advanced-dispatcher-skillRoute mid-session work to the right spawned model without changing the fixed main session. Use for coding, architecture, math, algorithms, web development, b...
Install via ClawdBot CLI:
clawdbot install omaression/advanced-dispatcher-skillGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 22, 2026
An agency handling diverse client projects from web apps to complex algorithms. The dispatcher routes coding tasks to GPT-5.4 for architecture, math work to GLM-5, and uses build pipelines for automated, tested feature delivery, ensuring minimal diffs and PR readiness.
A team conducting long-context research and algorithm development. The dispatcher routes research to Kimi-K2.5 for deep analysis, math tasks to GLM-5, and uses tradeoff protocols to evaluate model approaches, with Claude only for explicit comparisons when forced.
A startup building a web-based product with rapid iterations. The dispatcher handles web dev brainstorming with Minimax-M2.5, quick scripts with GPT-5.3-Codex-Spark, and enforces build pipelines for atomic, tested features using trunk-based development to maintain code quality.
A platform generating coding exercises and solutions. The dispatcher routes algorithm design to GLM-5, formatting tasks to GPT-5.3-Codex-Spark, and uses buildq: for quick, tested script generation, ensuring outputs are simplified and ready for student use.
A firm advising on large-scale system designs. The dispatcher routes architecture work to GPT-5.4, uses tradeoff protocols to compare approaches with judge output, and applies buildx: for strict, risk-assessed implementation plans with detailed review checklists.
Offer the dispatcher as a cloud-based API service for teams to route AI tasks efficiently. Revenue comes from tiered subscriptions based on usage volume, model access, and pipeline features, with premium plans for advanced build and tradeoff capabilities.
Sell on-premise or custom-integrated licenses to large organizations needing deterministic routing and compliance. Revenue is generated through one-time license fees plus annual support contracts, with add-ons for specialized domains like math or research.
Provide a free open-source version for individual developers, with paid upgrades for teams. Revenue comes from premium features like advanced build pipelines, tradeoff protocols, and priority support, targeting small to mid-sized tech companies.
💬 Integration Tip
Integrate via dispatcher.py for deterministic routing; ensure validation tests pass and cache settings align with model retention rules to avoid performance issues.
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.