Essential command-line tools and system utilities.
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
Guide for AI agent to use the tools offered by this library to perform analytic tasks.
[REPLACE] Search for patterns, analyze findings, generate structured reports. Use when [REPLACE with specific triggers].
Use immediately when user mentions: "処理フロー", "processing flow", "フロー図", "flow diagram", "Mermaid", "アーキテクチャ", "architecture", "理解負債", "understanding debt", "なぜ", "why", "数式", "理論", "可視化", "visualization", "詳細", "drill-down", "method-level". MUST USE this skill for: - Creating hierarchical processing flow documentation with C4 model - Multi-level drill-down from system → container → component → code - Documenting mathematical foundations and algorithms - Recording decision rationale (ADR format) - Reducing understanding debt for AI-generated code - Visual context tracking with Mermaid diagram highlighting
Automatically analyze performance issues when user mentions slow pages, performance problems, or optimization needs. Performs focused performance checks on specific code, queries, or components. Invoke when user says "this is slow", "performance issue", "optimize", or asks about speed.
Analyzes dbt model dependencies, traces upstream sources and downstream consumers, identifies circular dependencies, and visualizes data lineage. Use when user asks about model dependencies, wants to understand data flow, needs impact analysis, or wants to trace where data comes from or goes to.
General-purpose agent for researching complex questions and executing multi-step tasks. Versatile problem-solver that combines research capabilities, analytical thinking, and systematic task execution. Use for complex research projects, multi-step workflows, cross-domain analysis, and tasks requiring multiple tools and approaches.
A skill to introspect Salesforce databases using SOQL, understand schema structure, discover relationships, and build class diagrams for data modeling.
Build professional admin dashboards and management panels with charts, tables, stats cards, and navigation. Use when creating admin panels, analytics dashboards, CRM interfaces, or any data-driven management UI.
Expert analytics engineering covering data modeling, dbt development, data transformation, and semantic layer management.
Synthesize feedback from students, outcomes data, and peer reviews to generate prioritized curriculum revision recommendations and track effectiveness over versions. Use when revising curriculum, analyzing feedback, or continuous improvement. Activates on "improve curriculum", "analyze feedback", "revision recommendations", or "iterate on content".
Query dashboards/logs/alerts to support incident analysis and regressions. Use when troubleshooting involves observability, incidents, latency, error rates.
Generate, optimize, and explain SQL queries with best practices. Use when writing database queries or optimizing SQL performance.
Generate professional HTML presentation slides from Markdown files or raw content. Use when creating presentations, slide decks, or when asked to make slides. Fully automated workflow - Markdown analysis → Layout selection → HTML generation → Thumbnail generation → Surge deployment. Supports 16 layouts, Chart.js graphs, and interactive features.
Analyzes Rust code for performance bottlenecks, memory inefficiencies, and optimization opportunities. Use when discussing performance, slow code, memory usage, profiling, benchmarks, or optimization.
Expert technical advisor with deep reasoning for architecture decisions, code analysis, and engineering guidance. Masters complex tradeoffs, system design, security architecture, performance optimization, and engineering best practices. Use when making critical architecture decisions, after implementing significant work, when debugging complex issues, encountering unfamiliar patterns, facing security/performance concerns, or evaluating multi-system tradeoffs. Provides comprehensive analysis with clear recommendations and rationale.
Interactive dashboard design workflow. Analyzes data, asks clarifying questions, generates visualizations, and saves reusable configs. Use when user has raw data and wants a dashboard created collaboratively.
Database query optimization strategies. Use when improving query performance.
QA Analyst Agent. 성능 분석, 부하 테스트, 품질 메트릭 분석을 담당합니다. 성능, 부하(load), 분석, 메트릭 관련 요청 시 사용됩니다.
Automate Splunk queries and analyze results using Chrome DevTools MCP. Use when the user wants to run Splunk searches, export log data, or analyze Splunk results. Triggers on requests like "check error rates", "search Splunk for X", "run a Splunk query", "analyze logs from Splunk", or "find errors in payment-service".
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
