Conversational guide for using tools/session-retro/observe.mjs to capture friction, wins, corrections, decisions, gaps, tool-use, and checkpoints as they happen during a session.
Configure agent-tail log aggregation for the current project. Auto-detects framework (Vite, Next.js, plain Node, monorepo) and sets up CLI runner, browser log plugins, and output…
Sets up and installs the AI Software Architect framework in a NEW project for the FIRST time. Use when the user requests "Setup .architecture", "Setup ai-software-architect",…
Guide for setup arXiv paper search MCP server using Docker MCP
Sets up authentication (login/logout via Microsoft Entra ID) and role-based authorization for a Power Pages code site.
Configure automated machine learning pipelines using Optuna or Ray Tune for hyperparameter optimization.
Teaches CI/CD from first principles to a non-developer, then scaffolds a working test + deploy pipeline.
Generates a best-practices CLAUDE.md file for the project. Analyzes the codebase and applies Claude Code best practices for optimal agent performance.
Configurar stacks Docker Compose multi-servicio de propósito general con redes, volúmenes, healthchecks, y perfiles de entorno.
Guided Cowork setup — install role-matched plugins, connect your tools, try a skill.
Creates Dataverse tables, columns, and relationships for a Power Pages site based on a data model proposal.
Configura o ambiente de desenvolvimento do AMG_Data. Use quando precisar iniciar o desenvolvimento ou resolver problemas de ambiente.
Konfiguriere Docker Compose fuer Multi-Container-R-Entwicklungsumgebungen. Umfasst Dienstdefinitionen, Volume-Mounts, Netzwerke, Umgebungsvariablen und Konfigurationen fuer…
Wizard interativo para implantar o claude-code-framework em um repositorio existente
Generate a `setup.manifest.yaml` file for a project using the `setup.aiwg.io/v1`
GitHub Actions CI/CD fuer R-Pakete konfigurieren einschliesslich R CMD check auf mehreren Plattformen, Testabdeckungsberichten und pkgdown-Site- Bereitstellung.
Initialize or idempotently revise the repo's .gitignore by composing gitignore.io templates, AI-tooling/IDE patterns, and confirmed noise from git status.
Configurar una estructura de proyecto R conforme a las regulaciones GxP (21 CFR Parte 11, EU Anexo 11).
Register or create the user's video index — the base directory that holds all their video projects. Use on first run, or when the user says "set up my video index", "register my…
Guide an adopter through the first-time install of the framework's secure agent setup — pinned system tools (`bubblewrap`, `socat`, `claude-code`), the project-scope…
Surface drift between the user's installed secure agent setup and the framework's latest. Reports framework-checkout updates (`git pull` on `airflow-steward`), pinned-tool upgrade…
Walk the verification checklist documented in `secure-agent-setup.md` and report ✓ done / ✗ missing / ⚠ partial for each piece of the secure agent setup — project + user-scope…
Just Ship installieren und Projekt konfigurieren — Stack erkennen, project.json befüllen, Board verbinden
Lokale Kubernetes-Entwicklungsumgebung mit kind, k3d oder minikube fuer schnelle Inner-Loop-Entwicklung einrichten.
Sets up an `## Agent skills` block in AGENTS.md/CLAUDE.md and `docs/agents/` so the engineering skills know this repo's issue tracker (GitHub or local markdown), triage label…
Set up the Deepgram MCP server for your AI coding tool. Checks whether the Deepgram CLI (dg/deepctl) is installed: if so, uses the local CLI MCP server (dg mcp) for full tool…
Multi-repo git workflow rules and setup. Provides mgit wrapper for safe permission patterns across independent service repositories.
Sets up Portless for a project to replace port numbers with stable named .localhost URLs. Use when configuring local development routing, fixing port conflicts, or setting up…
Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo.
Initial setup for Content Autopilot — collects user preferences (theme, audience, platforms, writing style, brand colors, funnel configuration, competitor accounts) and generates…
Prometheus fuer die Erfassung von Zeitreihenkennzahlen konfigurieren, einschliesslich Scrape-Konfigurationen, Service Discovery, Aufzeichnungsregeln und Foederationsmustern fuer…
Configurar GitHub Actions CI/CD para regenerar automáticamente diagramas de flujo de trabajo de putior en cada push.
