인프라·DevOps 스킬

Prepare an APM release by assessing changes since the last tag, choosing a version increment, cleaning the changelog, updating version files, and running CI-equivalent checks before opening a release pull request.

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• Choosing a patch or minor version from merged changes
• Turning unreleased changes into dated release notes
• Updating version files and opening a release pull request

Prepare the Apache Tika website for a release by updating changes, navigation, news, and API documentation. Follow separate workflows for 4.x and 3.x, verify the generated pages, and hand the final commit to a human.

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• Preparing website updates for a Tika release
• Updating 4.x documentation and API references
• Maintaining versioned documentation for 3.x

Check published EAS Updates from the command line using crash rates, user counts, and payload size. Compare adoption of the app's bundled version and over-the-air updates, with JSON output for automated health checks.

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• Check update health after publishing
• Compare crash rates with a previous release
• Compare bundled and over-the-air update adoption

Prepare and deploy Expo apps to iOS and Android stores or the web using EAS, Expo's build and deployment services. Covers production builds, store submissions, beta distribution, preview deployments, and automated release workflows.

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• Prepare Expo apps for iOS and Android store submission
• Distribute an iOS beta through TestFlight
• Deploy a web app and create a PR preview

Create and edit EAS workflow YAML files to automate builds and deployment for Expo projects. The skill consults current documentation and validates configuration structure, required parameters, job dependencies, and expressions against the published schema.

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• Create an EAS workflow for builds and deployment
• Edit workflow triggers and job dependencies
• Validate existing workflow YAML files

Operate Iris jobs and tasks, from submission and monitoring to debugging and recovery. The skill also guides scheduling checks, coordination between clusters, controller deployments, development GPU or TPU reservations, and investigation of stuck CoreWeave pods.

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• Monitoring Iris jobs and investigating failures
• Diagnosing scheduling delays and cross-cluster coordination
• Deploying or rolling back controllers

Investigate Finelog logs and runtime measurements for Iris tasks, training, and vLLM. Discover available fields, write time-bounded SQL, summarize resource usage, compare central and regional records, and interpret counters correctly.

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• Summarizing Iris task memory and CPU usage
• Comparing central and regional logs for forwarding delays
• Aggregating vLLM counters with reset handling

Preview pending infrastructure changes in a specified Marin Pulumi stack without applying them. Trace each change to supporting code and merged pull requests when deployment history provides a reliable Git baseline.

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• Checking pending infrastructure changes before deployment
• Finding pull requests that explain resource changes
• Investigating differences without a matching code change

Turn a specified GCP access request into a reviewable Pulumi change and pull request. Select the narrowest suitable role and encrypt personal email identities, covering resource permissions and Cloud Run viewer access through IAP, an access gateway.

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• Prepare a request for GCS bucket read access
• Add a viewer to a Cloud Run service protected by IAP
• Prepare service account impersonation permissions

Check a new internal Marin developer’s local environment and access to development services. Distinguish setup problems from missing permissions, repair authorized local issues, and provide a checklist of verified capabilities and remaining access requests.

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• Setting up a new Marin developer
• Validating a completed development setup
• Diagnosing missing service access

Manage files in GCS, CoreWeave S3, R2, and local storage through Marin's fsutil command-line tool. List, inspect, copy, move, or synchronize data using bucket connections defined in the checkout's configuration.

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• Listing and reading files in cloud storage
• Copying or synchronizing cloud and local data
• Finding files and checking sizes or hashes

Automatically send Claude Code conversations and tool calls to Braintrust. View nested activity records that connect each session, conversation exchange, and operation, including file reads, edits, and terminal commands, to inspect how coding work unfolded.

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• Review the flow of a Claude Code session
• Inspect tool calls alongside conversation exchanges
• Set up automatic session logging in Braintrust

Display a session dashboard showing Claude token usage, API costs, estimated savings from TLDR file summaries, cache reuse, and hook activity. Use it to compare compression results and check whether TLDR and automated hooks are running.

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• Checking session token usage and API costs
• Comparing file sizes and estimated costs with and without TLDR
• Checking whether TLDR and hooks are running

Prepare software releases through security checks, end-to-end tests that cover the full system, and final review. After approval, coordinate version updates, a changelog, and release notes, with blocking issues stopping the workflow.

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• Preparing a software release
• Checking readiness before production deployment
• Documenting breaking changes and migration steps

Audit Claude Code skills, agents, hooks, and a database-backed memory system. It reports configuration problems and broken references by severity, and offers an optional fix mode for permissions, hook builds, and missing cache directories.

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• Auditing a Claude Code environment
• Finding missing configuration and broken references
• Checking the memory database connection

Inspect Claude Code execution traces in Braintrust, including tool calls and token usage. The guide explains event hooks, troubleshooting missing records, and matching separate parent and sub-agent traces using timestamps and metadata.

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• Investigating missing execution traces
• Reviewing tool calls and token usage
• Matching parent and sub-agent execution records

Update pnpm locally and align package.json with GitHub Actions settings. Check the published package and CI installation paths first, then record package integrity and pin the setup action to a specific commit.

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• Updating pnpm across local development and CI
• Checking installation paths before an upgrade
• Refreshing GitHub Actions commit pins

Prepare and release a game on Steam using Steamworks and SteamPipe. Configure store pages and downloadable files, check upload scripts, upload builds, test beta branches, and follow the review and manual release steps.

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• Preparing a Steam store page and release checklist
• Checking build scripts and upload file mappings
• Uploading builds and testing beta branches

Publish and update games on itch.io by creating a project page and uploading builds with butler, its command-line tool. Organize platform-specific channels, assign version numbers, preview changes, and upload only changed files during updates.

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• Publishing a game jam entry or demo
• Uploading separate Windows, macOS, and Linux builds
• Making an HTML5 game playable in the browser

Turn an Unreal Engine 5 project into a runnable build for testing or release. Configure the starting map, choose Development or Shipping, convert assets for the target platform, and package through the editor or RunUAT BuildCookRun.

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• Create a standalone build for testing or release
• Fix missing maps or a black screen at launch
• Configure which maps and assets to include

Configure and automate distributable game builds in Unity 6.3 LTS. Select scenes and platforms, choose Mono or IL2CPP for running scripts, reduce build size, and use build reports to detect failures in automated builds.

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• Configuring scenes and target platforms for release
• Choosing between Mono and IL2CPP
• Reducing build size while preserving required code

Set up and troubleshoot GitHub Actions workflows that publish Tutti apps. Covers release packaging, versioning, hosted release metadata, and catalog updates, including repairs when a published app does not appear in App Center.

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• Set up a Tutti app release workflow
• Repair missing apps in App Center
• Separate staging and production releases

Review service incidents and reliability targets using metrics and incident records. The skill separates supported findings, assumptions, missing evidence, and remediation follow-ups, helping teams identify what still needs verification before declaring an incident or fix complete.

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• Reviewing an incident postmortem
• Checking service reliability targets
• Reviewing error budget usage

Inspect an agent workspace to inventory skills, prompts, plugins, tools, and configuration. Produce a prioritized gap and risk assessment based on observed evidence, with recommendations for the next workflow, while keeping files and settings unchanged.

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• Taking inventory of skills and prompts
• Checking plugin, MCP, and hook configuration
• Prioritizing missing, duplicate, or outdated capabilities