The official dbt MCP Server by dbt Labs provides Model Context Protocol tools for AI agents to interact with dbt projects, query the Semantic Layer, execute SQL, generate SQL from…
Use when executing implementation plans with independent tasks in the current session — from dhslegen/disciplined-delivery-toolkit
Decision modeling using decision tables, weighted scoring matrices, and decision trees. Structures complex decisions with clear criteria, alternatives evaluation, and outcome…
Break a feature into ordered, agent-sized GitHub issues that the ship-loop can work through sequentially.
Agent responsibilities and hard boundaries. Load when determining which agent should act or checking role violations.
Eine A2A-Agentenkarte (.well-known/agent.json) als Manifest entwerfen, das Agentenfaehigkeiten, Skills, Authentifizierungsanforderungen und unterstuetzte Inhaltstypen beschreibt.
Design framework-neutral agent and automation workflows before implementation. Use when choosing between Codex app automations, codex exec, Codex subagents, OpenAI Agents SDK…
Design a Zoom MCP workflow for Claude. Use when deciding whether Zoom MCP fits a task, when planning tool-based AI workflows, or when separating MCP responsibilities from REST API…
Desktop Commander is an MCP server that gives AI assistants terminal command execution, file system search, diff-based file editing, and process management capabilities.
Utilities and patterns for detecting execution environment (CI/CD vs local, network access, available ports, timeouts).
One-command dev loop boot. Spins up portless (named HTTPS subdomain), emulate (stateful API mocks), the project's dev server, and an agent-browser session — all using the current…
Conception et implémentation d'agents IA autonomes avec outils et mémoire. Se déclenche avec "agent IA", "AI agent", "autonomous agent", "tool use", "function calling", "agent…
Code review wykonanej fazy/etapu przez multi-agent analysis.
Multi-agent generowanie i filtrowanie pomyslow na ulepszenia projektu.
Conception de pipelines RAG (Retrieval-Augmented Generation). Se déclenche avec "RAG", "retrieval augmented", "vector database", "embeddings", "knowledge base", "Pinecone — from…
Create or update agent skills following the agent skill specification. Use when user asks to create a new skill or update an existing skill.
Install and configure Flutter SDK. Use when setting up a Flutter development environment.
Perform git partial merges (checkout specific folders from another branch) and squash merges (clean single-commit integration) to selectively integrate changes across branches.
Install AI code agent CLI tools including claude-code, gemini-cli, codex, and github copilot-cli. Use when setting up AI coding assistants or when the user asks to install an AI…
Add and manage Model Context Protocol (MCP) servers for AI agents, including transports, scopes, and config files.
Install and configure Node.js, npm, and pnpm using nvm. Use when setting up a Node.js environment.
Restore a project from 99-archive, a remote git repo, or a local codebase back to the workspace root, including reconstructing missing docs, stages, and sprints.
Review and refine MCP skill descriptions to follow the agent skill specification, and record approved overrides in dev-swarm/mcp_descriptions.yaml.
Create custom slash commands for popular AI agents (Claude Code, Codex, Gemini CLI). Use when user asks to create slash commands, custom commands, or reusable prompts for AI agent…
IMPLEMENT VueUse composables for browser APIs, event handling, and performance optimization. Add keyboard shortcuts, local storage, clipboard functionality, drag-and-drop — from…
IMPLEMENT VueUse composables for browser APIs, event handling, and performance optimization. Add keyboard shortcuts, local storage, clipboard functionality, drag-and-drop — from…
MUST be loaded before working with any Skill. Covers creating, building, reviewing, assessing, checking, auditing, evaluating, updating, modifying, and improving skills.
Diagnoses RAG system failures by classifying queries as factual-lookup-safe vs. relational-temporal (where RAG breaks).
Prüft Dienstvertrag, freie Dienste, Geschäftsbesorgung, Behandlungsvertrag, Dokumentation und Aufklärung.
Methodology for categorizing changes, assessing risks, and creating summaries from any changeset.
Proof-based orchestration discipline for spec-compliant multi-agent systems. Five layers: DECOMPOSITION, COMPREHENSION, VERIFICATION, ENFORCEMENT, ACCOUNTABILITY.
Create screenshots, images, and visual tests for documentation. Use when you need to capture UI screenshots, generate visual assets, create test captures, or update documentation…
Render a PR-review film — a pull request reviewed the way a principal engineer would, with the load-bearing 5% surfaced, the trade-off named, and a verdict.
