GoogleCloudPlatform

Orchestrates parallel worker subagents with real-time telemetry reporting and automated hard circuit-breaking via manage_subagents upon fatal worker errors.

Orchestrates parallel worker subagents executing a 4-step workflow, streaming mid-flight milestone progress reports back to the parent orchestrator via send_message. Use when running multi-step pipeline tasks with live progress reporting.

Orchestrates parallel test suite execution across isolated workspace branches by registering a custom test_suite_runner subagent via define_subagent and dispatching parallel workers via invoke_subagent. Use when batch executing test suites and analyzing test…

Generates mock flower and plant images for an e-commerce website, presenting them for user review. Use when generating mock product images for flower and plant stores or managing generated mock image assets.

Interviews the user for critical implementation details needed to generate a Web Form. Manages FORM namespace in `user_prefs.json`. Use when making Web Forms.

Enforces data governance by verifying Knowledge Catalog Aspects before recommending BigQuery tables.

Ensures the game has a fun easter egg that turns the screen black and white, sepia or gameboy monotone colours. Use when creating or modifying a game.

Ensures platformer games have polished movement, responsive controls, and balanced jump mechanics. Use ONLY when the game type is "platformer".

Plan a remediation strategy after a test failure.

Workflow for triaging, planning, fixing, and verifying reported provider bugs.

Opt resource into MMv1 list-resource generation by setting `generate_list_resource: true` and validate it locally with generated tests. Invoke when the user asks to add list-resource support for a specific MMv1 resource or to enable `generate_list_resource`…

Fallback workflow for general implementation and debugging tasks without a more specific workflow

Prepares a feature branch, stages and commits changes, pushes to the user's personal fork, and generates a pre-filled GitHub comparison link for the user to review and submit a Pull Request.

Workflow for deprecating existing resources, data sources, or fields on the main branch prior to a major release.

Workflow for executing resource, data source, and field removals on a major release feature branch.

Workflow for diagnosing, fixing, and verifying failing Terraform acceptance tests from GitHub issue URLs (detecting test-failure labels), direct prompts, or log files using Failure Scenario Decision Trees.

Implement the core reconciliation logic (Adapter) and E2E fixtures for a direct controller migrating from legacy

Provides provides clear review criteria for reviewing PRs that add controllers for KCC Greenfield resources.

Guides the implementation of KRM types and CRD scaffolding for migrating existing resources to "direct" controllers.

Standards and rules for implementing KCC direct controllers for GCP resources that ONLY support service-generated IDs.

Guides the implementation of export support for a direct controller, including implementing AdapterForURL and verifying it through the unified test runner.

Guides the implementation of Phase 2 (direct controller logic, E2E fixtures, and fuzzer) for KCC Greenfield resources, with a focus on real GCP recording and verification.

Implement the core reconciliation logic (Adapter) and E2E fixtures for a direct KCC resource. Use this after Step 1 is complete.

Guides the implementation of Phase 3 (MockGCP and Alignment) for a direct KCC resource, verifying behavioral correctness against simulated GCP services. Use this when you need to implement or align mockgcp for a KCC resource.

Use when the marathon plan needs non-spatial event parameters defined: theme, hydration-point logistics, crowd zones, start times, or expected participant counts. Triggered when the request describes the feel or operational logistics of the race rather than…

Use when the marathon plan needs a 26.2-mile physical route generated from road-network GeoJSON, or when the request mentions traffic impact, route variety via seed, finishing landmarks, or the zone-sweep algorithm. Triggered by route-planning or…

Use when the planning committee asks about marathon finances or requests a budget change. Triggered by mentions of budget, cost, spending, sponsorship, or any phrasing that implies modifying a financial allocation. Reports in percentages rather than specific…

Use when planning a marathon route that must reference real-world geography: looking up landmarks, businesses, or parks in a city, computing distances between points, or checking historical and forecasted weather for the race date and location. Triggered when…

Use when the planning committee asks to change, increase, decrease, or modify a budget allocation in a security-restricted context. Triggered by any budget-modification phrasing. Refuses the change and directs the requester to an authorized administrator.

Use when a runner agent receives a distance update and must deplete water proportionally, or when the runner enters a hydration station and must decide whether to stop and rehydrate. Triggered by distance events and station events.

Use when a runner agent needs to manage athletic performance during a race tick: accelerating, braking, or reading current vitals (speed, energy, hydration, exhaustion). Triggered every tick the runner is active.

Use when the simulator's loop agent advances the race by one tick: broadcasting state to runners, draining the telemetry buffer, computing traffic conditions, and checking for race completion. Triggered every iteration of the LoopAgent.

