Monitoring
Logging, metrics, and observability
SKILL.md - gitpretty Capabilities
by nirholas
seuratclustering
by pwwang
Performs unsupervised clustering on single-cell RNA-seq data using Seurat. This process finds nearest neighbors, computes UMAP for visualization, and applies Louvain/Leiden algorithms to identify cell clusters. Clusters can be explored at multiple resolutions to balance granularity and biological relevance.
makepad-splash
by ZhangHanDong
CRITICAL: Use for Makepad Splash scripting language. Triggers on: splash language, makepad script, makepad scripting, script!, cx.eval, makepad dynamic, makepad AI, splash 语言, makepad 脚本
AOSP Source Analysis Expert
by yuchuangu85
执行系统级 Android AOSP 源码分析，覆盖 Framework / Native / AMS / WMS / PMS / Handler / Surface / SurfaceControl / SystemUI / Launcher / WindowManager / SurfaceFlinger / Input / Binder / HAL / Animation / Graphics / Power / Storage / Security / Telephony / Media / Camera / Sensor / Location / Wi-Fi / Bluetooth / NFC / USB / Display / Power / System ，用于定位行为根因、构建调用链、还原系统时序，并输出可验证、可追溯的源码与运行时证据。
competitor-price-monitor
by yangliu2060
监控竞品网站价格变动，检测到变化时发送通知。支持多个竞品URL批量监控，自动对比历史价格，发现差异立即提醒。
jujutsu
by knoopx
Manages version control with Jujutsu (jj), including rebasing, conflict resolution, and Git interop. Use when tracking changes, navigating history, squashing/splitting commits, or pushing to Git remotes.
ab-test-setup
by manojbajaj95
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
ab-test-setup
by plurigrid
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
lfi
by blacklanternsecurity
Guide Local File Inclusion (LFI) and Remote File Inclusion (RFI) exploitation during authorized penetration testing.
prompt-engineering
by doodledood
'Craft or update LLM prompts from first principles. Use when creating new prompts, updating existing ones, or reviewing prompt structure. Ensures prompts define WHAT and WHY, not HOW.'
loki-logging
by BagelHole
Configure Grafana Loki for log aggregation and analysis. Set up Promtail for log collection, write LogQL queries, and integrate with Grafana for visualization. Use when implementing lightweight log aggregation, especially in Kubernetes environments.
pricing-strategy
by VladimirBrejcha
"When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' or 'monetization.' This skill covers pricing research, tier structure, and packaging strategy."
elk-stack
by BagelHole
Deploy and manage the ELK Stack (Elasticsearch, Logstash, Kibana) for log aggregation and analysis. Configure log pipelines, create visualizations, and implement log-based monitoring. Use when centralizing logs, implementing search functionality, or building log analytics platforms.
ab-test-setup
by VladimirBrejcha
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
monitoring-observability
by ahmedasmar
Monitoring and observability strategy, implementation, and troubleshooting. Use for designing metrics/logs/traces systems, setting up Prometheus/Grafana/Loki, creating alerts and dashboards, calculating SLOs and error budgets, analyzing performance issues, and comparing monitoring tools (Datadog, ELK, CloudWatch). Covers the Four Golden Signals, RED/USE methods, OpenTelemetry instrumentation, log aggregation patterns, and distributed tracing.
portfolio-artifact
by ScientiaCapital
"Auto-extract GTME metrics from work sessions. Lines shipped, bugs fixed, PRs merged, cost per feature. Weekly digests and executive summaries. Use when: capture metrics, portfolio report, what did I ship, weekly summary."
20-andruia-niche-intelligence
by boisenoise
"Estratega de Inteligencia de Dominio de Andru.ia. Analiza el nicho específico de un proyecto para inyectar conocimientos, regulaciones y estándares únicos del sector. Actívalo tras definir el nicho."
observability-monitoring
by manutej
Comprehensive observability and monitoring skill covering Prometheus, Grafana, metrics collection, alerting, exporters, PromQL, and production monitoring patterns for distributed systems and cloud-native applications
modern-javascript-patterns
by HermeticOrmus
Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient JavaScript code. Use when refactoring legacy code, implementing modern patterns, or optimizing JavaScript applications.
create-typescript-x402-facilitator
by algorand-devrel
Create x402 facilitator services that verify and settle Algorand payments, with optional Bazaar discovery extension for API cataloging. Use when building a facilitator that verifies payment transactions, settles on-chain, implements FacilitatorAvmSigner, creates Express.js facilitator servers, integrates Bazaar discovery for indexing paid resources, or extracts discovery metadata from payment flows. Strong triggers include "create x402 facilitator", "FacilitatorAvmSigner", "verify and settle payment", "facilitator server", "Bazaar discovery", "x402Facilitator", "payment settlement", "facilitator signer", "catalog paid APIs".
analytics-interpretation
by manojbajaj95
Interpret GA4 and GSC data with benchmarks, status indicators, and actionable insights
debugger
by zhaono1
Advanced debugging specialist for diagnosing and resolving code issues. Use when user encounters bugs, errors, unexpected behavior, or mentions debugging.
metrics
by williamzujkowski
Metrics standards for metrics in Observability environments. Covers best
logging
by williamzujkowski
Logging standards for logging in Observability environments. Covers best