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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.

中文简介正在准备中。当前显示英语简介。

  • Comparing product discussions across social platforms
  • Creating cited reports from supplied post exports
  • Checking repost duplication and comment attribution
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Start a threat modeling session
  • Review the security of an existing system design
  • Document threats and possible safeguards
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Writing production automation scripts
  • Improving error handling in CI/CD scripts
  • Adding dry runs to deployment scripts
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Visualizing complex attack scenarios
  • Identifying defense gaps and priorities
  • Explaining security risks to stakeholders
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Building layouts that start with mobile screens
  • Adapting components to their available width
  • Scaling text and spacing with screen size
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Turn threat models into security requirements
  • Write security user stories and acceptance criteria
  • Develop security test cases
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Adjust a button identified in a screenshot
  • Change only one selected card
  • Apply interface fixes from visual annotations
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Requiring approval before PR reviews and merges
  • Gating issue actions and release publishing
  • Requiring approval for CI changes and protected branch pushes
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Prioritizing security investments
  • Creating a security remediation roadmap
  • Checking gaps in existing security controls
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Comparing competitors' products, prices, and sales approaches
  • Mapping market positions to find unmet customer needs
  • Choosing an initial target segment for market entry
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Build Android screens with Jetpack Compose
  • Adapt layouts for phones, tablets, and foldables
  • Set up dynamic colors and dark mode
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Build a reusable UI component library
  • Standardize component options across a design system
  • Refactor complex existing components
wshobson/agents4.1万2026年10月19日 更新

scan

免费

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.

中文简介正在准备中。当前显示英语简介。

  • Create documentation when starting agent-assisted development
  • Refresh project documentation after architecture changes
  • Check changed code for documentation drift
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Adding automated security scans to CI/CD
  • Creating security rules for project-specific code patterns
  • Reducing false alarms and scan time
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Build asynchronous network services
  • Manage tasks and channel communication
  • Design error handling and cancellation
wshobson/agents4.1万2026年10月19日 更新

Estimate a venture’s market size using industry reports, customer counts and pricing, or willingness to pay. Organize results into total, serviceable, and realistically obtainable revenue opportunities to support business planning and investor presentations.

中文简介正在准备中。当前显示英语简介。

  • Estimating the market size for a new venture
  • Assessing revenue potential for a customer segment
  • Preparing market analysis for an investor pitch
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Audit an interface for accessibility issues
  • Add keyboard navigation and focus management
  • Improve screen reader support for forms
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Investigating network communication failures
  • Understanding proprietary message formats
  • Documenting protocol specifications
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Audit code after an AI generation session
  • Review an AI-generated pull request before merging
  • Investigate brittle code that appears to work
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Implement a worker pool for concurrent jobs
  • Connect processing stages with channels
  • Manage cancellation and orderly shutdown
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Define design tokens for a new project
  • Create typography and spacing guidelines
  • Review color contrast and visual consistency
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Reviewing existing shell scripts for common issues
  • Adding shell script checks to CI/CD
  • Configuring checks for the intended shell
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Adding hover and click feedback to buttons
  • Showing loading placeholders and progress indicators
  • Creating transitions for pages and interface components
wshobson/agents4.1万2026年10月19日 更新

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.

中文简介正在准备中。当前显示英语简介。

  • Keeping rules consistent during long agent sessions
  • Rechecking decisions after context compaction
  • Preparing handoff notes for a fresh session
wshobson/agents4.1万2026年10月19日 更新