Use when creating or editing documents (DOCX, PDF, XLSX, PPTX) that need professional output. Adds visual verification, typography hygiene, and formula patterns to the do — from…
Build complete document knowledge bases with PDF text extraction, OCR for scanned documents, vector embeddings, and semantic search.
Hierarchical machine-readable documentation - root CLAUDE.md with module index, per-module CLAUDE.md for significant modules
Apply Domain-Driven Design patterns. Use when modeling complex business domains, defining bounded contexts, or designing aggregates.
Foundational layer beneath PDE. Governs eight-strata substrate (ontology, lineage, constellation, gap-map, agent-fleet, production-stack, internal-magnet, external-contribution)…
Retrieve past closed/archived DPD subgraphs whose FTS5 index matches a query, then distill selected results into graph-candidate proposals.
Unterscheidet Drag-along, Tag-along und Piggyback Rights mit Triggern, Mehrheiten, Minderheitenschutz, Vollzug und deutscher Dokumentenlogik.
draw.io diagram creation, editing, and review. Use for .drawio XML editing, PNG conversion, layout adjustment, and AWS icon usage. — from general/ai-tooling
Dreamteam — Multi-agent orchestration framework. Create and run AI squads for your business.
Use the nickclyde DuckDuckGo MCP server for web search and webpage content fetching through DuckDuckGo.
Use when working with the local everything-claude-code integration, upstream docs, selective install plans, Claude plugin wiring, or ECC portable skills/rules.
P2P network for AI agents to discover peers, send/receive requests, run multi-agent consensus, and coordinate payments via the `ecco` CLI.
Optimize API costs by adjusting thinking effort per task type. Use with ralph-agent-teams or ralph-loop to reduce token usage on repetitive tasks while maximizing quality on…
Pruefraster und Schriftsatz-Vorbereitung Eilantrag § 80 Abs. 5 VwGO. Wiederherstellung der aufschiebenden Wirkung (bei behoerdlich angeordneter Vollziehung) oder Anordnung der…
Eilrechtsschutz nach § 86b SGG für Buerger. Aufschiebende Wirkung und einstweilige Anordnung. Anordnungsanspruch Anordnungsgrund existenzielle Leistungen Pflegegrad Buergergeld…
Eilantrag beim SG gegen Jobcenter. Buergergeld gestoppt Sanktion Vorlaeufige Leistung. § 86b Abs. 2 SGG einstweilige Anordnung. Glaubhaftmachung Existenzminimum Mustertext.
Checkliste zur Beurteilung Ihrer Eilantrags-Chancen vor dem Sozialgericht. Anordnungsanspruch und Anordnungsgrund Glaubhaftmachung typische Stolpersteine.
Eilantrag wenn die Krankenkasse Behandlung Hilfsmittel oder Therapie ablehnt § 86b Abs. 2 SGG. Schwere und unumkehrbare Gesundheitsschaeden Mustertext für Buerger.
Erkennt Notlagen, in denen Widerspruch/Klage nicht reicht: Existenz, Wohnung, Schule, Aufenthalt, Gesundheit, Kinderschutz, Vollziehung.
Eilantrag gegen Pflegekasse wenn Pflegehilfsmittel Pflegegrad oder Verhinderungspflege blockiert wird. § 86b Abs. 2 SGG Mustertext für betroffene Personen oder Angehoerige.
Eilrechtsschutz nach § 86b SGG — Antrag auf Anordnung der aufschiebenden Wirkung (§ 86b Abs. 1 SGG bei Aufhebungs- und Rueckforderungsbescheiden) oder einstweilige Anordnung (§…
Use when building Electrobun features for the milady-ai/milady project, submitting PRs that will be reviewed by milady's agent-review system, or understanding how the…
Manage ElevenLabs Conversational AI agent configuration including prompts, voice settings, MCP servers, and conversation settings.
Construction d'agents de gestion d'emails incluant tri, réponse automatique, extraction et classification.
Draft professional emails for various contexts including business, technical, and customer communication.
Email Parser - Auto-activating skill for Business Automation. Triggers on: email parser, email parser Part of the Business Automation skill category.
Use when designing embedding strategies that fuse semantic and structural information for knowledge graphs.