Skill Design Principles

Guides the design, authoring, and debugging of predictable Claude Code skills using proven architectural principles.

Context cost
10k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files · 39.9 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Predictable なスキルを書くための語彙と原則。スキルの新規作成・編集時、および「発動しない」「途中で作業を切り上げる」といった不具合の診断時に使う。他のスキルがスキル設計の判断を必要とするときにも参照する。

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

debuggingproductivity

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md14.2 kB · preview
--- name: skill-design-principles ---
5<!--
6source: https://github.com/mattpocock/skills/tree/main/skills/productivity/writing-great-skills
7imported_at: 2026-07-24
8-->
9
10スキルが存在するのは、確率的なシステムから決定性を引き出すためだ。**Predictability**——エージェントが毎回同じ_プロセス_を辿ること(同じ_出力_を生むことではない)——が根幹の美徳であり、以下のあらゆるレバーはこれに資する。
11
12**太字の用語**は [GLOSSARY.md](GLOSSARY.md) で定義されている。完全な意味を確認したい場合はそちらを参照すること。
13
14## Invocation
15
16コストの異なる2つの選択肢がある。
17
18- **model-invoked** スキルは **description** を保持する。これによりエージェントは自律的にこのスキルを発動でき(人間がその名前をタイプして呼ぶこともできる)、他のスキルからもこのスキルに到達できる。**Context Load** を発生させる——descriptionは常にコンテキストウィンドウに載り続けるからだ。仕組み:disable-model-invocation を省略し、豊富なトリガー表現(「ユーザーが〜したいとき、〜と言及したときに使う」)を持つモデル向けdescriptionを書く。
19- **user-invoked** スキルはエージェントの到達範囲からdescriptionを取り除く。呼び出せるのは名前をタイプする人間だけで、他のスキルもこのスキルを呼べない。Context Loadはゼロになるが、代わりに **Cognitive Load** を消費する——スキルの存在を覚えておく索引役を_あなた自身_が担うことになるからだ。仕組み:disable-model-invocation: true を設定する。この場合descriptionは人間向けの一行要約になり、トリガー用の記述は削ぎ落とされる。
20
21エージェントが自力でスキルに到達しなければならない場合、または他のスキルがこのスキルに到達する必要がある場合に限り、model-invocationを選ぶこと。手動でしか発動しないなら、user-invokedにしてContext Loadを一切払わないこと。
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23user-invokedスキルが増えすぎて覚えきれなくなったら、積み上がったCognitive Loadを **Router Skill** で解消する。これは他のスキルの名前と使い所を列挙するだけの、単一のuser-invokedスキルである。
24
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md235 words
Files2
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈40
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
9,935
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
5.0%
of a 200k window
Ten skills this size would take about 50% of the window before you open a file.
050k100k150k200k context window

10k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

2 files, 39.9 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md14.2 kB
  • GLOSSARY.md25.7 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 2 files you can review in full before installing.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Skill Design Principles · 10k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/skill-design-principles/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/skill-design-principles" ] && { [ ! -e .claude/skills/skill-design-principles ] || { mv .claude/skills/skill-design-principles "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/skill-design-principles" .claude/skills/ && echo "Installed .claude/skills/skill-design-principles"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add ryohma0510/skill-design-principles

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/skill-design-principles/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/skill-design-principles/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/skill-design-principles" ] && { [ ! -e ~/.claude/skills/skill-design-principles ] || { mv ~/.claude/skills/skill-design-principles "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/skill-design-principles" ~/.claude/skills/ && echo "Installed ~/.claude/skills/skill-design-principles" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/skill-design-principles/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referenceryohma0510/skill-design-principles

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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