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Research social discussions using public posts or authorized exports, and produce reports that link each claim to inspected evidence. Track duplicate posts, distinguish speakers, document access gaps, and audit conclusions that exceed the observed sample.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Comparing product discussions across social platforms
• Creating cited reports from supplied post exports
• Checking repost duplication and comment attribution

Build React Native mobile interfaces for iOS and Android, covering styling, screen navigation, gesture interactions, and animations. The skill guides React Navigation and Reanimated usage, responsive layouts, and performance improvements for mobile components.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Building React Native screens for iOS and Android
• Implementing screen navigation with React Navigation
• Adding touch gestures and Reanimated animations

Capture and analyze network traffic to understand custom protocols, including message boundaries and field meanings. Use the findings to document formats, investigate communication problems, and validate behavior through replay and tests with unusual inputs.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating network communication failures
• Understanding proprietary message formats
• Documenting protocol specifications

Make focused interface changes from screenshots, annotations, or visually selected elements. Helps locate the responsible component and apply small style or markup edits while preserving existing behavior, accessibility features, and surrounding design.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adjust a button identified in a screenshot
• Change only one selected card
• Apply interface fixes from visual annotations

Build and debug asynchronous Rust applications with Tokio, a runtime for scheduling work while operations wait. Apply patterns for task management, channels, error handling, cancellation, and concurrency limits when developing network services and other concurrent systems.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build asynchronous network services
• Manage tasks and channel communication
• Design error handling and cancellation

Design and implement native Android interfaces using Material Design 3 and Jetpack Compose, Android's UI toolkit. The skill covers layouts for different screen sizes, navigation, theming, accessibility, and state handling for reusable components.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build Android screens with Jetpack Compose
• Adapt layouts for phones, tablets, and foldables
• Set up dynamic colors and dark mode

Set up human approval for Claude Code actions such as PR reviews, merges, and CI changes. Configure Cedar authorization rules and signed records of allowed actions that can be checked offline with a public key.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Requiring approval before PR reviews and merges
• Gating issue actions and release publishing
• Requiring approval for CI changes and protected branch pushes

Turn identified threats and business needs into specific, testable security requirements. Define priorities, explain the rationale, and develop security user stories, acceptance criteria, and test cases linked to the risks they address.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turn threat models into security requirements
• Write security user stories and acceptance criteria
• Develop security test cases

Scan a codebase to create project documentation and project-specific agent instructions. The first run examines the whole project; later runs focus on changed files, with human confirmation required before updating agent instructions after architectural changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Create documentation when starting agent-assisted development
• Refresh project documentation after architecture changes
• Check changed code for documentation drift

Helps agents manage long tasks by checking for forgotten instructions and drifting conventions. It guides progress summaries, rule checks after context compaction, and handoff notes when work should continue in a fresh session.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Keeping rules consistent during long agent sessions
• Rechecking decisions after context compaction
• Preparing handoff notes for a fresh session

Build concurrent Go applications with goroutines, lightweight execution units, and channels for communication. Apply patterns for worker pools, cancellation, synchronization, and orderly shutdown, and investigate race conditions when concurrent operations access shared data.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Implement a worker pool for concurrent jobs
• Connect processing stages with channels
• Manage cancellation and orderly shutdown

Write and review Rust, C++, and C code with safer memory and resource management. Covers ownership, automatic cleanup tied to scope, and smart pointers to help prevent leaks, double frees, and access to freed memory.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Design safer memory management in systems code
• Review cleanup of files, sockets, and memory
• Investigate memory leaks and access to freed memory

Build and review interfaces against WCAG 2.2 accessibility guidelines. Covers keyboard navigation, screen readers that read interface content aloud, accessible forms, mobile support, and display preferences, helping identify and fix barriers to using a website or app.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Audit an interface for accessibility issues
• Add keyboard navigation and focus management
• Improve screen reader support for forms

Build consistent interface foundations with design tokens, named values for colors, spacing, and typography. Covers light and dark themes, multiple brands, reusable components, and workflows that keep design definitions aligned with application code.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Organizing shared colors, typography, and spacing
• Implementing light and dark theme switching
• Sharing interface components across multiple brands

Identify security threats in system designs using STRIDE, a method covering six threat categories. Use structured questions to review components, prioritize threats by impact, and document findings and possible safeguards.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Start a threat modeling session
• Review the security of an existing system design
• Document threats and possible safeguards

Compare competitors, pricing, and market positions to identify differentiation options. Use structured analysis and positioning maps, which compare businesses on key customer priorities, to assess market entry choices and whether competitive advantages can last.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Comparing competitors' products, prices, and sales approaches
• Mapping market positions to find unmet customer needs
• Choosing an initial target segment for market entry

Map security threats into attack trees, branching diagrams that connect an attacker’s goal to possible steps. Assess cost, time, expertise, and detection likelihood to identify defense gaps, prioritize mitigations, and explain risks to stakeholders.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Visualizing complex attack scenarios
• Identifying defense gaps and priorities
• Explaining security risks to stakeholders

Set up automated security checks that inspect source code without running the application. Configure Semgrep, SonarQube, or CodeQL, add project-specific rules, reduce false alarms, and define criteria for blocking problematic changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding automated security scans to CI/CD
• Creating security rules for project-specific code patterns
• Reducing false alarms and scan time

Match identified security threats with controls that prevent, detect, or help recover from attacks. Use the mappings to find coverage gaps, prioritize security spending, and create remediation plans with multiple layers of protection.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Prioritizing security investments
• Creating a security remediation roadmap
• Checking gaps in existing security controls

Write more reliable Bash scripts for production automation, CI/CD pipelines, and system administration. Covers input validation, error handling, structured logs, safe temporary files, dry runs to preview changes, and scripts designed for safe reruns.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Writing production automation scripts
• Improving error handling in CI/CD scripts
• Adding dry runs to deployment scripts

Learn how to check Claude Code tool calls against a policy and create digitally signed execution records. This walkthrough covers setup, offline verification, tamper demonstrations, and CI/CD integration before adopting the protect-mcp runtime plugin.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Evaluate signed audit records before adopting runtime hooks
• Demonstrate offline verification and tamper detection
• Verify agent execution records in CI/CD

Review AI-generated code for problems hidden behind successful runs. Check failure handling, resource cleanup, unusual inputs, nonexistent dependencies, and departures from project conventions to identify missing safeguards before merging or accepting the work as complete.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Audit code after an AI generation session
• Review an AI-generated pull request before merging
• Investigate brittle code that appears to work

Help agents continue work in projects using Superself. Read current goals and decisions, attach work to tracked units, record progress with supporting evidence, and preserve confirmed decisions so later sessions can resume with context.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Resume work using context from a previous session
• Track work units and evidence of progress
• Record confirmed decisions and their reasons

Build web interfaces that adapt to screen and component widths. Use CSS Grid, flexible text and spacing, and container queries, which respond to a component’s available space, to adjust layouts, images, navigation, and tables.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Building layouts that start with mobile screens
• Adapting components to their available width
• Scaling text and spacing with screen size