skill-creator

A guide for creating and improving reusable instructions called skills for AI coding agents.

In plain words
What is it for?
It helps design a skill, refine its instructions, test how reliably it works, and improve when it triggers.
Why use it?
It helps turn a repeated workflow into clear, testable instructions instead of rewriting the same guidance for every task.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/code-saurabh/openskills/skill-creator
Any agent
npx skills add CODE-SAURABH/OpenSkills --skill skill-creator
Clone the repo
git clone --depth 1 https://github.com/CODE-SAURABH/OpenSkills

Made for: Claude Code, Codex.

Per session 89 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,156 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original 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 $0.00089 $0.03156
Opus 5 $0.00044 $0.01578
Sonnet 5 $0.00018 $0.00631
Haiku 4.5 $0.00009 $0.00316

Measured yesterday against content hash 7a52b58aef21, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

skill-creator 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 yesterday.

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.

skill-creator/SKILL.md · 331 lines

How it starts

The opening of the file, as written. The whole thing — 331 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill Creator

A skill is a reusable, opinionated expert guide that makes an AI agent dramatically better at a specific domain. Not a prompt. Not a template. A skill is a production-grade system that encodes deep domain expertise, principled workflows, concrete examples, and an unambiguous definition of done — so the agent executes it the same way every time, without the user having to re-explain.

Your job in this skill is to help the user go from "I want a skill for X" to a skill that works reliably in the real world.


Skill Creator Principles

  • Understand before writing. A skill written without understanding the user's intent produces generic instructions that could apply to anything. Ask the right questions first.
  • Skills generalize — test cases are just accelerants. You iterate on 3–5 examples because it's fast. But the skill needs to work on the 10,000th prompt that nobody has seen yet. Avoid overfitting rules to the specific examples.
  • Explain the why, not just the what. Instructions that say "always do X" without explanation get followed blindly in the wrong context. Instructions that say "do X because Y" get applied with judgment. Smart models respond better to reasoning than to commandments.
  • Lean beats padded. Remove every instruction that isn't actively improving outputs. A 600-line skill where 200 lines are filler produces worse results than a tight 300-line skill where every line earns its place. If you find yourself writing ALWAYS/NEVER in all caps, step back — try explaining the reasoning instead.
  • The description field is a trigger, not a summary. The description is what the agent reads to decide whether to load the skill. It must contain explicit trigger conditions: "Use when the user asks to..." — not just what the skill is about.
  • Test against reality, not intuition. You cannot know if a skill works without running it. Gut-feel improvements compound errors. Run test cases. Look at the outputs. Iterate on evidence.

Read the full file on GitHub · 331 lines

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. yesterday First seen · 331 lines · 89 tokens per session scan A 7a52b58aef21

Subscribe to this mod's changes

skill-creator is a skill published in the GitHub repository CODE-SAURABH/OpenSkills (2 stars, last pushed 1mo ago), licensed MIT. It adds 89 tokens to every session and 3,156 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.

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