A unified dispatch skill for coordinating multiple AI coding agents and IDEs while safely managing project structures, Git diffs, and EF Core migrations.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install goto-codedev-manager
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install goto-codedev-manager using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is goto-codedev-manager?
The goto-codedev-manager is a unified control plane designed to manage and orchestrate multiple AI programming agents and IDE environments. It acts as an integration layer for popular development tools such as Codex, Claude Code, QoerCN (Lingma), Trae, VS Code, Cursor, and Qoder. By standardizing commands and workflows, this module allows developers using Openclaw Skills to assign tasks across different agents without vendor lock-in.
At its core, the skill focuses on workspace analysis, development synchronization, and entity detection. It parses the current project structure, tracks changes via Git diffs, and supports Entity Framework Core (EF Core) migration handling. Crucially, the system separates concerns by keeping production databases decoupled, ensuring all modifications are applied locally or written to a database handover document before orchestrating further DevOps deployment steps.
goto-codedev-manager Use Cases
- Dispatching programming tasks to specific AI agents like Claude Code or Codex depending on task requirements.
- Analyzing local repository changes through Git diffing to understand codebase progress regardless of which agent performed the modification.
- Identifying newly added or modified EF Core entities to automatically draft database migration schemes.
- Generating safe database change handoff documents (Schema Contracts) for hand-off to orchestrator pipelines.
- Running dotnet build and test routines locally to verify code changes before committing and pushing.
How goto-codedev-manager Works
- Workspace Scanning: The skill reads the active project workspace configuration, identifying the tech stack (e.g., .NET / EF Core) and existing Git branch metadata.
- Agent Dispatch: Based on developer instructions, the dispatcher assigns coding tasks to the designated AI programming agent (such as Codex, Cursor, or Trae) using standard CLI controllers.
- Analysis and Tracking: Once the agent updates the code, the manager runs file structure and Git Diff evaluations to assess structural changes.
- Schema Detection: For database-backed projects, the system scans for modified entities and evaluates if database migrations are necessary.
- Local Verification: The tool runs local tests and builds to verify codebase health.
- Safe Execution and Export: Local migrations are generated and applied to the test database upon user confirmation, exporting a structured schema contract to avoid direct production database updates.
goto-codedev-manager Setup
Installation
Add the skill to your repository using your preferred package manager or direct directory placement within your Openclaw Skills workspace setup. The system installs standard dependencies automatically upon initialization:
pip install -r requirements.txt
Configuration
Create and update the configuration files under the config/ directory:
config/workspaces.yaml: Defines workspace directories and tech stack pathways.config/adapters.yaml: Maps CLI execution commands for various AI agents (e.g., Codex, Claude Code, Cursor).
Define environment variables in your .env file if required.
goto-codedev-manager Data Schema & Taxonomy
The skill manages workspace workflows and registers changes systematically. Key configurations and output artifacts include:
| Path / File | Type | Description |
|---|---|---|
config/workspaces.yaml |
Configuration | Defines workspace pathways and local environment contexts |
config/adapters.yaml |
Configuration | Registers custom execution paths and priorities for coding agents |
.db-contract/ |
Directory | Stores schema contracts and database handoff specifications generated during the workflow |
core/dispatcher.py |
Executable | The entry point initiating agent coordination and system tasks |
Permission Matrix
Actions are restricted according to three strict permission tiers:
- Read-Only (Auto-run): Code reading, git diff analysis, migration draft generation, running builds/tests.
- Write Operations (Requires Confirmation): Assigning tasks, creating EF Core migrations, applying updates to local/test databases, committing code.
- Forbidden Actions (Instantly Blocked): Production database updates, force pushing, resetting git state with
--hard, dropping migrations history, deleting branches.
goto-codedev-manager Advanced Features
- Multi-Agent Interoperability: Orchestrate operations across a variety of AI tools like Claude Code, Trae, Cursor, and Qoder on a single shared codebase workspace.
- Safe-Guard Security Layer: Programmatic blockades on destructive Git commands and direct production database execution to maintain development stability.
- Automated DB-Contract Generation: Auto-creates formal schema handoff files for seamless integration with downstream deployment tooling.
- Smart Adapter Fallbacks: Graceful fallback routing to default generic CLI environments when specialized AI agents are unavailable.
SKILL.md
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