DevOps & Infra

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Guide development of Qiskit MCP servers. Use when creating tools, resources, tests, or new servers. Helps with async patterns, pytest fixtures, GitHub CI/CD setup, and code quality. Trigger on "add tool", "add resource", "write test", "new server", "FastMCP", "MCP development", or "GitHub workflow". Use when this capability is needed.

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Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus Use when this capability is needed.

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Azure DevOps

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Use when you need DevOps work like CI/CD, Docker, deployment, or pipelines.

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Audit CI/CD workflows for correctness, caching, action pinning, secret hygiene, and job-graph health. Returns impact-ordered findings tables. Use when this capability is needed.

tomevault-io Bundle

Comprehensive PR analysis with security review, code quality assessment, and automatic improvements. Use when reviewing PRs for security issues, performance optimizations, or best practices violations. Provides multi-dimensional analysis with safe auto-apply options. Use when this capability is needed.

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CI/CD Patterns

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Deploy Skill — Production Deployment Patterns

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Deploys the library to OSSRH staging and creates a pre-release, but publishing must be done manually via the Sonatype web UI.

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Review RFCs for the ToolHive ecosystem. Use when the user wants to review, critique, or provide feedback on an RFC for toolhive, toolhive-studio, toolhive-registry, toolhive-registry-server, toolhive-cloud-ui, or dockyard projects. Use when this capability is needed.

tomevault-io Bundle

Manage the local observability stack (OTel Collector + Loki + Prometheus + Grafana + image-renderer) that visualizes vsdd-factory hook events and Claude Code OTel telemetry. Starts/stops/resets the Docker stack, manages the multi-factory watched-list registry (register/unregister/list), and opens the Grafana dashboard. Use when the user asks to start/stop the observability stack, register a project to be watched, list registered factories, or open the Grafana dashboards. Opt-in, local-only, no cloud services. Use when this capability is needed.

tomevault-io Bundle

Cloud architecture and infrastructure expert. Use when the user asks about cloud topics including AWS, Kubernetes, containers, Docker, ECS, serverless, infrastructure as code, Terraform, CloudFormation, networking, load balancing, auto-scaling, CI/CD pipelines, GitHub Actions, or cloud deployment strategies. Use when this capability is needed.

tomevault-io Bundle

Ask Tracy to analyze your recent trajectories and improve your agent behavior based on data-driven recommendations. Use when this capability is needed.

tomevault-io Bundle

Visualizes AWS infrastructure from CLI output, CloudFormation, or descriptions. Use when user has AWS resources to diagram. Use when this capability is needed.

tomevault-io Bundle

Use when initializing a new project, making a repo agent-ready, or adding architectural layer boundaries — produces AGENTS.md, docs/ system of record, boundary tests, linter rules, CI pipeline, and GC scripts

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Docker Logs Tail

tomevault-io Bundle

Use files-sdk to add file storage to a TypeScript/JavaScript app with a unified API across S3, R2, GCS, Azure, Vercel Blob, the local filesystem, and 40+ other providers. Triggers when the user wants to upload/download/list/move/delete/copy files, generate presigned URLs, do multipart or resumable uploads, range downloads, bulk (array) operations, migrate between providers, list folders, scope to a prefix, observe activity with hooks, use the `files` CLI or its MCP server, expose storage to an AI agent (Vercel AI SDK, OpenAI Responses/Agents, Claude Agent SDK), or asks about "files-sdk", "Files SDK", `new Files(...)`, `files.upload`, `files.move`, `files.url`, `files.signedUploadUrl`, `transfer(...)`, `UploadControl`, or any `files-sdk/<adapter>` subpath import. Use when this capability is needed.

tomevault-io Bundle

One-stop guided LlamaFactory SFT workflow — data prep, model prep, fine-tuning config/method selection, background training, loss visualization, effect validation and model export. TRIGGER when the user wants to fine-tune / SFT a model with LlamaFactory, run a full LlamaFactory training pipeline, or asks to "微调" / "用 llamafactory 做 sft" / "train a LoRA". SKIP for general questions about the codebase or non-training tasks. Use when this capability is needed.

tomevault-io Bundle

Google Cloud Platform (GCP) development best practices for Cloud Functions, Cloud Run, Firestore, BigQuery, and Infrastructure as Code. Use when this capability is needed.

tomevault-io Bundle

Amplifyに存在するすべてのブランチのデプロイ状況を確認（直近5件ずつ、所要時間付き） Use when this capability is needed.

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Teardown Hackathon Infrastructure

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docker CLI Reference

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Updates or reviews GitHub Actions workflows (CI and docs deploy). When the user says "update gitflow", "change CI", "update workflows", or similar, the agent focuses on .github/workflows/ci.yml and .github/workflows/docs.yml, applies the requested changes, and respects the project's workflow documentation in .cursor/rules/github-workflows.mdc. Use when this capability is needed.

tomevault-io Bundle

Watch an Azure DevOps UAT PR for maintainer feedback or approval by polling threads and reviewer votes until approved/passed. Use when this capability is needed.

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Provides the ability to run and iterate on HyperShift e2e tests. Auto-applies when implementing features that require e2e validation, fixing e2e test failures, or working on tasks that need live cluster testing.

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Data Pipeline - 資料管線配置

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Create Sindri V2 extensions for the Bash/Docker platform. Use when creating V2 extensions, understanding V2 extension.yaml structure, validating against V2 schema, or working with VisionFlow extensions. Covers mise, apt, binary, npm, script, hybrid install methods and the capabilities system. Use when this capability is needed.

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Use FieldFlow to inspect and reduce noisy JSON CLI output before it reaches model context. Trigger for read-only external CLI tasks likely to return large structured output, especially logs, list, describe, get, read, query, search, metrics, or status commands from tools like gcloud, gh, kubectl, aws, or similar CLIs that can emit JSON. Prefer `fieldflow-cli inspect` first, then rerun with explicit `--field` selectors. Do not use for tiny local commands, text-only commands, or mutating commands unless explicitly asked. Use when this capability is needed.

tomevault-io Bundle

Deploy Skill

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Design and implement CI/CD pipeline patterns for reliable, fast, and secure software delivery. Use when building or optimizing build and deployment pipelines. Use when this capability is needed.

tomevault-io Bundle

Operate and troubleshoot Kubernetes clusters, workloads, and networking. Use when deploying, scaling, or debugging Kubernetes resources. Use when this capability is needed.

tomevault-io Bundle

Promotion Pipeline

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Kubernetes Cluster API

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Help developers write and edit EAS CI/CD workflow YAML files. Use when this capability is needed.

tomevault-io Bundle

Generate GitHub Actions CI workflows that call Makefile targets for consistent local and CI behavior. Use when a user asks about CI setup, GitHub Actions, continuous integration, or CI/CD pipelines. Use when this capability is needed.

tomevault-io Bundle

Kubernetes