principle-sequence-verifiable-units

principle-sequence-verifiable-units is a skill for Claude Code from amajorai/ryu. It costs 68 tokens per session (444 once invoked), scanned A, original, no licence file.

A workflow method for breaking multi-step coding work into small pieces, each ending with a checkable result.

In plain words
What is it for?
Use it for migrations, broad code edits, repeated fixes, and arranging commits or pull requests in a verifiable order.
Why use it?
It limits the number of unchecked changes and makes a sequence of edits or commits easier for a reviewer to follow and trust.

Skill for Claude Code

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

Good fit Use it for migrations, broad code edits, repeated fixes, and arranging commits or pull requests in a verifiable order.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/amajorai/ryu/principle-sequence-verifiable-units
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-sequence-verifiable-units
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-sequence-verifiable-units

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/amajorai/ryu/principle-sequence-verifiable-units"><img src="https://agentmods.dev/badge/skills/amajorai/ryu/principle-sequence-verifiable-units.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 68 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 444 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 $0.00068 $0.00444
Opus 5.5 $0.00027 $0.00178
Sonnet 5.5 $0.00014 $0.00089
Haiku 4.5 $0.00007 $0.00044

Measured 1mo ago against content hash 761390804ee3, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

principle-sequence-verifiable-units 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-sequence-verifiable-units/SKILL.md · 23 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 · 23 lines · 68 tokens per session scan A 761390804ee3

Subscribe to this mod's changes

principle-sequence-verifiable-units is a skill published in the GitHub repository amajorai/ryu (41 stars, last pushed yesterday), with no licence file. It adds 68 tokens to every session and 444 once invoked, about $0.0003 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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