ai-native-agent-skill-design

ai-native-agent-skill-design is a skill for Claude Code, Codex from gmaxxxie/ai-native-product-agent-skills. It costs 85 tokens per session (3,301 once invoked), scanned A, original, no licence file.

A practical method for designing AI products made of agents and skills. It takes a task situation and maps the needed task breakdown, agent roles, skills, tools, limits, and fallback behavior.

In plain words
What is it for?
It is for planning agent roles, splitting work into skills, choosing tools, defining boundaries, and documenting the resulting workflow.
Why use it?
It helps turn a broad AI-agent idea into a more concrete design, including what happens when a step cannot proceed.

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 planning agent roles, splitting work into skills, choosing tools, defining boundaries, and documenting the resulting workflow.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/gmaxxxie/ai-native-product-agent-skills/ai-native-agent-skill-design
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 gmaxxxie/ai-native-product-agent-skills --skill ai-native-agent-skill-design
Clone the repo
git clone --depth 1 https://github.com/gmaxxxie/ai-native-product-agent-skills

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 ai-native-agent-skill-design

README.md
[![agentmods](https://agentmods.dev/badge/skills/gmaxxxie/ai-native-product-agent-skills/ai-native-agent-skill-design/github.svg)](https://agentmods.dev/skills/gmaxxxie/ai-native-product-agent-skills/ai-native-agent-skill-design)
Your own site
<a href="https://agentmods.dev/skills/gmaxxxie/ai-native-product-agent-skills/ai-native-agent-skill-design"><img src="https://agentmods.dev/badge/skills/gmaxxxie/ai-native-product-agent-skills/ai-native-agent-skill-design/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 ai-native-agent-skill-design

Your own site · 80×15
<a href="https://agentmods.dev/skills/gmaxxxie/ai-native-product-agent-skills/ai-native-agent-skill-design"><img src="https://agentmods.dev/badge/skills/gmaxxxie/ai-native-product-agent-skills/ai-native-agent-skill-design.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 85 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,301 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 $0.00085 $0.03301
Opus 5 $0.00043 $0.01650
Sonnet 5 $0.00017 $0.00660
Haiku 4.5 $0.00009 $0.00330

Measured 5d ago against content hash a07552f0080a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ai-native-agent-skill-design 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 5d 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/ai-native-agent-skill-design/SKILL.md · 394 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

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. 5d ago Changed · -7 lines a07552f0080a
  2. 13d ago First seen · 401 lines · 85 tokens per session scan A 4f31015ffe7b

Subscribe to this mod's changes

ai-native-agent-skill-design is a skill published in the GitHub repository gmaxxxie/ai-native-product-agent-skills (46 stars, last pushed 3d ago), with no licence file. It adds 85 tokens to every session and 3,301 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 2026-08-30.

Related

Other skills, from other repositories

sparc-methodology

SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration.

amangit1314/repo-rag · 29 tokens

sparc-methodology

SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration.

ruvnet/RuView · 29 tokens

design-taste-frontend

Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check.

Leonxlnx/taste-skill · 61 tokens

brandkit

Premium brand-kit image generation skill for creating high-end brand-guidelines boards, logo systems, identity decks, and visual-world presentations. Trained for minimalist, cinematic, editorial, dark-tech, luxury, cultural, security, gaming, developer-tool, and consumer-app brand systems. Optimized for intentional…

Leonxlnx/taste-skill · 89 tokens

redesign-existing-projects

Upgrades existing websites and apps to premium quality. Audits current design, identifies generic AI patterns, and applies high-end design standards without breaking functionality. Works with any CSS framework or vanilla CSS.

Leonxlnx/taste-skill · 45 tokens

gpt-taste

Elite UX/UI & Advanced GSAP Motion Engineer. Enforces Python-driven true randomization for layout variance, strict AIDA page structure, wide editorial typography (bans 6-line wraps), gapless bento grids, strict GSAP ScrollTriggers (pinning, stacking, scrubbing), inline micro-images, and massive section spacing.

Leonxlnx/taste-skill · 72 tokens