local-coding-orchestratorUse OpenClaw as a supervisor-driven orchestration scaffold for local coding CLIs such as Codex, Claude Code, and OpenCode. Supports task records, lifecycle t...
Install via ClawdBot CLI:
clawdbot install lijiejoy/local-coding-orchestratorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://json-schema.org/draft/2020-12/schemaAudited Apr 18, 2026 · audit v1.0
Generated Mar 21, 2026
A software development team uses the orchestrator to automatically assign code reviews across different AI coding assistants. It routes new feature implementations to Codex for initial coding, then passes the output to Claude for detailed review and suggestions, ensuring thorough quality checks without manual intervention.
An enterprise IT department employs the orchestrator to manage the migration of legacy codebases to modern frameworks. It delegates refactoring tasks to OpenCode, uses Claude for planning and validation, and retries failed sections with Codex, tracking progress through structured task files to prevent errors.
A coding bootcamp instructor sets up the orchestrator to guide students through complex projects. It assigns implementation phases to different AI tools based on student skill levels, coordinates review loops between peers and AI reviewers, and monitors task completion to provide personalized feedback.
An open-source community uses the orchestrator to streamline contributions from multiple developers. It intakes pull request tasks, routes coding to appropriate AI workers based on codebase familiarity, enforces review cycles with separate reviewer agents, and ensures all changes meet project standards before merging.
A startup team leverages the orchestrator to rapidly prototype software products. It breaks down product requirements into tasks, assigns implementation to Codex or Claude based on complexity, coordinates iterative reviews with OpenCode, and tracks progress through lifecycle states to meet tight deadlines.
Offer the orchestrator as a cloud-based service where teams subscribe to automate their coding workflows. It provides dashboards for task monitoring, integrates with popular version control systems, and charges per task or on a monthly subscription basis, targeting mid-sized tech companies.
Sell customized on-premise versions of the orchestrator to large enterprises with strict data security needs. This includes dedicated support, training, and integration with existing DevOps tools, generating revenue through upfront licensing fees and annual maintenance contracts.
Provide a free, open-source version of the orchestrator for individual use, with premium features like advanced analytics, priority support, and additional AI tool integrations available for a fee. This model builds a community and converts active users into paying customers over time.
💬 Integration Tip
Ensure local CLI tools like Codex, Claude, and OpenCode are properly installed and configured with API access before deploying the orchestrator to avoid runtime failures.
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.