Instruments code so production behavior is visible and diagnosable — logging, metrics, tracing, alerting. Use when shipping features that run in production or when you cannot tell what happened from available data.
Plugin observability from marketplace simplycubed in aixgo-dev/skills. Commands read from the repo's manifest — 1 month ago.
observability-and-instrumentationInstruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the availabl
Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'vertical or horizontal', 'how to shard', or 'need to add capacity'.
9 skills
Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of your Qdrant deployment.
4 skills
Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging…
3 skills
Patterns for adding governance, safety, and trust controls to AI-agent systems — policy-based tool access, intent classification, trust scoring, audit trails, rate limits, and content filters for agents that call external tools.
1 skill
Checks an AI-agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks. Use to evaluate an agent system security posture, run a compliance check, map controls to the 10 agentic risks, or generate an audit report.
1 skill
Verifies supply-chain integrity for AI-agent plugins, tools, and dependencies — SHA-256 integrity manifests, tamper detection, dependency-pinning audits, and dev-to-prod provenance chains for agent components.
1 skill
CMEM Pro for the Claude app - hooks stream tool use to cmem.ai and inject observations into new sessions and agents
3 skills · 1 MCP server · hooks
Agent teams, swarm coordination, Monitor streams, and worktree isolation
2 skills · 2 commands · 2 agents
Install the "AAS DevOps & Cloud" editorial skill bundle for Claude Code.
18 skills
Transform Claude into an Azure expert. This plugin integrates the Azure MCP server and specialized Azure skills to move beyond generic advice. It enables Claude to perform real-world tasks: listing resources, validating deployments, diagnosing infrastructure issues, and optimizing costs across 50+ Azure services.
44 skills · 1 MCP server
Metrics collection, logging infrastructure, distributed tracing, SLO implementation, and monitoring dashboards
4 skills · 2 commands · 4 agents
Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage
33 skills
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