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This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working…
Retain and recall work context across sessions. Use when user asks to remember something, recall previous work, or reference past discussions. Triggered by phrases like 'remember this', 'save for late…
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
Triggered after receiving new requirements or outputs from Event Storming. Analyze the problem categories (CBF/IDF/RIF) and generate a complete specification directory structure. Achieve 'separation o…
Expert on Anthropic Claude API, models, prompt engineering, function calling, vision, and best practices. Triggers on anthropic, claude, api, prompt, function calling, vision, messages api, embeddings
Automatically generates and updates API documentation from code changes with multiple format support
Deploy applications using bjw-s/app-template Helm chart - a flexible chart for helmifying container images without dedicated charts. Use when: (1) Deploying container images that lack official Helm ch…
Professional software architecture skill for analyzing existing codebases, designing new systems, creating comprehensive planning documents, and guiding technical decision-making through structured ar…
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", …
Patterns and architectures for building AI agents and workflows with LLMs. Use when designing systems that involve tool use, multi-step reasoning, autonomous decision-making, or orchestration of LLM-d…
AIWorkflowOrchestrator project's specification management skills. An interface for searching and referencing specifications. Stores all specifications under the references/ directory, allowing quick a…
Optimize 8-bit animations for smooth performance. Apply when creating animated pixel art, game UI effects, or any retro-styled animations.
Configure this skill should be used when the user asks about "API contract", "api-contract.md", "shared interface", "TypeScript interfaces", "request response schemas", "endpoint design", or needs gui…
Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
Apptainer (Singularity) container management for HPC workloads. Build SIF images, run containers with GPU passthrough. Use when users need HPC-compatible containerization or need to pull/run Apptainer…
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", …
Create comprehensive Product Requirements Documents (PRD) that define what to build and why, focusing on goals, scope, user stories, and success criteria without implementation details. Use this skill…
Use when configuring Sentry alerts, managing issues, or setting up notifications. Covers alert rules, issue triage, and integrations.
Configuration management with Ansible. Use when automating server setup, application deployment, orchestrating multi-server tasks, or managing infrastructure configuration.
REST and GraphQL API design patterns. Covers endpoint structure, versioning, authentication, error handling, rate limiting, and OpenAPI documentation.
Generate Docker and Traefik deployment configurations for any application (Node.js, Python, Go, Rust, Java). Creates Dockerfile, docker-compose.yml, docker-compose.for-traefik.yml overlay, and .env.sa…
Manage ArangoDB operations including backups with automatic retention, health checks, embedding gap detection, duplicate detection, and integrity verification. Works with local or containerized Arango…
Task Assignment Agent - Assigns Native Tasks to worker terminals, updates ownership, and syncs progress tracking. Pipeline Position: After /orchestrate, Before /worker Handoff: Workers run /worker sta…