systems with metrics, logs, traces. TRIGGERS - Use when user needs help with observability-system related tasks.
Trigger: structured logging, tracing, telemetry, SLI metrics, SLO alerts, log formats. Scope: Performance metrics, error tracing, production telemetry.
Use when adding monitoring/alerting or when alerts are noisy/missing — instrument golden signals, make the system debuggable (metrics/logs/traces), and page humans only on…
Plan, implement, test, and diagnose observability for server-side Swift services, including Swift Logging, Swift Metrics, Swift Distributed Tracing, OpenTelemetry handoffs,…
Verify at Stage 6c that every metric, log, and trace promised in the design-spec is actually emitted by the shipped code. Runs on full and hotfix tracks only.
Forensic observability audit v1 (Gestalt-Popper). 18-phase deep analysis of whether you can SEE WHAT THE SYSTEM DOES IN PRODUCTION: structured logging coverage, log-level…
Pull the latest observation-floor benchmark snapshots from the production droplet and give a day-over-day readout on battle-observation coverage, freshness, and capture cost.
Analyze a workflow session and produce an insight report. Run after /phase, /epic, or any significant workflow. Usage - /observatory [session-id|latest]
Agents Observe dashboard and server management
Observe events in real time from an EventSourcingDB instance. Use when the user wants to watch, monitor, or stream live events as they are written.
Strukturierte Insektenverhaltensbeobachtungen unter Verwendung von Stichprobenprotokollen, Ethogramm-Kategorien, Ereigniserfassung, Interaktionsprotokollierung, Umweltkontext und…
Aggregate and display system metrics with anomaly detection for a time period
Trace agent execution by collecting spans and building a trace tree for a task
Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks.
Monitor, observe, and report on infrastructure health, application metrics, and system observability.
Gerencia o Observation Plane do Otto. Use quando precisar: - Listar, explicar ou atualizar observer bindings - Criar regras de observer por global/agent/session/task/profile/tag -…
Pre-session planner for a Seestar S50 night: is it worth imaging, and what should you shoot? Use whenever the user wants to plan an observing night — e.g.
Lorsque tu écris ou modifie ("write" ou "patch") un fichier markdown pour Obsidian (appelé un "note" dans Obsidian), tu dois respecter les conventions suivantes : - Liens internes…
Obsidian vault okuma/yazma ajanı. Proje notlarını, QA kayıtlarını ve oturum günlüklerini bir Obsidian vault'una yazar ve oradan okur. MCP üzerinden çalışır.