Master protocol for deconstructing agent frameworks to inform derivative system architecture. Use when (1) analyzing an agent framework's codebase comprehensively, (2) comparing…
Understand and navigate the DevPrep AI 7-folder architecture. Use this skill when asked about code organization, where to place new features, what modules exist, or when starting…
Before committing to an implementation plan, run this skill to stress-test the proposed architecture.
Initialize a new archkit project. Walks the user through picking an archetype (saas/internal/content/ecommerce/ai/mobile/realtime/data/_generic), choosing a deployment mode…
Use this skill for Argo CD GitOps review across Application, AppProject, ApplicationSet, sync windows, RBAC, sync impersonation, and Argo CD Agent multi-cluster topologies.
INVOKE THIS SKILL when creating, managing, or using annotation configs or annotation queues on Arize (categorical, continuous, freeform), or applying human annotations to project…
INVOKE THIS SKILL when optimizing, improving, or debugging LLM prompts using production trace data, evaluations, and annotations.
INVOKE THIS SKILL when downloading, exporting, or inspecting Arize traces and spans, or when a user wants to look at what their LLM app is doing using existing trace data, or when…
Maintain the Arkaik product graph map — add, update, or remove nodes and edges in the ProjectBundle JSON that describes Pebbles' screens, flows, data models, and API endpoints.
This skill should be used when the user says "save plan", "save the plan", "arness code save plan", "structure this plan", "create project from plan", "export plan", "export…
This skill should be used when the user says "containerize", "dockerize", "create dockerfile", "docker setup", "container setup", "arn infra containerize", "infra containerize",…
Working with @arwes/react (1.0.0-next) sci-fi UI framework — frame components, Animator lifecycle, SVG styling, bleeps, and effects.
Build and modify Ash Framework code using current Ash-native patterns. Use this skill whenever the user asks for Ash resources, actions, relationships, calculations, changes,…
Use this skill to verify a Compose semantics node's properties from a UI test using `assertExists`, `assertDoesNotExist`, `assertIsDisplayed`, `assertIsNotDisplayed`,…
This skill should be used when the user asks about "asset container", "Glide", "image manipulation", "form blueprint", "form submission", "search config", "Algolia", "search…
This skill should be used when debugging Astro issues, identifying Astro anti-patterns, fixing common Astro mistakes, troubleshooting Astro errors, resolving "document is not…
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS…
This skill should be used when implementing features using Acceptance Test Driven Development. It guides through the RED/GREEN/REFACTOR cycle with explicit permission gates…
This skill should be used when the user asks to "audit for dead code", "check for unused imports", "find cascade effects", "run post-implementation audit", or at Phase 7 of the…
Use this skill when authoring, configuring, or debugging Myco agent pipeline tasks. It covers task YAML anatomy, scheduling, parameter injection, timeout and concurrency behavior,…
Use this skill when designing, writing, configuring, or debugging a new phased executor task for the Myco agent harness — even if the user doesn't explicitly ask for a "task…
PROACTIVELY activates for ANY task with clear success criteria. This skill should be used when the user provides tasks like: "fix the bug", "add tests", "implement feature X",…
This skill consolidates autonomous AI agent loop patterns: the Ralph Wiggum exit-code-2 pattern, our manage-loop (manage-continuation.json + manage-loop-hook.py), grind-loop.sh…
Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python.
Use this skill when reviewing AWS ACM Private CA (Private Certificate Authority) issuer configurations for cert-manager.
Use this skill for Microsoft Foundry and Azure AI Foundry operations governance: resource-versus-project boundary design, RBAC review, quota planning, network isolation, logging,…
Azure Machine Learning SDK v2 for Python workflow skill. Use this skill when the user needs Azure Machine Learning SDK v2 for Python.
⚠️ DEPRECATED: This SDK has been renamed to Call Automation. For new projects, use azure-communication-callautomation instead. This skill is for maintaining legacy code only.
