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Monitoring
Logging, metrics, and observability
arcgis-smart-mapping
by SaschaBrunnerCH
Auto-generate renderers, calculate statistics, and create data-driven visualizations. Use for class breaks, unique values, heatmaps, dot density, relationship maps, and getting histogram/summary statistics.
arcgis-authentication
by SaschaBrunnerCH
Implement authentication with ArcGIS using OAuth 2.0, API keys, and identity management. Use for accessing secured services, portal items, and user-specific content.
arcgis-portal-content
by SaschaBrunnerCH
Manage portal content including saving WebMaps/WebScenes, bookmarks, slides, and portal items. Use for content persistence, WebMap/WebScene configuration, and navigation presets.
arcgis-interaction
by SaschaBrunnerCH
Handle user interaction with map views including hit testing, feature highlighting, sketching, and event handling. Use for interactive map applications with feature selection and custom interactions.
arcgis-knowledge-graphs
by SaschaBrunnerCH
Work with ArcGIS Knowledge graphs for storing and querying connected data. Use for graph databases, relationship visualization, and openCypher queries.
arcgis-core-utilities
by SaschaBrunnerCH
Core utilities including Accessor pattern, Collection, reactiveUtils, promiseUtils, intl (internationalization), and workers. Use for reactive programming, property watching, locale formatting, async operations, and background processing.
arcgis-rest-services
by SaschaBrunnerCH
REST service wrappers for routing, geocoding, printing, places, geoprocessing, and other server-side operations in ArcGIS Maps SDK for JavaScript
arcgis-imagery
by SaschaBrunnerCH
Work with raster and imagery data including ImageryLayer, ImageryTileLayer, multidimensional data, pixel filtering, and raster analysis. Use for satellite imagery, elevation data, and scientific raster datasets.
Umbraco Manifest Picker
by umbraco
bug-root-cause-finder
by dykyi-roman
Root cause analysis methods for PHP bugs. Provides 5 Whys technique, fault tree analysis, git bisect guidance, and stack trace parsing.
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.
r3f-fundamentals
by EnzeD
React Three Fiber fundamentals - Canvas, hooks (useFrame, useThree), JSX elements, events, refs. Use when setting up R3F scenes, creating components, handling the render loop, or working with Three.js objects in React.
native-app-profiling
by patrickserrano
Profile native macOS/iOS apps using Time Profiler via CLI (xctrace). Use when asked to identify performance hotspots, profile CPU usage, or diagnose slow code paths without opening Instruments.
tracing-knowledge-lineages
by sebnow
"Use when replacing approaches or dismissing patterns. Traces decision history through git/jj logs, commit messages, and decision records to avoid repeating failures and rediscover abandoned solutions. Triggers: refactoring, replacing patterns, 'simplify', 'modernize', 'outdated', 'legacy', 'clean up', architectural changes."
word-stats
by humanizerai
Get word count, character count, reading time, and text statistics. Quick analysis without questions.
codebase-analyzer
by pratos
Analyzes codebase implementation details with precise file:line references. Use when you need to understand HOW specific code works, trace data flow, or explain technical workings of components.
wandb-experiment-tracking
by dongzhuoyao
Use when integrating W&B experiment tracking into ML training pipelines, including logging strategy, run configuration, and online/offline mode management. Triggers: "W&B", "wandb", "weights and biases", "experiment logging", "wandb.log", "wandb.init", "training dashboard"
pricing-strategy
by almeidamarcell
"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."
manage-logging
by cuioss
Unified logging infrastructure for script execution, work progress, and decision tracking
ab-test-setup
by ranbot-ai
Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
git-history-analyzer
by ratacat
"Use this agent when you need to understand the historical context and evolution of code changes, trace the origins of specific code patterns, identify key contributors and their expertise areas, or analyze patterns in commit history. This agent excels at archaeological analysis of git repositories to provide insights about code evolution and development patterns. <example>Context: The user wants to understand the history and evolution of recently modified files.\nuser: \"I've just refactored the authentication module. Can you analyze the historical context?\"\nassistant: \"I'll use the git-history-analyzer agent to examine the evolution of the authentication module files.\"\n<commentary>Since the user wants historical context about code changes, use the git-history-analyzer agent to trace file evolution, identify contributors, and extract patterns from the git history.</commentary></example> <example>Context: The user needs to understand why certain code patterns exist.\nuser: \"Why does this payment processing..."
disaster-recovery
by chaterm
灾难恢复
dns
by chaterm
DNS 配置与排查
file-watcher
by AIDotNet
监视文件和目录变化,支持事件回调和过滤。