ralph-implement

ralph-implement is a skill for Claude Code from shawnclybor/clybor-claude-tooling. It costs 113 tokens per session (1,787 once invoked), scanned A, original, no licence file.

A code-implementation process that repeatedly runs a task list, scores the result, fixes problems, and runs it again.

In plain words
What is it for?
Use it to carry out a plan or task list through several implementation and review cycles.
Why use it?
It adds repeated checking and correction to implementation work instead of stopping after the first attempt.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it to carry out a plan or task list through several implementation and review cycles.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/shawnclybor/clybor-claude-tooling/ralph-implement
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add shawnclybor/clybor-claude-tooling --skill ralph-implement
Clone the repo
git clone --depth 1 https://github.com/shawnclybor/clybor-claude-tooling

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 ralph-implement

README.md
[![agentmods](https://agentmods.dev/badge/skills/shawnclybor/clybor-claude-tooling/ralph-implement.svg)](https://agentmods.dev/skills/shawnclybor/clybor-claude-tooling/ralph-implement)
Your own site
<a href="https://agentmods.dev/skills/shawnclybor/clybor-claude-tooling/ralph-implement"><img src="https://agentmods.dev/badge/skills/shawnclybor/clybor-claude-tooling/ralph-implement.svg" alt="Measured on agentmods" height="20"></a>
Per session 113 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,787 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 unknown 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 $0.00113 $0.01787
Opus 5 $0.00056 $0.00894
Sonnet 5 $0.00023 $0.00357
Haiku 4.5 $0.00011 $0.00179

Measured 2d ago against content hash f55f5e10ea4a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

ralph-implement 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 2d 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/skills/ralph-implement/SKILL.md · 159 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 2d ago Changed · +28 lines f55f5e10ea4a
  2. 7d ago First seen · 131 lines · 113 tokens per session scan A b05c78342d20

Subscribe to this mod's changes

ralph-implement is a skill published in the GitHub repository shawnclybor/clybor-claude-tooling (5 stars, last pushed 3d ago), with no licence file. It adds 113 tokens to every session and 1,787 once invoked, about $0.0006 per session on Opus 5. 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 2026-08-31.