Use this skill for Azure Cosmos DB application development work, especially NoSQL data modeling, document structure, partition-aware access patterns, point reads, query design,…
Use this skill for Azure Cosmos DB performance investigation, especially RU spikes, query latency, throttling, hot partitions, indexing inefficiency, partition-skew analysis,…
Use this skill for Azure Cosmos DB platform operations and design review, especially accounts, databases, containers, partition-key design, throughput and RU posture, consistency…
Install and connect the Azure Cost Management App (by Microsoft Corporation) in Power BI Service via browser automation.
Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks.
Interact with Azure DevOps via direct REST API calls — list projects, teams, repos, work items, sprints/iterations (project-wide or scoped to a specific team), pipelines, builds,…
Create pull requests quickly in Azure DevOps repositories using Azure CLI (`az repos pr create`) with reliable auth fallbacks.
Use this skill for Microsoft Entra ID specialist work, especially Conditional Access, authentication methods, MFA and SSPR registration, identity protection, workload identities,…
Use this skill for Azure Policy guardrails, initiatives, assignment scope, management-group inheritance, exclusions, remediation risk, tag governance, allowed regions or SKUs, and…
Use this skill when reviewing Azure Key Vault certificate issuer configurations for cert-manager on AKS.
Use this skill for Azure landing-zone design, management-group and subscription hierarchy reviews, platform-versus-application boundary decisions, or multi-subscription Azure…
Fill out Microsoft Azure Landing Zone (ALZ) Accelerator checklists by interviewing the user, mapping their Azure subscriptions, integrating IP addressing documentation, and…
Use this skill to classify a user task, select the right Azure specialist agent or team of specialists from the catalog, and dispatch them.
Azure API Management SDK for Python workflow skill. Use this skill when the user needs Azure API Management SDK for Python.
Azure Monitor OpenTelemetry SDK for TypeScript workflow skill. Use this skill when the user needs Auto-instrument Node.js applications with distributed tracing, metrics, and logs…
Use this skill for Azure network architecture review, hub-spoke critique, routing and DNS dependency analysis, shared-services boundary decisions, firewall placement review, and…
Use this skill for Azure Monitor, Log Analytics, Application Insights, alerting, KQL triage, telemetry-gap analysis, workbooks, or operator-grade incident and posture…
Use this skill for Azure Private Link and private endpoint adoption planning, including hub-versus-spoke placement, private DNS zone linkage, route implications, centralized…
Use this skill for Azure RBAC, Entra-backed access, role assignment, custom role, scope, subscription, management group, or least-privilege review tasks.
Use this skill for Azure resilience, business continuity, and disaster recovery reviews covering RTO/RPO realism, failover and failback assumptions, shared-responsibility gaps,…
Use this skill for Azure Resource Health, Service Health, activity-log alert, and first-pass incident triage when the question is whether Azure platform health is part of the…
Use this skill for Azure management-group hierarchy, subscription placement, resource-group boundary, and platform-versus-workload ownership decisions that affect governance,…
This skill should be used when user asks to "query Azure resources", "list storage accounts", "manage Key Vault secrets", "work with Cosmos DB", "check AKS clusters", "use Azure…
Use this skill when someone wants to run a complete business architecture session — producing a Capability Map, Concept Model, and Value Stream in one guided flow.
Design and implement RESTful API endpoints following REST principles, HTTP standards, and resource-based URL conventions.
Use this skill when designing backend systems, databases, APIs, or services. Triggers on schema design, database migrations, indexing strategies, distributed systems architecture,…
Create reversible, focused database migrations with proper naming, version control practices, and zero-downtime deployment considerations.
Create and manage database schema migrations with reversibility, zero-downtime deployment support, and proper version control.
Write secure, performant, and optimized database queries using parameterized queries, eager loading, proper indexing, and transaction management.
Write secure, optimized database queries using parameterized statements, eager loading, proper indexing, and transaction management.
Use this skill when validating a backend API or WebSocket endpoint end-to-end, including acquiring an OIDC bearer token for authenticated calls.
BackstopJS gives agents a repeatable way to capture reference screenshots, compare UI states, and flag visual regressions before changes ship.