Monitoring
Logging, metrics, and observability
auditoria-visual
by xoykor
Capture e inspecione imagens da janela ou tela quando for necessário verificar visualmente o resultado do trabalho, diagnosticar problemas de interface ou comprovar uma correção no DeepSeek Harness.
project-risks-and-changes
by piperubio
Risk & Change Management (Devil's Advocate): Identify risks, manage issues, and evaluate change requests. Use this skill to proactively detect threats, assess the impact of changes, and protect the project baseline.
server-management
by GilvanS
Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
observability
by tomevault-io
Observability best practices. Logging, metrics, tracing, alerting. Essential for production services. Use for any backend service. Use when this capability is needed.
otel-backend
by radra23
Generate a complete Terraform module (dashboards, alerts, SLOs) for one observability backend — grafana, datadog, newrelic, or dash0. Use to produce observability-as-code.
devdocs-sync
by ab300819
Sync documentation with implementation progress. Use when users need to update docs after development, verify doc-code consistency, or track implementation progress. Triggers on keywords like "sync docs", "update progress", "doc consistency", "同步文档", "更新进度".
auditoria-visual
by xoykor
Capture e inspecione imagens da janela ou tela quando for necessário verificar visualmente o resultado do trabalho, diagnosticar problemas de interface ou comprovar uma correção no DeepSeek Harness.
monitor
by permaweb
Node.js CLI for interacting with the AO Task Monitor API - get system health, alerts, logs, and task metrics for AO processes
invoice
by arlenagreer
Generate professional invoices for clients using standardized templates with automatic invoice numbering and client management. This skill should be used when creating invoices for American Laboratory Trading, Empirico, Versa Computing, or other clients with tracked invoice histories.
azure-ai-document-intelligence-ts
by Tryboy869
"Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building custom document models."
logging-observability
by atalovesyou
Guidelines for structured logging, distributed tracing, and debugging patterns across languages. Covers logging best practices, observability, security considerations, and performance analysis.
Root Cause Tracing
by akornmeier
Systematically trace bugs backward through call stack to find original trigger
spec
by doodledood
"Build requirements specification through structured discovery interview. Use when defining scope, gathering requirements, or specifying WHAT work should accomplish - features, bugs, refactors, infrastructure, migrations, performance, documentation, or any other work type. Triggers: spec, requirements, define scope, what to build."
hybrid-cloud-networking
by EngineerWithAI
Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking.
research-web
by doodledood
"Comprehensive multi-wave web research with strategic source selection. Gathers information from official docs, community resources, and advanced sources. Use for deep technical research, API documentation, best practices. Triggers: research web, deep research, comprehensive research, find documentation."
bugfix
by doodledood
"Systematic bug investigation and fix workflow. Gathers symptoms, forms hypotheses, investigates root cause, implements fix, and verifies. Use for debugging, fixing errors, or troubleshooting. Triggers: debug, fix bug, troubleshoot, why is this broken."
ML Monitoring Skill
by vivekgana
Lakehouse Monitoring
skill-system-postgres
by arthur0824hao
"Postgres-backed observability and policy store for the skill system. Provides tables for policy profiles (effect allowlists), skill execution runs, and step-level events. Use when setting up the skill system database or querying execution history."
skill-system-router
by arthur0824hao
"Meta-skill that teaches the Agent how to discover, select, execute, chain, and observe skills in the skill system. Load this skill when you need to: (1) find which skill can handle a capability, (2) execute a skill operation via its entrypoint, (3) chain multiple skill operations together, (4) check policy before executing, or (5) log skill execution for observability. This skill makes YOU the router — you decide what to run, in what order, based on context."
web-research
by doodledood
"Conduct structured web research with hypothesis tracking. Synthesizes information from multiple sources into actionable findings. Use for technical research, API docs, best practices. Triggers: web research, look up, search for, find documentation."
service-mesh-observability
by EngineerWithAI
Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SLOs for service communication.
Root Cause Tracing
by mamba-mental
Systematically trace bugs backward through call stack to find original trigger
aoconnect
by permaweb
CLI for interacting with AO processes using @permaweb/aoconnect - spawn processes, send messages, read results, monitor messages, and dry run
x-monitor
by ythx-101
Monitor X/Twitter tweet replies and detect technical questions. Uses Camofox + Nitter to fetch reply threads without login. Identifies questions in replies for AI-assisted answer drafting.