rpi

rpi is a skill for Claude Code, Codex from chris-hendrix/ai-hub. It costs 88 tokens per session (410 once invoked), scanned A, original, no licence file.

A workflow for turning an idea into a plan, checking the plan, implementing it and handing the work to another session when needed.

In plain words
What is it for?
It is for brainstorming, planning, evaluating designs or files, implementing plans, documenting handoffs and reviewing plans through detailed questions.
Why use it?
It keeps thinking, review and implementation connected, so important decisions and unfinished work are not lost.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit It is for brainstorming, planning, evaluating designs or files, implementing plans, documenting handoffs and reviewing plans through detailed questions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/chris-hendrix/ai-hub/rpi
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 chris-hendrix/ai-hub --skill rpi
Clone the repo
git clone --depth 1 https://github.com/chris-hendrix/ai-hub

Made for: Claude Code, Codex.

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 rpi

README.md
[![agentmods](https://agentmods.dev/badge/skills/chris-hendrix/ai-hub/rpi/github.svg)](https://agentmods.dev/skills/chris-hendrix/ai-hub/rpi)
Your own site
<a href="https://agentmods.dev/skills/chris-hendrix/ai-hub/rpi"><img src="https://agentmods.dev/badge/skills/chris-hendrix/ai-hub/rpi/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 rpi

Your own site · 80×15
<a href="https://agentmods.dev/skills/chris-hendrix/ai-hub/rpi"><img src="https://agentmods.dev/badge/skills/chris-hendrix/ai-hub/rpi.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 88 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 410 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 $0.00088 $0.00410
Opus 5 $0.00044 $0.00205
Sonnet 5 $0.00018 $0.00082
Haiku 4.5 $0.00009 $0.00041

Measured 2d ago against content hash db4762a31bb1, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

rpi 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.

skills/rpi/SKILL.md · 20 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

Files

What ships with it

9 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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 · -57 lines · +2 tokens per session db4762a31bb1
  2. 8d ago First seen · 77 lines · 86 tokens per session scan A 67583584f641

Subscribe to this mod's changes

rpi is a skill published in the GitHub repository chris-hendrix/ai-hub (2 stars, last pushed yesterday), with no licence file. It adds 88 tokens to every session and 410 once invoked, about $0.0004 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.

Related

Other skills, from other repositories

copy

Clipboard helper for macOS, Linux and Windows. Two modes — (a) proactive: when your next response includes text the user will need to paste somewhere external (a query for Grafana, a shell command, a config snippet, JavaScript for the browser console), show it inline as usual AND ask via AskUserQuestion if they want…

harleensahni/copy-to-clipboard-plugin · 119 tokens

js-debugging

This skill should be used when the user asks to 'debug a JavaScript error', 'fix a TypeScript error', 'debug a React component', 'fix a Next.js error', 'debug an API route', 'fix a hydration error', 'investigate a runtime error', or mentions 'JS debugging', 'stack trace', 'React error boundary', 'hydration mismatch'…

iwritec0de/app-dev · 120 tokens

js-testing

This skill should be used when the user asks to 'write tests', 'add test coverage', 'test a component', 'test an API route', 'test a hook', 'set up Vitest', 'use React Testing Library', 'mock an API', or mentions 'component testing', 'integration tests', 'vitest', 'RTL', 'msw', 'testing library'. Provides…

iwritec0de/app-dev · 100 tokens

tailwind

This skill should be used when the user asks to "style a component with Tailwind", "set up dark mode", "create a responsive layout", "build a reusable UI component", "configure Tailwind", "use cn() utility", or mentions "tailwind", "tailwindcss", "utility class", "className", "dark mode", "responsive design"…

iwritec0de/app-dev · 149 tokens

auth-patterns

This skill should be used when the user asks to "implement authentication", "set up JWT auth", "configure OAuth2", "implement RBAC", "add MFA/two-factor", "secure session management", or mentions "authentication", "authorization", "JWT", "OAuth", "login", "session management", "password hashing", "RBAC", "role-based…

iwritec0de/app-dev · 129 tokens

knip-cleanup

This skill should be used when the user asks to "find unused code", "clean up dead code", "find unused dependencies", "find unused exports", "find unused files", "remove dead code", "run knip", "check for unused imports", "clean up dependencies", "prune unused packages", or mentions "knip", "dead code detection"…

iwritec0de/app-dev · 128 tokens