llmlb: Command for Claude Code

.claude/commands/help.md

help is a command for Claude Code from akiojin/llmlb. It costs 0 tokens per session (371 once invoked), scanned A, original, MIT.

A help command that explains the Ralph Wiggum technique, an execution pattern where a coding agent continues through tasks without asking for approval after each step. It also lists the commands for starting or stopping that loop.

In plain words
What is it for?
Use it to learn the autonomous workflow and its related commands before running it.
Why use it?
It helps users understand what the autonomous loop does and how to control it. It removes uncertainty about available commands such as starting, cancelling, and viewing help.

Command for Claude Code

Written for Claude Code: installed under .claude/. Also seen: mentions Claude Code.

This is akiojin/llmlb's own configuration. It tells Claude Code how to work on llmlb itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything llmlb configures →

Reuse

Borrowing it

Nothing to install: this file belongs to akiojin/llmlb. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/akiojin/llmlb/develop/.claude/commands/help.md
Clone the repo
git clone --depth 1 https://github.com/akiojin/llmlb

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for help

README.md
[![agentmods](https://agentmods.dev/badge/commands/akiojin/llmlb/help/github.svg)](https://agentmods.dev/commands/akiojin/llmlb/help)
Your own site
<a href="https://agentmods.dev/commands/akiojin/llmlb/help"><img src="https://agentmods.dev/badge/commands/akiojin/llmlb/help/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for help

Your own site · 80×15
<a href="https://agentmods.dev/commands/akiojin/llmlb/help"><img src="https://agentmods.dev/badge/commands/akiojin/llmlb/help.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 371 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.00371
Opus 5.5 $0.00000 $0.00148
Sonnet 5.5 $0.00000 $0.00074
Haiku 4.5 $0.00000 $0.00037

Measured 8d ago against content hash 437052dde09a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

help scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/commands/help.md · 51 lines

What it actually says

Ralph Wiggum Help

Explain Ralph Wiggum technique and available commands (project)

The Ralph Wiggum Technique

The "Ralph Wiggum technique" is an autonomous execution pattern for Claude Code that enables continuous task execution without requiring user confirmation between steps.

Philosophy

Named after the Simpsons character known for his unexpected actions, this technique allows Claude to work autonomously by:

  1. Self-driving execution: Once started, Claude continues working without asking "Should I proceed?"
  2. Automatic continuation: After completing each task, immediately start the next one
  3. Intelligent error handling: Attempt to fix issues rather than stopping to ask for help
  4. Progress transparency: Keep todo lists and status updated for visibility

Available Commands

Command Description
/ralph-loop <task> Start autonomous execution loop with the given task
/cancel-ralph Stop the autonomous loop and return to interactive mode
/help Display this help information

Usage Examples

/ralph-loop SPEC-12345678の実装を進めて
/ralph-loop Fix all failing tests in the project
/ralph-loop Implement the user authentication feature

When to Use

  • Large implementation tasks with many steps
  • Spec-driven development with clear requirements
  • Tasks where the path forward is well-defined
  • When you want hands-off execution

When NOT to Use

  • Exploratory or research tasks requiring human judgment
  • Tasks with ambiguous requirements
  • Situations requiring frequent user input or decisions
  • When you need to review each step carefully

Safety

The loop can be cancelled at any time using /cancel-ralph or by interrupting Claude's response.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 51 lines · 0 tokens per session scan A 437052dde09a

Subscribe to this mod's changes

help is a command published in the GitHub repository akiojin/llmlb (10 stars, last pushed 2d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 371 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-21.