Infrastructure skill for setting up Ralph loop scripts for Claude-driven AFK execution. Use when a repo wants a HITL-to-AFK runner around /execute with bounded iterations,…
Generate a tailored CLAUDE.md with routing rules for the Superpowers + GStack workflow. Asks about project type, evaluates relevant skills from both frameworks, and produces a…
Execute a `setup.aiwg.io/v1` SetupManifest, performing cross-platform installati
Bootstrap a fresh Obsidian 'second brain' vault with CLAUDE.md conventions, an add-project workflow, statusline scripts, and a starter daily note.
サービスメッシュ（IstioまたはLinkerd）をデプロイして設定し、Kubernetesクラスター内の セキュアなサービス間通信、トラフィック管理、可観測性、ポリシー強制を実現します。 インストール、mTLS設定、トラフィックルーティング、サーキットブレーキング、 モニタリングツールとの統合をカバーします。マイクロサービスに暗号化されたサービス間通信、…
Commit + push the user's shared Claude config to the `~/.claude-config` private dotfile-style sync repo (per `secure-agent-setup.md` → Syncing user-scope config across machines).
Pull the user's local `airflow-steward` framework checkout to the latest `origin/main` and surface what changed — the commits pulled, the files touched (with focus on the…
Verify that the `apache-steward` framework is correctly integrated into the user's adopter tracker repository — `.apache-steward/` directory at the tracker root, the framework…
Configura permissões de sudo sem senha para permitir que o IalClaw execute comandos administrativos (como instalação de dependências) de forma não interativa.
Next.jsまたはReactプロジェクトでTailwind CSSとTypeScriptを設定します。 インストール、設定、カスタムテーマの拡張、コンポーネントパターン、 型安全なスタイリングユーティリティを扱います。既存のTypeScriptプロジェクトに Tailwind CSSを追加するとき、プロジェクトのデザインシステム向けにTailwind…
One-command TDD infrastructure setup with pre-commit hooks and CI coverage gates
Step-by-step instructions for designing table schemas and setting up TimescaleDB with hypertables, indexes, compression, retention policies, and continuous aggregates.
Validate a `setup.aiwg.io/v1` SetupManifest file against the schema and run cons
Set up the Watcher — a long-running daemon (not an AI agent) that monitors framework health (token expiry, framework updates, PM2 listener state, disk, memory caps) and DMs the…
Configura un entorno de desarrollo WSL2 en Windows, incluyendo configuración de shell, herramientas esenciales, Git, claves SSH, Node.js, Python y gestión de rutas…
Implement Zoom authentication correctly. Use when setting up app credentials, choosing an OAuth grant, requesting scopes, handling token refresh, or debugging auth failures.
Official Salesforce documentation retrieval guidance. Use when you need authoritative Salesforce docs from developer.salesforce.com or help.salesforce.com, especially when pages…
Centralize system init or capability payload construction in one builder so multiple transports emit identical schemas and only vary inputs or delivery.
Guide and run a SharePoint audit locally. Collect inputs, confirm PowerShell 7.4+ and Python 3.10+ are available, call PowerShell with certificate auth via wrapper, parse…
Generate shell completion scripts for bash, zsh, and fish from CLI command definitions. Creates intelligent completions with argument suggestions, file completions, and dynamic…
Apply shell-command discipline for agent invocations — one command per call (no &&, ;, or inline cd dir && cmd chains), no inline env vars (VAR=value cmd), and gh auth login or gh…
Enable and configure the sandboxed shell execution tool with command allowlists, Docker isolation, and audit logging for agents that run terminal commands.
Use execFileSync with args array instead of execSync with string concatenation to prevent shell injection
Audit shell scripts for correctness and common pitfalls. Use when reviewing bash/sh scripts before merging.
Acts as a Bash scripting expert that creates and refactors Shell scripts with clean structure, standard conventions, strong error handling, logging, and production-ready best…
Specialized knowledge of Bash and Zsh scripting, shell automation, command-line tools, and scripting best practices.
POSIX shell scripting guidelines for automation. Apply when editing `.sh` files or shell scripts. Use for strict mode, quoting, error handling, idempotent operations.
Use when writing or reviewing Bash scripts and shell snippets, especially for shebang selection, quoting, parameter expansion ("${VAR}" style), test expressions ([ ] vs [[ ]]),…