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Evaluate improvements to Archify diagrams using actual outputs and agent work records. Compare accuracy, readability, and total delivery time to investigate layout, connection routing, diagnostics, and authoring guidance, then document what the evidence supports.

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• Comparing diagram layouts and connection routes
• Investigating repeated diagram repair attempts
• Testing changes to authoring guidance

Helps create and extend Apache Airflow DAGs, workflows that define task order and dependencies, for Managed Service for Apache Airflow. Covers environment checks, version compatibility, coding practices, and local or deployed validation.

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• Creating a DAG for a managed Airflow environment
• Adding tasks to an existing workflow
• Checking DAG import errors before deployment

Guides creation and validation of custom dotnet new templates from existing projects. Generates a .template.config/template.json that preserves the source project's conventions. USE FOR: creating a reusable dotnet new template from an existing project, bootstrapping .template.config/template.json with correct identity, shortName, parameters, and post-actions, adding parameters or conditional content to a template you are authoring, validating the template.json you are authoring before publishing, packaging templates as NuGet packages for distribution. DO NOT USE FOR: validating an existing template.json as a standalone task (use template-validation), finding or using existing templates (use template-discovery and template-instantiation), MSBuild project file issues unrelated to template authoring, NuGet package publishing (only template packaging structure).

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Guides creation and validation of custom dotnet new templates from existing projects. Generates a .template.config/template.json that preserves the source project's conventions. USE FOR: creating a reusable dotnet new template from an existing project, bootstrapping .template.config/template.json with correct identity, shortName, parameters, and post-actions, adding parameters or conditional content to a template you are authoring, validating the template.json you are authoring before publishing, packaging templates as NuGet packages for distribution. DO NOT USE FOR: validating an existing template.json as a standalone task (use template-validation), finding or using existing templates (use template-discovery and template-instantiation), MSBuild project file issues unrelated to template authoring, NuGet package publishing (only template packaging structure).

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Provides guidance for authoring Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer). Covers environment context discovery, Airflow 2 vs 3 compatibility, authoring best practices, and local/remote validation processes. Use when creating or extending an Airflow DAG. Don't use when authoring Python code unrelated to Airflow DAGs.

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Create and edit DOCX documents using OpenXML SDK, a toolkit for working with Office files. The skill supports branded reports, polished proposals, and template-based authoring, with the full workflow supplied through a separate upstream bundle.

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• Creating reports that follow a brand's style
• Preparing polished proposal documents
• Authoring documents from templates

Create, edit, and review agent skills against a shared authoring standard. Clarify goals, completion conditions, and responsibilities, remove unsupported instructions, and validate changes according to their risk, with a report explaining what changed and why.

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• Creating a skill with clear goals and completion conditions
• Revising redundant or overly prescriptive skill instructions
• Reviewing skill changes against an authoring standard

Build reusable maps, charts, rankings, diagrams, and opening or ending components for iPolloWork Video. Connect them to shared editing forms, project themes, structured data, AI editing areas, and animation timelines that support jumping to specific playback positions.

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• Build reusable map, chart, or ranking components
• Connect component settings to shared forms and tables
• Make visuals follow the project theme

Import data into the Simulation Data Inspector (SDI) from MAT, CSV, or Excel files, from workspace variables, or from a Simulink simulation. Use when the user wants to view a logged file in SDI, load a bench-test log, or verify what a just-completed `Simulink.sdi.createRun` or `sim(model)` produced. Covers the `'file'`, `'vars'`, and `'namevalue'` sources of `createRun`, the auto-populate behavior after `sim()`, and post-import verification. Not for comparing existing runs (use `Simulink.sdi.compareRuns`); not for streaming data live during a running simulation (use `Simulink.sdi.createRunOrAddToStreamedRun` — a separate API); and not for authoring Gherkin or Simulink Test test cases, assertions, or regression tests (use `testing-simulink-models`). Do not activate on test-authoring or verification prompts even when no test-authoring skill is available — say so and stop.

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Configure the Canvas Authoring MCP server for the current coauthoring session. USE WHEN "configure MCP", "set up MCP server", "MCP not working", "connect Canvas Apps MCP", "canvas-authoring not available", "MCP not configured", "set up canvas apps".

