This skill should be used when the user asks to "dev-init", "技術スタックを選定", "新規プロジェクト初期化", "initialize tech stack", "プロジェクトをセットアップ", "setup project", "scaffold project", "プロジェクト作成", "tech stackを決める". インタラクティブなヒアリングでプロジェクトの技術スタックを決定し、dev-context互換のコンテキストファイルを生成する。承認制でプロジェクトスキャフォールディングも実行可能。
Creating and using feature flags in sidecar for gating experimental functionality. Covers flag registration, checking flags in code, config file and CLI overrides, and priority resolution. Use when adding feature flags, toggling features, or gating new functionality behind flags.
Git merge strategies, conflict resolution approaches, merge vs rebase recommendations, and branch integration patterns in sidecar. Covers pull strategy menu, direct merge workflow, squash merge, commit message templates, configurable defaults, and protected branches. Use when working on git merge features or making decisions about merge strategies.
Git worktree support in sidecar: worktree detection, switching between worktrees, worktree state management, and plugin reinitialization. Covers the full lifecycle of worktree context switching including registry reinit, per-worktree state persistence, deleted worktree detection and fallback. Use when working on git worktree features or worktree-related functionality.
Guide for using MassGen to develop and improve itself. This skill should be used when agents need to run MassGen experiments programmatically (using automation mode) OR analyze terminal UI/UX quality (using visual evaluation tools). These are mutually exclusive workflows for different improvement goals.
Run MassGen experiments and analyze logs using automation mode, logfire tracing, and SQL queries. Use this skill for performance analysis, debugging agent behavior, evaluating coordination patterns, and improving the logging structure, or whenever an ANALYSIS_REPORT.md is needed in a log directory.
CloudBase Run backend development rules (Function mode/Container mode). Use this skill when deploying backend services that require long connections, multi-language support, custom environments, or AI agent development.
Manage ClaudeBar's GitHub Actions CI/CD pipelines: build, test, and release workflows. Use this skill when: (1) Setting up secrets for CI/CD (certificate, API key, Sparkle key, Codecov) (2) Creating a new release — tag-based or manual workflow_dispatch (3) Triggering or explaining the build.yml, tests.yml, or release.yml workflows (4) Debugging release failures (signing, notarization, appcast) (5) Managing beta vs stable channels for Sparkle auto-updates (6) User says "release a new version", "push a tag", "set up CI secrets", "why did the release fail"
Help users deploy LLM models to Kubernetes using the KAITO kubectl plugin. Use this skill whenever the user mentions deploying an LLM, AI model, or language model to Kubernetes, or asks about KAITO, kaito workspaces, GPU inference on k8s, or wants to run models like Llama, Phi, Mistral, DeepSeek, Falcon, Qwen, or Gemma on a Kubernetes cluster. Also trigger when the user mentions "kubectl kaito", model serving on k8s, or wants to set up an inference endpoint in Kubernetes — even if they don't say "KAITO" explicitly.
Use this skill to find the optimal Sirius configuration for TPC-H workloads at any scale factor. Trigger when the user wants to tune performance, optimize config parameters, find the best thread count, batch size, or cache mode, or benchmark different Sirius configurations against each other. Also use when the user mentions "config tuning", "parameter sweep", or "optimal settings".
Decision-driven installer for HVE-Core with 6 clone-based installation methods, extension quick-install, environment detection, and agent customization workflows - Brought to you by microsoft/hve-core
Review and merge GitHub pull requests for Spatie packages. Use when asked to review a PR, review a pull request, merge a PR, or when given a GitHub PR URL to review. Also triggers on 'review this PR,' 'check this pull request,' 'merge this,' or '/review-pr'. Uses gh CLI for all GitHub operations.
Git worktree management for parallel SPEC development with isolated workspaces, automatic branch registration, and seamless MoAI-ADK integration. Use when setting up parallel development environments.
Git workflow patterns, branch strategies, conventional commits, and PR templates reference for git operations. Agent-extending skill that amplifies manager-git expertise with production-grade git workflow patterns. NOT for: code implementation, testing, architecture design, documentation content.
Operate the btca CLI for local resources and source-first answers. Use when setting up btca in a project, connecting a provider, adding or managing resources, and asking questions via btca commands. Invoke this skill when the user says "use btca" or needs to do more detailed research on a specific library or framework.
Develop a new SkyWalking Java agent plugin — instrumentation, interceptor, tracing/meter, tests, and all boilerplate
Audit PRs since a release tag, verify labels, and recommend a version bump
Use when preparing a versioned release for code-index-mcp after implementation is complete and you need to choose a semver bump, update release version files, tag, and publish a GitHub release.
Guide for creating Terraform files for Azure API Management (APIM) and related Azure services. Use when users want to create, modify, or understand Terraform configurations for APIM instances, APIs, backends, subscriptions, policies, products, loggers, diagnostics, and supporting infrastructure using the azurerm provider. This skill provides HCL syntax, resource definitions, and patterns from the Terraform Registry and this repository.
