๐Ÿ”
AutomationKotlin

Ralph

by jpicklyk

Ralph is an Automation skill for Claude Code, published by jpicklyk in task-orchestrator.

206 stars20 forkson jpicklyk/task-orchestratorAdded 2026/09/05Repository updated 2026/08/04
ai-coding-assistantai-developmentai-harnessai-memoryai-toolsclaudeclaude-codeclaude-desktopcontext-persistencedeveloper-toolsharness-engineeringharness-frameworkmcpmcp-servermodel-context-protocoltask-managementvibe-codingworkflow-automation
Install in seconds
Install Ralph
Copy Ralph into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/jpicklyk/task-orchestrator/tree/main/claude-plugins/task-orchestrator/skills/ralph ~/.claude/skills/ralph

Requires Node.js. Downloads this skill only โ€” not the rest of the repository โ€” into your Claude Code skills folder.

Without Node.js

git clone https://github.com/jpicklyk/task-orchestrator.git

Clones the whole repository, then copy the skillโ€™s own directory into your skills folder yourself.

In this catalog

Source file
claude-plugins/task-orchestrator/skills/ralph/SKILL.md in jpicklyk/task-orchestrator
Installs to
~/.claude/skills/ralph
Collection
One of 25 skills cataloged from this repository
Category
Automation โ€” 1956 skills

What Ralph does

Ralph launches the queue drain script and emits the exact `node ralph-loop.mjs` command for a chosen filter and bounds. Use it to preview what will be processed before running the separate loop process.

Ralph is cataloged under Automation on DirSkills. Ralph comes from a repository tagged ai-coding-assistant, ai-development, ai-harness, ai-memory and ai-tools.

Documentation

README

ralph โ€” Queue Drain Launcher

This skill is a launcher for the Ralph drain script (scripts/ralph-loop.mjs in this plugin). It does not run a loop in the current session. It helps you configure the right invocation, previews what will be processed, and emits the exact command to run.

The actual loop runs as a separate Node process. Each iteration spawns a fresh claude -p in its own git worktree (via Claude Code's -w flag), claims one item from the TO queue, and works it to terminal per the item's schema. Outcome is signaled via a RALPH_OUTCOME: JSON marker that the script parses for circuit-breaker decisions.

This is the opening of the README. Read the full README on GitHub.

Commands Ralph provides

Slash commands named in this skillโ€™s SKILL.md, listed in the order they first appear.

  • /loop
  • /status-progression
  • /work-summary
  • /schema-workflow

Frequently asked about Ralph

  • What else does jpicklyk publish alongside Ralph?

    Ralph is one of 25 skills that DirSkills catalogs from jpicklyk/task-orchestrator, the repository it ships in. Its siblings there include API Compatibility Review, Adopt Project Scope and Batch Complete. Each one is a separate skill with its own page in this directory, installs the same way Ralph does, and is maintained by jpicklyk in that same repository. The rest of the collection is listed on the jpicklyk/task-orchestrator page.

  • How does Ralph compare to other Automation skills?

    Ralph ranks #1733 by stars among the 1956 Automation skills in this catalog. The most-starred ones next to it are Autonomous Loops, Autonomous Agent Harness and Automation Audit Ops. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Ralph against them. Open each page to compare what they document and how they install.

More from jpicklyk/task-orchestrator

Ralph is one of 25 skills cataloged on DirSkills from jpicklyk/task-orchestrator.

See all 25 skills โ†’
๐Ÿงช
48m ago

API Compatibility Review

API Compatibility Review assesses changes to MCP tools and REST endpoints separately for compatibility notes. Use it when a change may affect parameter schemas, response shapes, or documentation updates.
Quality
20620
๐Ÿ—‚๏ธ
48m ago

Adopt Project Scope

Adopt Project Scope migrates an existing unscoped Task Orchestrator database to project scoping in place. It creates or attaches a project root, re-parents existing work trees, and writes the root UUID to config.yaml when setting up a workspace for multiple projects.
Automation
20620
โœ…
48m ago

Batch Complete

Batch Complete closes out or cancels multiple items in a task tree. Use it to finish a feature subtree, clean up old work, or archive completed workstreams.
Automation
20620
๐Ÿ› ๏ธ
48m ago

Configure Server

Configure Server decides how the MCP Task Orchestrator container runs and is reached, including HTTP vs STDIO, REST API mode, port publishing, config mounts, and config-sync. Use it when reconfiguring the server, exposing the API, or switching endpoints.
DevOps
20620
๐Ÿ—‚๏ธ
48m ago

Create Item

Create Item turns conversation context into a tracked MCP work item. It anchors bugs, features, tech debt, and observations in the right container, infers priority, and can create single items or work trees.
AI Engineering
20620
๐Ÿ”—
48m ago

Dependency Manager

Dependency Manager visualizes, creates, and deletes BLOCKS-style dependencies between MCP work items. Use it to see what blocks an item, link items, remove edges, or diagnose why work cannot start.
Automation
20620