Author, validate, and manage Contact Center AI (CCAI) Insights Configurable Dashboards. Use when users want to define multi-tab analytics dashboards, configure Vega-Lite charts and SQL queries, maintain declarative dashboards.yaml configurations, or…

Author, validate, and manage Contact Center AI (CCAI) Insights Autolabeling Rules. Use when users want to translate business labeling logic into CEL condition expressions, maintain declarative autolabel_rules.yaml configurations, or synchronize rules to GCP…

End-to-end GECX/CXAS/CES conversational agent lifecycle -- build agents from requirements (PRD-to-agent), create and run evals (goldens, simulations, tool tests, callback tests), debug failures, and iterate to production quality. Use this skill whenever the…

Migrate Dialogflow CX (DFCX) agents to CXAS (Customer Experience Agent Studio) agents. Use this skill when the user mentions DFCX migration, migrating agents, converting DFCX to CXAS, porting agents, agent migration, or post-migration…

Automates the ingestion of customer requirement documents such as diagrams, BRDs, code etc., synthesizes high-fidelity natural transcripts, and compiles them into highly interactive, responsive Critical User Journey (CUJ) reports.

Enforces 100% task and file ingestion coverage via an asynchronous, supervisor-driven state polling mechanism.

Retrieves non-contained CCAI Insights conversations (losses), uses agent intelligence to cluster them into common failure patterns, and generates a markdown report. Use when you need to analyze failure patterns and build targeted regression/evaluation reports.

Converts CXAS golden evaluations to SCRAPI SimulationEvals test cases. Use when generating high-level, goal-oriented test cases from turn-by-turn evaluation JSONs, and when enriching test expectations with inferred tool calls.

Functionally tests local Dataflow pipeline changes against the main branch using ephemeral GCP resources and gated approvals. Use ONLY when functionally testing one of these specific migration templates: gcs-spanner-dv, sourcedb-to-spanner,…

Guide for implementing a database source connector in the v2/datastream-to-spanner forward migration Dataflow template. Details scope boundaries, prerequisites, connector implementations, registry registrations, unit testing, and smoke testing guidelines.

Guide for implementing a database source connector in the v2/sourcedb-to-spanner forward migration Dataflow template. Details scope boundaries, prerequisites, connector implementations, registry registrations, unit testing, and smoke testing guidelines.

Guide for implementing a database source connector in the v2/spanner-to-sourcedb reverse migration Dataflow template. Details scope boundaries, prerequisites, connector implementations, registry registrations, unit testing, and smoke testing guidelines.

Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the datastream-to-spanner (CDC) template.

Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the sourcedb-to-spanner (Bulk) template.

Skill for adding data type integ tests for new source by provided datatype_mapping_matrix.

Skill for adding functional integ test for new source by taking reference from existing MySQL integ tests.

Generate images from a text prompt (optionally guided by reference images) using the genmedia Nanobanana MCP server's nanobanana_image_generation tool. Use when a task needs a still image produced from a description, with control over aspect ratio,…

Expert in AI image generation and editing. Use when the user needs high-quality textures, character-consistent visuals, or image-to-image editing using mcp-nanobanana-go.

Installs Google's GenMedia MCP servers (Lyria, NanoBanana, Veo, Chirp, AVTool) via curl from pre-compiled release binaries and registers them in mcp_config.json. Use when the required media synthesis tools are missing or inactive.

Expert in generating full multi-scene multimedia storybooks (image, video, voice, and music) with dynamic duration probing, conversational tempo guardrails, a dedicated self-correcting Editor's QC Room, and pipeline flowcharts embedded in interactive reports.

Builds the mcp-genmedia Go MCP servers (nanobanana, veo, lyria, gemini-multimodal, chirp3-hd, avtool) from source and wires them into settings.json. Use this skill whenever the MCP tools are missing or broken — typically at the start of a new session, after a…

Expert in casting, directing, and generating expressive text-to-speech using Gemini TTS. Use this when the user needs virtual voice actor personas, expressive speech generation, or multiple variations of a voiceover (like "take 3 on the bounce").

Expert media production assistant. Use when requested to help with storyboarding, podcast creation, audio assembly, or complex multi-step media workflows using the GenMedia MCP servers (Veo, Lyria, Gemini TTS, NanoBanana).

Expert in video composition, editing, and format conversion. Use when the user wants to generate high-quality video, overlay images on video, concatenate clips, create GIFs, or sync audio to video using mcp-avtool-go and mcp-veo-go.

Guides the design, scaffolding, authoring, validation, and registration of new agentic developer skills following Cortex Framework standards and anatomy rules.

Inspects and dumps SAP table schemas directly from replicated SAP DDIC tables (DD01L, DD02L, DD02T, DD03L, DD04L, DD04T, DD08L) in BigQuery.

