socratesUse when an agent is about to plan, choose an approach, do non-trivial coding, refactor, decompose work, or delegate and the quality of execution depends on...
Install via ClawdBot CLI:
clawdbot install Hongyi3/socratesGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 22, 2026
A development team needs to plan a new feature with multiple implementation options and potential risks. The Socrates skill helps clarify requirements, surface assumptions, and choose the best approach before coding, reducing rework.
A project manager is delegating tasks to sub-teams for a complex project with unclear boundaries. Using Socrates ensures each team defines goals, constraints, and risks upfront, improving coordination and execution quality.
A financial institution is refactoring a legacy system with a high blast radius. Socrates aids in identifying unknowns, pressure-testing risks, and selecting a safe approach to minimize disruption and errors.
A product team faces a critical architecture choice between microservices and monolith for a new application. Socrates facilitates a self-Q&A to evaluate tradeoffs, surface assumptions, and define the next action clearly.
A healthcare provider is integrating data from multiple sources with strict compliance requirements. Socrates helps clarify constraints, identify risks, and plan a step-by-step approach to ensure regulatory adherence and data accuracy.
Offering Socrates as a premium feature in a project management or development tool. It enhances decision-making for teams, reducing project delays and increasing customer satisfaction through better execution.
Providing Socrates-based workshops or coaching to organizations for improving planning and delegation processes. It helps clients avoid costly mistakes and optimize resource allocation in complex projects.
Licensing the Socrates skill to AI agent developers for integration into their systems. It adds value by enabling more reliable autonomous decision-making in coding, planning, and delegation tasks.
💬 Integration Tip
Integrate Socrates early in workflow pipelines to catch assumptions before execution; use it selectively for non-trivial tasks to maintain efficiency without overcomplicating simple actions.
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.