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Guides creation and validation of custom dotnet new templates. Generates templates from existing projects and validates template.json for authoring issues. USE FOR: creating a reusable dotnet new template from an existing project, validating template.json files for schema compliance and parameter issues, bootstrapping .template.config/template.json with correct identity, shortName, parameters, and post-actions, packaging templates as NuGet packages for distribution. DO NOT USE FOR: finding or using existing templates (use template-discovery and template-instantiation), MSBuild project file issues unrelated to template authoring, NuGet package publishing (only template packaging structure).

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Japanese document co-authoring and editing assistant with proofreading checklist, keigo adjustment, essay structure patterns (起承転結, PREP), and revision tracking. Triggers on requests for 文章推敲, 共同執筆, 文章校正, 敬語調整, 文体統一, レビュー依頼, ドキュメント編集.

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Authoring Codex Skills: production-level frontmatter, triggered scope, runnable assets. Use when implementing, reviewing or testing authoring codex skills for React, Vite, Next.js or Perfect_AI projects.

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Create or revise skills shipped within the Hermes Agent repository. The guidance covers file placement, required metadata, clear procedures, platform checks, tests, and documentation updates so contributions follow the repository’s authoring standards.

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• Add a reusable skill to the Hermes Agent repository
• Revise an existing in-repository SKILL.md
• Choose bundled or optional placement

Co-write proposals, specifications, and decision documents through a guided process. Gather background, draft and refine each section, then test the document with a fresh Claude conversation to find unclear explanations and missing context.

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• Turning scattered background notes into a proposal
• Drafting specifications or decision documents
• Refining structure and wording section by section

Create external Paperclip plugins using command-line tools. Scaffold a package, install it into a local Paperclip instance, rebuild as you edit, and check types, tests, and builds before reporting the plugin’s status.

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• Scaffold a new external Paperclip plugin
• Install and iterate on a local plugin
• Verify plugin types, tests, and builds

Design multi-agent workflows for research, reviews, and migrations. Organize work across different evidence sources, add independent checks, and combine findings while preserving source references, unresolved questions, and limits on what was examined.

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• Plan research across multiple evidence sources
• Review implementation and tests from different angles
• Compare candidate solutions with independent judges

Write Workflow scripts that divide research, reviews, or migrations among multiple agents. This reference explains parallel tasks, independent checks, result synthesis, and resuming interrupted runs, with examples for organizing larger jobs into manageable stages.

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• Divide a code review among independent agents
• Organize research from multiple search angles
• Plan file migrations with isolated edits

Write Workflow scripts that divide research, reviews, or migrations among agents. The reference explains parallel and staged processing, independent verification, failure handling, budgets, and resuming runs so the script has a clear execution structure.

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• Design a review workflow with independent verification
• Divide broad research among agents and combine findings
• Plan staged processing for a large migration

Evaluate Vitest tests by the observable behavior and realistic regressions they protect. Guide new test authoring and review existing suites for duplication, dependence on implementation details, and code used only by tests, with evidence for retention or removal.

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• Checking the value of a new or changed Vitest test
• Finding overlapping tests that can be consolidated
• Reviewing tests that break during behavior-preserving refactoring

Create, migrate, refine, or debug CARLA vehicle assets with Blender and Unreal. Use real vehicle references to guide geometry and materials, configure wheels, lights, and physics, and deliver editable sources with evidence from runtime validation.

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• Creating a CARLA vehicle from real vehicle references
• Refining tires, materials, or body geometry
• Migrating vehicles and debugging Unreal integration

Import a four-wheel FBX vehicle into a CARLA source build, configure its physics, wheels, and animation, and register it for the Python API. Verify that the resulting vehicle can spawn, drive, and steer.

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• Importing a custom van or truck into CARLA
• Registering a vehicle for spawning through the Python API
• Checking why an imported vehicle will not drive or steer

Design an OpenRig agent team around a project goal. Create team and agent specifications, role guidance, and collaboration rules, then validate the setup and diagnose problems with startup instructions or agent coordination.

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• Designing an implementation and QA pair
• Creating a team with development and independent review
• Writing role guidance and team collaboration rules

Add a complete dashboard panel in plain TypeScript, from server routes and data services to the visible component and registration. The workflow checks existing routing patterns and includes request failure handling, caching, and saved panel state.

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• Adding a dashboard panel across server and browser code
• Connecting routes to Express or http.createServer
• Adding caching and cooldowns after repeated failures