wshobson

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

Plan startup hiring from pre-seed through Series A. Organize roles, reporting lines, salaries, and equity compensation, then estimate staffing costs and hiring timelines around revenue goals, funding milestones, and budget limits.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Prioritizing the next startup hires
• Budgeting staffing costs, including benefits and overhead
• Planning salary and equity ranges

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

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

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

Design reusable interface components in React, Vue, and Svelte. Organize how components fit together, define clear configuration options, and choose styling approaches while addressing accessibility, responsive layouts, and maintenance across component libraries or design systems.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build a reusable UI component library
• Standardize component options across a design system
• Refactor complex existing components

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

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

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

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 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

Create automated shell script tests with Bats, a Bash testing tool. Check exit codes, output, and failure cases, organize reusable test helpers and data, and run checks across shells or in CI/CD pipelines.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Add automated tests to shell scripts
• Check invalid input and missing file errors
• Test behavior in bash, sh, and dash

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

Choose and track startup metrics suited to the business model and funding stage. Calculate customer acquisition cost, customer lifetime value, retention, and cash usage, then organize trends and targets for operational reviews and investor reporting.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choose core metrics for a startup's stage and business model
• Calculate customer acquisition cost and lifetime value
• Review retention, growth efficiency, and cash usage

Set up ShellCheck to inspect shell scripts without running them. Understand warnings, configure checks for the intended shell, document exceptions, and integrate analysis into CI, editors, or checks that run before commits.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing existing shell scripts for common issues
• Adding shell script checks to CI/CD
• Configuring checks for the intended shell

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

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

Build three- to five-year financial projections for early-stage startups, linking revenue, expenses, hiring, and cash balances. Compare conservative, base, and optimistic scenarios, estimate how long cash will last, and model fundraising amounts and ownership dilution.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build three- to five-year financial projections
• Estimate monthly cash use and remaining operating time
• Compare conservative, base, and optimistic scenarios

Design and implement interface responses such as button feedback, loading indicators, page transitions, and swipe gestures. Use motion to communicate actions and state changes, with guidance on timing, performance, and support for people who prefer reduced animation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding hover and click feedback to buttons
• Showing loading placeholders and progress indicators
• Creating transitions for pages and interface components

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

Design and implement native iPhone and iPad interfaces with SwiftUI using Apple's design guidelines. Covers screen navigation, flexible layouts, system icons, accessibility, adjustable text sizes, and colors that adapt to light and dark modes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Designing iOS screens using Apple's guidelines
• Building layouts for both iPhone and iPad
• Implementing tabs and screen navigation

Establish consistent typography, colors, spacing, and icons for interface design. Define design tokens, reusable values for visual styles, and apply guidance on contrast, responsive text, and dark mode to improve readability and visual consistency.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Define design tokens for a new project
• Create typography and spacing guidelines
• Review color contrast and visual consistency

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

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