Ensure all user-facing text is translatable via ngx-translate. Use when adding text to UI components, checking for hardcoded strings, or when the user asks about translations.

Terraform, Pulumi, CloudFormation, and infrastructure as code for data platforms

Infrastructure as Code with Terraform and Terragrunt. Use for creating, validating, troubleshooting, and managing Terraform configurations, modules, and state. Covers Terraform workflows, best practices, module development, state management, Terragrunt patterns, and common issue resolution.

Comprehensive guidance for IBM Mainframe (z/OS) administration, development, operations, and modernization. Covers system programming, application development, middleware configuration, database manag

Migrate old IC10 code to work with current Stationeers version. Use when user has legacy IC10 scripts that don't work due to game updates or breaking changes.

Refactor IC10 code for clarity and structure. Use when user wants to reorganize code, apply design patterns, improve naming, or make code more maintainable without changing functionality.

Test IC10 code for correctness and logic bugs. Use when user wants to verify IC10 code works through test cases or simulation analysis.

Find replacement icons for migration. Use when migrating old code that uses icons not available in the new system, or when you need to find a suitable icon from the available icon set.

Generate intelligent session IDs based on detected content source type.

idaes

IDA Pro Python scripting for reverse engineering. Use when writing IDAPython scripts, analyzing binaries, working with IDA's API for disassembly, decompilation (Hex-Rays), type systems, cross-references, functions, segments, or any IDA database manipulation. Covers ida_* modules (50+), idautils iterators, and common patterns.

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Fix TypeScript errors, get diagnostics, rename symbols, find references, organize imports. Use when user needs IDE/LSP tools for code navigation, diagnostics, and refactoring.

IDE integration tips for VS Code, JetBrains, and terminal workflows. Use when setting up Claude Code with your IDE, configuring keybindings, optimizing terminal workflows, or synchronizing file navigation. Covers extensions, split terminals, clipboard, and diff viewing.

几个我日常工作以及阅读源码必备的 IntelliJ IDEA 高级调试技巧，分分钟要起飞的节奏。

idea-consultant

Use after opportunities are defined to generate and evaluate multiple product solution concepts before validating assumptions. Triggers when you need a set of distinct solution options tied to outcomes and opportunities.

- skill_name: ideation

Structure stories around protagonists who refuse to acknowledge what they're becoming. Use when exploring self-deception, moral transformation, or the gap between self-perception and reality.

Idiomatic Go patterns review. Use when checking Go-specific idioms, interface design, or pointer usage. Ensures code follows Go conventions and best practices.

Intent-Driven Systems Engineering (IDSE) methodology for structured software development. Use when users want to: (1) Plan a new feature or project systematically, (2) Create engineering artifacts (intent, context, spec, plan, tasks), (3) Move from vague ideas to structured implementation plans, (4) Generate specifications before writing code, (5) Break work into atomic testable tasks, (6) Follow a constitutional engineering approach. Triggers: 'help me plan', 'create a spec', 'IDSE', 'intent-driven', 'write a specification', 'break this into tasks', 'implementation plan', 'what should I build first', 'structured engineering', 'plan before code'.

Extract structured data from IFC (Industry Foundation Classes) files using IfcOpenShell. Parse BIM models, extract quantities, properties, spatial relationships, and export to various formats.

Convert IFC files (2x3, 4x1, 4x3) to Excel databases using IfcExporter CLI. Extract BIM data, properties, and geometry without proprietary software.

Ignore file management for .gitignore, .dockerignore, and .specstory directories. Includes synchronization, alphabetical ordering, organization, best practices, and testing guidelines. Activate when working with .gitignore, .dockerignore, .specstory files, or managing version control and Docker build context.

GLM-4.6v image analysis subagent for game screenshot and sprite quality assessment

Generate website images with Gemini 3 Native Image Generation. Covers hero banners, service cards, infographics with legible text, and multi-turn editing. Includes Australian-specific imagery patterns. Use when stock photos don't fit, need text in images, or require consistent style across assets. Prevents 5 documented errors.

Optimizes images and generates responsive markup. Use when the user asks about image formats (WebP, AVIF), srcset, responsive images, Next.js Image, or reducing image file sizes.

Development guidelines for Quantum Skincare's Python FastAPI image processor microservice. Covers FastAPI patterns, Perfect Corp API integration, MediaPipe FaceMesh validation, correlation headers, access control (CIDR + X-Internal-Secret), error handling, Pydantic models, structured logging, mock mode, provider normalization, and testing strategies. Use when working with image-processor code, routes, validation pipeline, Perfect Corp integration, or Python/FastAPI patterns.

Generate AI images using Gemini image generation API. Use this skill when content needs images - thumbnails, social posts, blog headers, or creative visuals. Follows an iterative workflow - brainstorm concepts, select direction, generate in multiple styles, then produce via API.

Validate images against tacosdedatos illustration style guide. Use this skill when reviewing generated images, checking uploaded images for brand consistency, providing quality feedback on visual assets, or deciding if an image is ready for publication. Returns pass/fail with specific actionable feedback.

Unified shipping + TRACE self-review protocol (beads, proof, PR). Explicit-only.

impact-analysis

Analyze system-wide impact of changes before making them. Use before modifying shared utilities, changing APIs, or refactoring core functionality.

Write clear, emotionally resonant, and well-structured content that readers remember and act upon. Use when writing or editing any text—Twitter posts, articles, documentation, emails, comments, updates—for maximum clarity, engagement, and impact.

Core engineering standards for implementation. TRIGGERS - error handling, constants management, progress logging, code quality.

Implement feature with interleaved testing

ARC (Algorand Request for Comments) standards define conventions for encoding, method calls, and application specifications on Algorand. This skill covers the most essential ARCs for smart contract de

Step-by-step guide for implementing Hexagonal Architecture ports and adapters.

'Single-agent implementation: executes plans in-place without subagents. Use /implement (default) for complex features; use this for simpler tasks or when subagent overhead is unwanted.'

'Execute refactoring tasks from a task file with parallel agent orchestration'

implement-repository-pattern

Implement step definitions for Gherkin scenarios, translating Given/When/Then into executable test code. Use after write-scenario when scenarios are defined but step definitions are missing.

Implement features using Test-Driven Development (TDD). Executes red-green-refactor cycle, uses bmad-commands for file operations and testing, verifies acceptance criteria. This skill should be used when implementing new features or functionality from task specifications with test coverage.

Generates structured implementation guidance documents for technical issues, bug fixes, and feature development. Use when creating actionable implementation plans with file references, code locations, and step-by-step approaches following Obsidian markdown formatting standards.

This skill generates detailed implementation guides for coding tasks, designed to help developers implement features themselves rather than receiving completed code. The guides provide deep context, t

Executes implementation tasks using Test-Driven Development, prevents code duplication through anti-duplication checks, and maintains quality through continuous testing. Use when implementing features from tasks.md, during the /implement phase, or when the user requests TDD-based implementation. (project)

Create feature implementation plans before development. Captures requirements, acceptance criteria, non-goals, risks, and implementation complexity in structured markdown. Use when starting a new feature to ensure scope clarity and implementation guidance.

Use when you have specifications or requirements for multi-step implementation tasks requiring comprehensive documentation for handoff

Use when preparing to implement instructions by reviewing documentation and TODO.md so the actual work starts with a shared plan.