FirstPrinciples
First principles analysis. USE WHEN first principles, fundamental, root cause, decompose. SkillSearch('firstprinciples') for docs.
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First principles analysis. USE WHEN first principles, fundamental, root cause, decompose. SkillSearch('firstprinciples') for docs.
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability me…
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…
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.
Manage ArangoDB operations including backups with automatic retention, health checks, embedding gap detection, duplicate detection, and integrity verification. Works with local or containerized Arango…
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Scaffold a new DAG node in afi-reactor, wire it into the pipeline, and ensure all types and validators are imported from afi-core while obeying AFI Orchestrator Doctrine and the AFI Droid Charter.
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…
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.
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…
Designing effective alerts and runbooks for incident response. PROACTIVELY activate for: (1) Creating alerting rules, (2) Writing runbooks, (3) Reducing alert fatigue, (4) On-call escalation setup, (5…
Azure DevOps integration specialist for SpecWeave increments with epic/feature/story management and bidirectional sync. Use when creating ADO work items, syncing task completion, or troubleshooting AD…
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.
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
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.