Decide when raster tiling is needed and how to structure GDAL-based pipelines.

Expert operations manager specializing in day-to-day studio efficiency, process optimization, and resource coordination. Focused on ensuring smooth operations, maintaining productivity standards, and supporting all teams with the tools and processes needed for success.

End-to-end audit workflow for evaluating the safety of open-source

INVOKE THIS SKILL as the primary orchestrator. Routes tasks to specialized agents and coordinates complex workflows.

Analyze a codebase for improvements across multiple dimensions — test coverage gaps, documentation quality, performance, API ergonomics, correctness. Use when the user wants to find what's missing or could be better in their project.

Ralph-orchestrator is an autonomous coding loop that coordinates specialized AI agents ("hats") to implement features from specifications.

Elixir troubleshooting, debugging, and problem investigation

> Confirmation dialogs — destructive action writing, consequence clarity, and specific button labels that make irreversibility unmistakable

> Separate data-fetching containers from stateless presentational components

> HTTP STATUS CODES ARE THE RESPONSE CONTRACT BETWEEN SERVER AND CLIENT — CORRECT CODE SELECTION ENABLES ERROR HANDLING, RETRY LOGIC, AND MONITORING WITHOUT PARSING RESPONSE BODIES. MISUSING STATUS CO

Verifies game logic through unit tests and automated gameplay simulations.

Workflow for evaluating and refining agent debugging capabilities using designated test cases and Swarm principles. Use when evaluating subagent performance or creating benchmarks. Do not use for regular bug fixing.

Define RPO/RTO, implement PITR/Snapshots, and test restores.

Reference for every RVST CLI mode and test-harness command. Use whenever you need to validate layout, drive a user interaction, or investigate a render bug without a visible window.

Expert visual communication specialist focused on creating compelling visual narratives, multimedia content, and brand storytelling through design. Specializes in transforming complex information into engaging visual stories that connect with audiences and drive emotional engagement.

> Manage Drizzle schema evolution with drizzle-kit generate/push/migrate and introspect

INVOKE THIS SKILL when: (1) Writing new code, (2) Refactoring, (3) Debugging, (4) Writing tests. Triggers: 'write code', 'implement', 'fix bug', 'refactor', 'add tests'.

Expert in macOS app development using AppKit, SwiftUI for Mac, and XPC. Specializes in system extensions, menu bar apps, and deep OS integration.

Expert knowledge for Go development in Pennybot. Includes Bazel workflow, nogo linting, gazelle commands, and naming conventions. Use when writing, testing, or building Go code.

Build and troubleshoot lazygit customCommands in config.yml. Use for prompt-driven commands, context-specific keybindings, commandMenus, template-based construction, and conventional-commit style workflows.

Single-pass Aider Web Bridge，use tmux + Claude Web automation to run /copy-context once, send once, /paste once.

>

Implement a quest from its spec without changing the spec. Use when a quest is in implementation and the user wants the spec executed fully, with decisions recorded in decisions.md.

Expert API testing specialist focused on comprehensive API validation, performance testing, and quality assurance across all systems and third-party integrations

HTTP client and API testing tool. Use when making HTTP requests, testing REST APIs, debugging endpoints, or when user mentions 'HTTP', 'REST', 'API', 'endpoint', 'GET', 'POST', 'curl', 'requests', 'status code', 'header', 'JSON API'. Supports GET/POST/PUT/DELETE/PATCH methods, custom headers, query parameters, request body handling, response analysis, and error handling.

Use when bootstrapping vibe-validate in a new repo, adjusting the config, or diagnosing setup. Covers vv init, vv doctor, vv config, templates, heterogeneous-language setup, generate-workflow, and dependency-lock-check.

Use the Linear MCP from the scaffolded Linear link to align implementation with issues/projects, suggest card updates, and keep Linear documentation in sync.

Programmatic hunk selection for jj (Jujutsu). Use when splitting commits, making partial commits, or selectively squashing changes without interactive UI.

Produces implementation plans where tests are the primary unit of progress. Use when the user asks for a TDD plan, a test-first implementation strategy, or a phased plan that defines the RED steps before the implementation details.

Integrates Firebase In-App Messaging into Flutter apps. Use when setting up in-app messaging, triggering or suppressing messages, managing user privacy and opt-in data collection, or testing campaigns.

Help the user turn vague guardrail ideas into a concrete project-level hook policy.

Use when integrating or maintaining applications built with keep-starknet-strange/starkzap. Covers StarkSDK setup, onboarding (Signer/Privy/Cartridge), wallet lifecycle, sponsored transactions, ERC20 transfers, staking flows, tx builder batching, examples, tests, and generated presets.

Autonomous long-running iteration for Codex CLI. Use when the user wants Codex to plan or run an unattended improve-verify loop toward a measurable or verifiable outcome, especially for overnight runs; it also covers repeated debugging, fixing, security auditing, and ship-readiness workflows. Do not use for ordinary one-shot coding help or casual Q&A.

Полное руководство по локальной разработке, конфигурации и деплою MultiCurrencyWallet.

Use twitter-cli for ALL Twitter/X operations — reading tweets, posting, replying, quoting, liking, retweeting, following, searching, user lookups. Invoke whenever user requests any Twitter interaction.

Doodlestein Self-Releaser - Fallback release infrastructure for building and releasing tools locally when GitHub Actions is throttled. Cross-platform builds via SSH, supply chain security (SLSA/SBOM/signing), quality gates, and offline capability.

Scan WiFi networks to detect hidden cameras and surveillance devices in rental accommodations (Airbnb, Booking, VRBO, etc.). Use when: user wants to check for hidden cameras, scan for surveillance devices, verify rental camera policy compliance, or run a privacy audit of a rental property. TRIGGER on: 'scan for cameras', 'hidden camera', 'surveillance scan', 'privacy scan', 'privacy check rental', 'check for spy devices', 'scan wifi cameras', 'privacy scanner'. DO NOT TRIGGER on: general network troubleshooting, WiFi speed tests, or unrelated security audits.

gstackplusplus

antidev

Base URL: `{base}`

Team composition guide for codex-bridge. Reference when using TeamCreate with mixed Codex/Claude workers.

Propose–Act protocol to compare an EARS specification against the codebase, produce Phase 1 gaps, Phase 2 impact analysis, and Phase 3 remediation plan.

Test runner profiles and VM sandbox on metal hosts using dev-runner.sh (deploy-local, submit, exec)

Use when constructing or transforming datasets for training - guides TDD-first workflow to validate data processing logic on small-scale data before running full-scale

Dawn theme architecture, metafields, Liquid templates, and e-commerce logic for Shopify stores. Use for metafield schemas, product variants, Liquid snippets, FileFlare downloads, Locksmith gating, DigitalOcean Spaces presigned URLs, subscription entitlements, and card component design. Triggers include Shopify, Liquid, metafields, Dawn theme, product split, gating, FileFlare, presigned URL, subscription logic, CTA buttons, color tokens, card components. Outputs JSON schemas, minimal-working Liquid with inline comments, and CSV-ready tables.

Read, extract, create, and edit BSA/BA2 archives. Use when the user wants to package mod assets, extract files from existing mods, inspect archive contents, or modify archives (add/remove/replace files).

Operations - deployment pipeline, CI/CD, git workflow, dependency management, code formatting, Vite build, and cross-package migrations. Use for deploying, CI configuration, git operations, branch strategy, dependency upgrades, formatting, build tooling, and release management.

Understand code execution paths, method call chains, and data flow in decompiled Android applications using JADX-AI-MCP tools.

Setup and configure oh-my-claudecode (the ONLY command you need to learn)

Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.