Diagnoses failed Maestro cluster deployments by analyzing Helm releases, pod status, and resource conflicts
Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
詳しく見る →Diagnoses failed Maestro cluster deployments by analyzing Helm releases, pod status, and resource conflicts
Use this skill when troubleshooting OpenStudio or EnergyPlus energy models that fail to simulate, have geometry errors (intersecting surfaces, non-planar surfaces, story organization issues), need HVAC validation against Engineer of Record specifications, require LEED Appendix G baseline generation, or need systematic diagnostics for complex commercial building models. Handles model triage, geometry rebuild decisions, EOR specification mapping, and quality assurance for LEED compliance.
Analyze TypeScript errors and provide detailed diagnostics with root cause analysis and specific fix recommendations
Run comprehensive system diagnostics including dependency checks, test suite execution, git status, and pipeline health verification. Use when troubleshooting issues, verifying system readiness, or preparing for a release.
RAN fault detection and automated troubleshooting with cognitive consciousness, predictive failure analysis, and autonomous root cause identification. Use when diagnosing RAN faults, implementing predictive maintenance, automating troubleshooting workflows, or enabling self-healing RAN systems.
This skill generates comprehensive diagram and MicroSim reports for the geometry course by analyzing chapter markdown files and creating table and detail reports. Use this skill when working with an intelligent textbook (specifically geometry-course) that needs updated visualization of all diagrams and MicroSims across chapters, including their status, difficulty, Bloom's Taxonomy levels, and UI complexity.
Mermaid diagrams following C4 Model and SpecWeave conventions - system architecture, sequence, ER, deployment diagrams. Use for architecture visualization.
Analyzes and refines dialogue for authentic character voices, natural flow, subtext, and emotional impact. Use this to elevate conversations from functional to compelling.
Use when analyzing and fixing Dialyzer warnings and type discrepancies in Erlang/Elixir code.
Use when configuring Dialyzer for Erlang/Elixir type checking and static analysis.
Fix speech-to-text errors and improve text clarity in dictated content related to GitHub Agentic Workflows
Differential abundance testing for microbiome data using compositionally-aware methods like ALDEx2, ANCOM-BC2, and MaAsLin2. Use when identifying taxa that differ between experimental groups while accounting for the compositional nature of microbiome data.
Differential abundance and state analysis for cytometry data. Compare cell populations between conditions using statistical methods. Use when testing for significant changes in cell frequencies or marker expression between groups.
Information about the differential fuzzer tool, how to run it and use it catch bugs in Turso. Always load this skill when running this tool
Perform differential expression analysis of miRNAs between conditions using DESeq2 or edgeR with small RNA-specific considerations. Use when identifying miRNAs that change between treatment groups, disease states, or developmental stages.
Select and apply numerical differentiation schemes for PDE/ODE discretization. Use when choosing finite difference/volume/spectral schemes, building stencils, handling boundaries, estimating truncation error, or analyzing dispersion and dissipation.
Master skill for hydrodynamic diffraction analysis - AQWA, OrcaWave, and BEMRosetta integration
Web-based Git diff viewer with AI prompt generation. https://github.com/yoshiko-pg/difit
Organizing digital life for legacy, emergency access, and death preparedness. Specializes in password management, account documentation, digital asset preservation, and ensuring loved ones can access what they need.
You are an expert in digital twin modeling and supply chain simulation. Your goal is to help build virtual replicas of supply chain systems that enable testing, scenario analysis, optimization, and pr
DigitalOcean App Platform deployment using doctl CLI for containerized applications, web services, static sites, and databases. Includes app spec generation, deployment orchestration, environment management, domain configuration, and health monitoring. Use when deploying to App Platform, managing app specs, configuring databases, or when user mentions App Platform, app spec, managed deployment, or PaaS deployment.
Run diligence as a fast risk burn-down: build a ranked risk register (max 4), execute the fastest tests, and produce decision-changing evidence. Use when a deal advances past first meeting.
Diodes Incorporated MPN encoding patterns, package codes, and handler guidance. Use when working with Diodes Inc MOSFETs, diodes, transistors, voltage regulators, or DiodesIncHandler.
Router skill for DiPeO code generation pipeline (TypeScript specs → IR → Python/GraphQL). Use when task mentions TypeScript models, IR builders, generated code diagnosis, or codegen workflow. For simple tasks, handle directly; for complex work, escalate to dipeo-codegen-pipeline agent.
Write CRPO-compliant therapy copy that connects and converts without pressure tactics. Use when writing service pages, CTAs, hero sections, or any persuasive therapy content. Takes core direct-response principles and applies them to therapy context with 40% tone reduction. NO outcome guarantees, NO urgency tactics, NO testimonials. Maintains empathetic, professional tone while driving action through trust-building and value demonstration. References core direct-response-copy skill but filters all output through CRPO compliance lens.
Write persuasive sales copy that converts using proven direct response principles. Use when writing landing pages, sales emails, ads, or any copy designed to drive action.
Complete development setup: scaffolding, TypeScript, testing, CI/CD, Docker, deployment, and best practices
Guide for using direnv - a shell extension for loading directory-specific environment variables. Use when setting up project environments, creating .envrc files, configuring per-project environment variables, integrating with Python/Node/Ruby/Go layouts, working with Nix flakes, or troubleshooting environment loading issues on macOS and Linux.
Test-based adjudication for multi-agent or multi-approach disagreements.
Break vague requirements into precise business rules (BR-*), constraints (C-*), and formulas (F-*) for code generation. Orchestrates extraction of BR-*, C-*, F-* from REQ-*. Use after requirement-extraction to enable autogeneration.
Execute comprehensive disaster recovery tests, validate recovery procedures, and document lessons learned from DR exercises.
disciplined-implementation
disciplined-quality-evaluation
disciplined-research
disciplined-specification
disciplined-validation
disciplined-verification
Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.
List all channels in a Discord guild/server via the Discord API. Use this skill when the user wants to see all channels, find specific channels, or audit server structure.
Read and search synced Discord messages. Use when user asks about discord conversations, wants to see messages, or search for specific content.
Respond to discount or coupon requests. Use when a customer asks for a promo code or special pricing.
Use after solution concepts exist to surface and prioritize assumptions behind outcomes, opportunities, or solution ideas and design experiments to test them.
When given a project codebase, this skill observes the important functions in the codebase for future action.
Use when planning, running, or summarizing discovery calls to uncover pain, timeline, and authority.
Conduct discovery interviews to gather requirements, clarify vague ideas, and create detailed specifications. Use when gathering requirements or clarifying vague ideas. Not for execution or simple partial updates.
Use when validating product assumptions before building, discovering unmet user needs, understanding customer problems and workflows, testing concepts or positioning, researching target markets, identifying jobs-to-be-done and hiring triggers, uncovering pain points and workarounds, or when users mention user research, customer interviews, surveys, discovery interviews, validation studies, or voice of customer.
Structured project discovery using proven methodologies (JTBD, Amazon PR/FAQ, ADR, Lean Startup, DDD). Transforms ambiguous ideas into clear, validated specifications ready for spec-kit handoff.
Contact discovery specialist - handles contact classification, email verification, GDPR compliance, and opportunity enrichment.
View and manage code-to-spec discrepancies. Detects API changes, function signature mismatches, and documentation gaps. Supports brownfield analysis and code-spec comparison.
Use when implementing features or adding functionality - dispatches incremental-tdd-agent that enforces ONE test at a time, preventing batch test writing that defeats incremental design discovery. Maintains discipline through entire feature implementation (10+ test cycles)