DevOps & Infra

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TIS 数据集成平台 Skill - 支持创建和管理端到端的数据同步管道 Use when this capability is needed.

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Agent Readiness Audit

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Build and execute chains that run multiple skills sequentially with data passing. Use when user says "chain skills", "run sequence", "pipeline", or needs to compose multiple skills into a single workflow. Use when this capability is needed.

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Guides implementation of new virtualization providers for kcli. Use when adding support for a new cloud platform, hypervisor, or infrastructure provider. Use when this capability is needed.

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Multi-cloud red team infrastructure automation. Deploy and manage cloud resources across AWS, Aliyun, Tencent Cloud with Terraform. Includes commands for init, deploy, manage, execute, and cleanup of infrastructure cases. Use when this capability is needed.

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GCP infrastructure security review process. Use when reviewing IAM policies and service accounts, auditing Cloud Storage buckets, securing Cloud Functions and Cloud Run, reviewing Terraform for GCP, or configuring VPC and firewall rules. Also use when primitive roles (owner/editor/viewer) are used, `allUsers` appears in bindings, default service accounts are used, or Cloud SQL has public IP. Essential for Workload Identity, VPC Service Controls, organization policies, and GCP security scanning. Use when this capability is needed.

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Work on the Hail system itself — CI pipeline, flaky tests, Batch service internals, dev namespace deployments, deployed infrastructure management Use when this capability is needed.

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Use when creating, adopting, refactoring, or operating Terraform, *.tf files, .terraform.lock.hcl, terragrunt.hcl, root modules, backends, state, workspaces, imports, CI plan/apply, tests, or policy checks.

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DART CI/CD troubleshooting - GitHub Actions, cache debugging, platform-specific failures Use when this capability is needed.

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Investigate Visual Studio integration test failures from Azure DevOps builds. Use when investigating integration test timeouts, crashes, or failures in the roslyn-integration-CI pipeline. Also use when asked "why are integration tests failing", "integration test timeout", "VS integration tests", or given AzDO build URLs from the roslyn-integration-CI pipeline. Use when this capability is needed.

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Run CodeQL static analysis for security vulnerability detection, taint tracking, and data flow analysis. Use when asked to analyze code with CodeQL, create CodeQL databases, write custom QL queries, perform security audits, or set up CodeQL in CI/CD pipelines. Use when this capability is needed.

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Deploy OpenAI Codex CLI agents to implement tasks autonomously. Use when the user asks to run codex, deploy an agent, or delegate implementation work. Use when this capability is needed.

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Google Cloud Well-Architected Framework skill for the Performance Optimization pillar

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Cloud Solution Architect

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Helm chart development and debugging for Kagenti Use when this capability is needed.

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Manage Kind (Kubernetes in Docker) clusters for local Kagenti development and testing. Use when this capability is needed.

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Modern CLI framework used by kubectl, docker, and more. Use when this capability is needed.

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Fix all CVEs in the Okteto CLI Docker image by scanning with Trivy and updating vulnerable dependencies and binaries Use when this capability is needed.

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Run User Acceptance Testing by creating a PR with rendered markdown on GitHub or Azure DevOps. Use when validating markdown rendering in real platforms. Use when this capability is needed.

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Run PostgreSQL extensions inside Docker containers for testing. Use when writing Dockerfiles or entrypoint scripts that start a PostgreSQL server, install a .so extension, and run pg_regress — especially when debugging shared-memory errors, gosu/su-exec user-switching, socket paths, trust auth, pg_ctl startup failures, or symbol export issues. Use when this capability is needed.

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Create, update, or run Ansible playbooks and inventory in this repo for multi-node changes (ansible/). Use for node bootstrap, package installs, or cluster-wide config updates. Use when this capability is needed.

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Production scope gatekeeper v3 — catches secretly-MVP plans before they reach the audit pipeline. Use this skill when the user says 'fazxes', 'check scope', 'is this complete', or right after a plan is written and before it goes to /audit-plan. Hunts for buried scope reductions ('trade-offs accepted', 'for v1', 'future enhancement'), scope reduction by omission (problems stated but never addressed), vague confidence language ('this should work'), and approach issues (building new when extending existing systems would work). Also detects when revised plans silently drop previously-in-scope items. Binary PASS/FAIL with severity-rated fix list and scope delta on revisions. This is not a code auditor — it gates what enters the audit pipeline. Use when this capability is needed.

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Use when visually testing Radar UI changes against a real Kubernetes cluster with Playwright screenshots.

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Delivery - CI/CD, testing, releases. Use when improving pipelines. Use when this capability is needed.

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Unified LLM API library (@mariozechner/pi-ai) for TypeScript/JavaScript that abstracts provider differences across OpenAI, Anthropic, Google, Azure, Mistral, Groq, xAI, Cerebras, Amazon Bedrock, GitHub Copilot, and OpenAI-compatible services. Use when implementing LLM integrations, building agentic workflows with tool calling, switching between AI providers, managing conversation context, handling streaming responses, implementing vision capabilities, or tracking token usage and costs. Triggers on installing/configuring pi-ai, defining tools with TypeBox schemas, implementing stream/complete calls, handling tool calls and results, cross-provider handoffs, context serialization, or any multi-provider LLM integration work. Use when this capability is needed.

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Diagnose and fix visual/theming issues in Blue95 (XFCE, Chicago95 GTK theme, icon themes, xfconf defaults) and wire fixes into the build pipeline Use when this capability is needed.

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Rust Crate + SDK CI/CD Pipeline

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Browsing GitLab documentation efficiently. Use when you need to look up GitLab features, configuration, API details, or CI/CD syntax. Use when this capability is needed.

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Investigate Azure DevOps (AZDO) pipeline build failures by fetching logs, downloading artifacts, and analyzing .binlog files to find the root cause of errors. Use this when users share an AZDO build URL, a GitHub PR URL, or ask about a failing pipeline, build errors, or CI failures. Use when this capability is needed.

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Query Kubernetes resources (pods, deployments, services, events). Use when checking cluster state and resource status. Use when this capability is needed.

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Review Specification - validates documents for completeness, quality, and consistency against the codebase. Use when checking spec quality at any pipeline stage. Use when this capability is needed.

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Extracts specific fields from YAML files efficiently using yq instead of reading entire files, saving 80-95% context. Use this skill when querying YAML files, filtering/transforming configuration data, or getting specific field(s) from large YAML files like docker-compose.yml or GitHub Actions workflows

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Parallel agents with SDLC pipeline per story Use when this capability is needed.

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Azure cloud development guidelines for ARM templates, Azure Pipelines, Kubernetes, and cloud-native services. Use when this capability is needed.

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How the atopile compiler builds and links TypeGraphs from `.ato` (ANTLR front-end → AST → TypeGraph → Linker → DeferredExecutor), plus the key invariants and test entrypoints. Use when modifying the compiler pipeline, grammar, AST visitors, or type resolution. Use when this capability is needed.

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Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and deployment. Use when this capability is needed.