Discovers and invokes Cortex external agent skills. Use when starting a session or when you need to discover which skill applies to the current task.

Instructions on how to build and deploy a data product in Cortex Framework V7.

Instructions on how to create and scaffold a new data product in Cortex Framework V7.

Instructions on how to write Python unit tests to verify a Cortex data product's transformation logic, filters, and field mappings.

Reference guide for business rules, naming conventions, and data modeling standards enforced during data product development.

Generates Entity-Relationship (ER) diagrams from Cortex data product(s) in dot notation, mermaid diagrams, or draw.io XML formats.

Adopts the Legal Expert persona. Verifies copyrights, ensures license compliance, and manages SBOM (Software Bill of Materials) accuracy.

Adopts the Site-Reliability Engineer (SRE) persona. Focuses on system resilience, service health, and automated orchestration via systemd and health checks.

Adopts the Software Engineer persona. Focuses on functional correctness, structural integrity, and architectural hygiene, including Source Code Versioning History Refactoring.

Enforces the mandatory sequential validation workflow when a new workstation image is built or the codebase is modified.

Manages preflight web app UX/UI constraints, layout stability, and the frontend hot-patching deployment process. Use when modifying HTML, CSS, or JS in the apps/workstations/preflight-web/ directory.

Adopts the Privacy Expert persona. Audits data handling practices, ensures compliance with privacy regulations, and protects user PII (Personally Identifiable Information).

Adopts the Agent Manager persona. Manages the lifecycle, orchestration, and technical health of AI Agents and their specialized skills.

Adopts the Open-Source Expert persona. Ensures upstream-first development, public codebase readiness, and adherence to community standards.

Automates migrating legacy GKE Ingress resources to the modern Gateway API. Use when migrating legacy GKE or NGINX Ingress resources to GKE Gateway API specifications.

Google Ads copywriting expertise. Covers Responsive Search Ad (RSA) best practices, headline formulas, description frameworks, and character limits. Load this skill when generating text ads, headlines, or ad copy.

Brand strategy and campaign positioning expertise. Covers audience segmentation, competitive differentiation, value proposition frameworks, and campaign brief creation. Load this skill when setting up campaigns, selecting audience segments, or defining…

Ad platform specifications and best practices. Covers Google Ads, YouTube, Instagram, TikTok, and Meta ad formats, dimensions, character limits, and optimization tips. Load this skill when creating platform-specific content or recommending campaign settings.

Market trend analysis and product-trend mapping expertise. Covers how to interpret trend data, align products to cultural moments, and create trend-informed campaign angles. Load this skill during the Creative Research Phase when running trend_spotter and…

Cinematic video ad storytelling expertise. Covers 3-act narrative structure, emotional arcs, camera motion, scene transitions, and voiceover pacing for 10-second commercial video ads using Gemini Omni. Load this skill when generating video ads or storylines.

Visual art direction expertise for marketing imagery. Covers photography styles, composition rules, color theory, lighting techniques, and product staging. Load this skill when generating image ads, asset sheets, moodboards, or keyframe images.

Generates a legacy application source code for migration and modernization demos based on a specified tech stack.

Author rule notes, parameters, dependencies, tuning, and testing sections for a YARA-L rule.

Extract unstructured legacy rules from a raw text file and structure them into valid JSON.

Take a source SIEM rule and format its content for readability, then insert it into a YARA-L rule template.

Generate a raw sample log entry in the original source format that will trigger the migrated YARA-L rule.

Migrate a source rule section in a YARA-L file into YARA-L 2.0, adhering to precise Google SecOps schemas.

Initialize a new YARA-L rule directory structure and YARA-L rule file from the template.

Full orchestration workflow to migrate a custom SIEM rule to YARA-L, running all sub-steps sequentially.

Run the recommender script to generate recommendations for SecOps curated/community rules based on custom rules.

Specialized in working with Google Maps Grounding lite and MCP tools. Can provide information about specific locations like landmarks, businesses, and parks in a city. Also provide weather information for specific dates or historical weather information for…

Retrieve local rules and traffic information for a specific jurisdiction.

TODO - One line description of what this skill does.

Evaluates the plan against financial, community, and logistical goals.

Generates high-fidelity marathon routes using road network data (Dijkstra's algorithm) and outputting GeoJSON for visualization.

Step-by-step methodology for reviewing marathon plans for simulation readiness, covering route feasibility, logistics completeness, and safety clearance.

Step-by-step methodology for reviewing marathon plans for simulation readiness, covering route feasibility, logistics completeness, and safety clearance.

Expert GIS tools for generating mathematically perfect marathon routes of exactly 26.2 miles using road network data and zone-sweep decomposition.