codesceneCodeScene integration. Manage Projects. Use when the user wants to interact with CodeScene data.
Install via ClawdBot CLI:
clawdbot install membranedev/codesceneGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://getmembrane.comAudited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
Software architects use CodeScene to analyze codebases for technical debt hotspots, enabling them to prioritize refactoring efforts. By identifying complex files with high change frequency, they can allocate resources effectively to reduce maintenance costs and improve system stability.
Development managers leverage CodeScene to monitor social patterns and team contributions, helping them optimize workflows and identify bottlenecks. This analysis supports decisions on team restructuring, training needs, and project assignments to enhance productivity.
CTOs utilize CodeScene to gain insights into overall code health and risk areas across projects, aiding in strategic planning and compliance with quality standards. This helps in making informed decisions about technology investments and mitigating long-term risks.
New developers use CodeScene's knowledge map and file summaries to quickly understand codebase structure and key contributors, accelerating onboarding. This reduces ramp-up time and improves collaboration within the team.
Teams employ CodeScene's delta analyses to evaluate the impact of pull requests or merge requests on code quality and technical debt. This ensures that changes are reviewed with data-driven insights, maintaining high standards before integration.
CodeScene operates on a subscription-based model, offering tiered plans (including a free tier) for organizations of different sizes. Revenue is generated through monthly or annual fees, with pricing scaling based on features like analysis depth and number of projects.
For larger organizations, CodeScene provides enterprise licenses with custom pricing, advanced support, and on-premises deployment options. This model caters to clients with strict security requirements or high-volume analysis needs, driving higher revenue per customer.
CodeScene offers consulting services to help clients implement and optimize the platform, including training, custom analysis setups, and integration with existing development tools. This adds value beyond the core product, generating additional revenue streams.
💬 Integration Tip
Use Membrane CLI for seamless authentication and proxy requests to handle API calls efficiently, reducing manual setup overhead.
Scored Apr 19, 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.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
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.