principle-exhaust-the-design-space

principle-exhaust-the-design-space is a skill for Claude Code from amajorai/ryu. It costs 41 tokens per session (223 once invoked), scanned A, original, no licence file.

A design method that creates two or three competing prototypes for a new user interaction or software architecture before choosing one. A prototype is a small trial version used for comparison.

In plain words
What is it for?
Use it for unfamiliar interface behavior, application structure, or other design decisions without a precedent in the project.
Why use it?
It reduces the risk of committing early to the first plausible idea when the codebase has no established pattern. Side-by-side comparison makes trade-offs visible.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Good fit Use it for unfamiliar interface behavior, application structure, or other design decisions without a precedent in the project.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/amajorai/ryu/principle-exhaust-the-design-space
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 amajorai/ryu --skill principle-exhaust-the-design-space
Clone the repo
git clone --depth 1 https://github.com/amajorai/ryu

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 principle-exhaust-the-design-space

README.md
[![agentmods](https://agentmods.dev/badge/skills/amajorai/ryu/principle-exhaust-the-design-space/github.svg)](https://agentmods.dev/skills/amajorai/ryu/principle-exhaust-the-design-space)
Your own site
<a href="https://agentmods.dev/skills/amajorai/ryu/principle-exhaust-the-design-space"><img src="https://agentmods.dev/badge/skills/amajorai/ryu/principle-exhaust-the-design-space/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 principle-exhaust-the-design-space

Your own site · 80×15
<a href="https://agentmods.dev/skills/amajorai/ryu/principle-exhaust-the-design-space"><img src="https://agentmods.dev/badge/skills/amajorai/ryu/principle-exhaust-the-design-space.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 223 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 $0.00041 $0.00223
Opus 5.5 $0.00016 $0.00089
Sonnet 5.5 $0.00008 $0.00045
Haiku 4.5 $0.00004 $0.00022

Measured 1mo ago against content hash 8583310d7297, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

principle-exhaust-the-design-space 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 1mo 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.

apps/skills/pstack/skills/principle-exhaust-the-design-space/SKILL.md · 22 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

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. 1mo ago First seen · 22 lines · 41 tokens per session scan A 8583310d7297

Subscribe to this mod's changes

principle-exhaust-the-design-space is a skill published in the GitHub repository amajorai/ryu (41 stars, last pushed yesterday), with no licence file. It adds 41 tokens to every session and 223 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-12.

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