Monitoring
Logging, metrics, and observability
vrm-mtoon-outline
by Project-N-E-K-O
Adjusting VRM MToon material outline thickness in three-vrm. Covers outline width modes, property access, and how to fix outlines that appear too thick when models are scaled.
blogwatcher
by NousResearch
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher-cli tool. Add blogs, scan for new articles, track read status, and filter by category.
brainstorm-okrs
by phuryn
"Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results. Use when setting quarterly OKRs, aligning team goals with company strategy, drafting objectives, or learning how to write effective OKRs."
OpenTelemetry Instrumentation Extension
by docker
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.
cortex-model
by jeremylongshore
Build an ML pipeline — from data to trained model to serving endpoint. Use when asked to "build ML model", "train a model", "prediction pipeline", "classification", or "regression".
grafana-dashboard-creator
by jeremylongshore
Create grafana dashboard creator operations. Auto-activating skill for DevOps Advanced. Triggers on: grafana dashboard creator, grafana dashboard creator Part of the DevOps Advanced skill category. Use when working with grafana dashboard creator functionality. Trigger with phrases like "grafana dashboard creator", "grafana creator", "grafana".
troubleshoot-amiberry
by BlitterStudio
Autonomous troubleshooting workflow for Amiberry bugs. Use this when investigating, reproducing, or fixing bugs in Amiberry. Provides a complete edit-build-run-test-fix cycle using the Amiberry MCP server tools for process management, IPC control, screenshot analysis, log monitoring, and crash detection.
anime-js
by Mindrally
Expert guidelines for building performant animations with Anime.js animation library
bootstrap
by Mindrally
Bootstrap development guidelines for responsive layouts, components, and utility-first styling.
go-best-practices
by aiskillstore
Provides Go patterns for type-first development with custom types, interfaces, functional options, and error handling. Must use when reading or writing Go files.
api-logging-guidelines
by inkeep
"Best practices and guidelines for using logger in API routes. Defines appropriate logging levels, what to log, and when to avoid logging. Use when implementing or reviewing API route logging, debugging strategies, or optimizing log output."
Resume Quantifier
by Paramchoudhary
Find opportunities to add metrics and estimate numbers when exact data unavailable
gcloud-usage
by fcakyon
This skill should be used when user asks about "GCloud logs", "Cloud Logging queries", "Google Cloud metrics", "GCP observability", "trace analysis", or "debugging production issues on GCP".
python-observability-patterns
by 0xDarkMatter
"Observability patterns for Python applications. Triggers on: logging, metrics, tracing, opentelemetry, prometheus, observability, monitoring, structlog, correlation id."
arduino-serial-monitor
by wedsamuel1230
Tools for reading and analyzing Arduino serial monitor output for enhanced debugging. Provides real-time monitoring, data logging, filtering, and pattern matching to help troubleshoot Arduino sketches using arduino-cli or Arduino IDE.
zig-best-practices
by aiskillstore
Provides Zig patterns for type-first development with tagged unions, explicit error sets, comptime validation, and memory management. Must use when reading or writing Zig files.
databricks-mlflow-evaluation
by databricks-solutions
"MLflow 3 GenAI agent evaluation. Use when writing mlflow.genai.evaluate() code, creating @scorer functions, using built-in scorers (Guidelines, Correctness, Safety, RetrievalGroundedness), building eval datasets from traces, setting up trace ingestion and production monitoring, aligning judges with MemAlign from domain expert feedback, or running optimize_prompts() with GEPA for automated prompt improvement."
fivemanage
by germanfndez
Fivemanage SDK for FiveM — installation, screenshots (takeImage, takeServerImage, uploadImage), and centralized logs (Log, Info/Warn/Error). Use when integrating Fivemanage, capturing player screenshots, uploading images, or sending logs to the Fivemanage dashboard.
oxlib
by germanfndez
Ox Lib for FiveM — UI (notify, alert, input, menu, progress), callbacks client↔server, addCommand, zones (poly/box/sphere), keybinds, shared utilities. Use when writing resources that need ox_lib or when the user mentions notifications, dialogs, menus, zones/areas, or client-server communication. Docs: https://coxdocs.dev/ox_lib
graphite-power-chart
by rcarmo
Generate a Graphite chart (12h default) for a Zigbee device metric and post it to the web timeline.
reload
by rcarmo
Reinstall piclaw from workspace source and force-restart the running process. Use after making code changes to piclaw.
ab-test-setup
by OpenClaudia
Design, plan, and analyze A/B tests with statistical rigor. Use when the user asks about A/B testing, split testing, experiment design, statistical significance, sample size calculation, test duration, multivariate testing, or conversion experiments. Trigger phrases include "A/B test", "split test", "experiment", "statistical significance", "sample size", "test duration", "which version wins", "conversion experiment", "hypothesis test", "variant testing".
simulation-validator
by HeshamFS
Validate simulations before, during, and after execution. Use for pre-flight checks, runtime monitoring, post-run validation, diagnosing failed simulations, checking convergence, detecting NaN/Inf, or verifying mass/energy conservation.
cyber-defense-team
by FlorianBruniaux
Orchestrate a 4-agent cyber defense pipeline to analyze log files for threats. Spawns log-ingestor → anomaly-detector → risk-classifier → threat-reporter as parallel-then-sequential agents. Produces a Markdown incident report.