Create, configure, validate, deploy, run, and manage DABs — Declarative Automation Bundles (formerly Databricks Asset Bundles) — for Databricks resources including dashboards, jobs, pipelines, alerts, volumes, and apps

Create, configure, validate, deploy, run, and manage DABs — Declarative Automation Bundles (formerly Databricks Asset Bundles) — for Databricks resources including dashboards, jobs, pipelines, alerts, volumes, and apps

Google Sheets: Read values from a spreadsheet.

Debugs a failing production call, reproduces the bug with Cekura evaluators, implements a fix, verifies it, runs regression tests, then raises a PR with evidence. Use when the user wants to fix a production call bug, investigate a failing prod call, reproduce and fix a production issue, run regression tests before a PR, or says things like "fix this prod call issue", "debug and fix call ID", "test my fix against prod scenarios", "reproduce this production bug", or "regression test before raising PR".

Use when the user asks to "create an agent", "set up an agent", "add my agent to Cekura", "configure my voice agent", "connect my agent", "set up mock tools", "add tools to my agent", "upload knowledge base", "configure integration", "connect VAPI", "connect Retell", "connect LiveKit", "connect ElevenLabs", "add dynamic variables", or needs to onboard a voice AI agent onto the Cekura platform. Covers the full agent setup flow: collecting context, creating the agent, configuring the provider integration, setting up mock tools, uploading knowledge base files, and adding dynamic variables.

**UTILITY SKILL** — Reusable Azure Terraform patterns: hub-spoke, private endpoints, diagnostics, AVM-TF modules. WHEN: "hub-spoke Terraform", "private endpoint module", "AVM-TF composition", "diagnostic settings", "plan interpretation". DO NOT USE FOR: Bicep code (azure-bicep-patterns), ADRs (azure-adr), diagrams (drawio).

**WORKFLOW SKILL** — Pre-deployment validation for Azure: config, infrastructure (Bicep/Terraform), permissions, prerequisites. WHEN: 'validate my app', 'check deployment readiness', 'run preflight checks', 'validate azure.yaml', 'validate Bicep', 'test before deploying', 'validate Azure Functions'. DO NOT USE FOR: post-deploy troubleshooting (azure-diagnostics), executing deploys (azure-deploy).

**UTILITY SKILL** — Check and manage Azure quotas and usage across providers for deployment planning, capacity validation, and region selection. WHEN: "check quotas", "service limits", "request quota increase", "quota exceeded", "validate capacity", "regional availability", "vCPU limit". DO NOT USE FOR: deployment execution (azure-deploy), cost analysis (azure-cost-optimization).

**UTILITY SKILL** — Reusable Azure Bicep patterns: hub-spoke, private endpoints, diagnostics, AVM composition. WHEN: "hub-spoke Bicep", "private endpoint module", "diagnostic settings", "AVM Bicep composition". USE FOR: Bicep template design, hub-spoke networking, private endpoint patterns, AVM modules. DO NOT USE FOR: Terraform code (use terraform-patterns), architecture decisions (use azure-adr), troubleshooting, diagram generation (use drawio).

**WORKFLOW SKILL** — Assess and migrate cross-cloud workloads to Azure. Generates assessment reports and converts code from AWS, GCP, or other providers to Azure services. WHEN: "migrate Lambda to Azure Functions", "migrate AWS to Azure", "convert AWS serverless to Azure", "migration readiness report", "cross-cloud migration". DO NOT USE FOR: greenfield Azure deployment (azure-prepare), Azure-only refactor (azure-prepare).

**WORKFLOW SKILL** — Generate Azure architecture diagrams in .drawio via simonkurtz-MSFT MCP server (full Azure icon set, batch creation, transactional mode). Covers architecture, dependency, runtime-flow, and as-built diagrams. WHEN: 'draw.io diagram', 'Azure architecture diagram', 'as-built diagram', 'runtime flow diagram', 'dependency diagram'. DO NOT USE FOR: WAF/cost charts (python-diagrams), inline Mermaid (mermaid).

**ANALYSIS SKILL** — Creates Azure Architecture Decision Records (ADRs) with WAF pillar mapping, alternatives, and consequences. WHEN: "create ADR", "document decision", "architecture decision record", "record why we chose", "WAF pillar justification", "trade-off analysis". DO NOT USE FOR: IaC code (06b/06t agents), architecture diagrams (drawio), cost estimates (cost-estimate-subagent).

Up-to-date Microsoft Graph API knowledge for AI agents. Search 27,700+ Graph APIs, endpoint docs, resource schemas, and community samples — all locally, no network calls. Use when the agent needs to find, understand, or call Microsoft Graph endpoints.

Use when hardening, converting, auditing, or pre-release checking a Codex plugin package by verifying manifest paths, bundled skills, hooks, MCP/app config, validation gates, and release blockers.

Routes Codex skill lifecycle requests by selecting one Skill Factory lane, mode, and handoff. Use when users ask to create a skill, skillify a workflow, fix or audit a skill, improve skill quality, analyze routing failures, install a skill, or decide whether to keep, merge, split, or retire skill guidance.

Architect, build, and debug Kafka Streams apps (JVM-embedded stream processing). Use when user mentions KStream, KTable, topology, TopologyTestDriver, StreamsBuilder, interactive queries, GlobalKTable, joins/windows/aggregations, or debugging issues (rebalancing, state stores, lag, deserialization errors). Also use when user wants to optimize Kafka Streams for WarpStream or tune Kafka Streams client configuration for WarpStream. Do NOT trigger for Flink, connectors, CDC, or plain producer/consumer.

Pure socratic interrogation with NO project artifacts at all — no codebase, no CONTEXT.md, no ADRs to reference. One question at a time, walk the decision tree, recommend an answer for each branch. Rare edge case — most grilling happens inside a project, so use grill-with-docs by default (it handles the no-CONTEXT.md case by creating one lazily). Use grill-me ONLY when the user is brainstorming entirely outside a codebase (a fresh idea before any code exists, a hypothetical, a non-software design problem).

Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up declarative infrastructure management.

Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or modernizing legacy Angular code.

Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.