dep-graphAnalyze and visualize project dependency trees from manifest files. Supports Node.js (package.json), Python (requirements.txt, pyproject.toml), Go (go.mod),...
Install via ClawdBot CLI:
clawdbot install johnnywang2001/dep-graphGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Aug 11, 2026
New developers joining a project can quickly understand the dependency structure and identify which packages are used in production versus development. This reduces the learning curve and helps new team members get up to speed faster.
Security teams can audit project dependencies to identify outdated or vulnerable packages. The tool provides a clear tree of dependencies, making it easier to spot risky packages and plan updates.
When evaluating legacy systems, analysts can use the dependency tree to understand the complexity and size of the codebase. This helps in estimating migration or refactoring efforts.
Maintainers of open-source projects can quickly visualize dependencies to ensure they are not bloated and to attract contributors by showing a clean and maintainable dependency list.
Instructors use the dependency visualizer to teach students about different package managers (npm, pip, cargo, etc.) and how dependencies are structured. It provides a practical way to compare and contrast ecosystems.
Offer a basic version of the dependency analyzer for free, with advanced features like security vulnerability scanning, historical trending, and custom reports available as a paid subscription.
Integrate the tool into CI/CD pipelines and provide a centralized dashboard for teams to monitor dependencies across multiple projects. This can be sold as part of a broader DevOps platform.
Use the tool internally to deliver dependency assessment reports to client organizations as a service. Revenue comes from project-based consulting fees.
💬 Integration Tip
Easily integrate this script into CI/CD pipelines by calling it with the --json flag to get machine-readable output for automated checks. It also works as a pre-commit hook to review dependency changes.
Scored Aug 11, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
Plan, draft, version, and refine written content with enforced versioning and quality audits.
Use when writing tests, creating test strategies, or building automation frameworks. Invoke for unit tests, integration tests, E2E, coverage analysis, performance testing, security testing.