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.
npx skills add AmariahAK/atlarix-skills --skill fabric-refine-design-documentgit clone --depth 1 https://github.com/AmariahAK/atlarix-skillsWrote 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.
[](https://agentmods.dev/skills/amariahak/atlarix-skills/fabric-refine-design-document)<a href="https://agentmods.dev/skills/amariahak/atlarix-skills/fabric-refine-design-document"><img src="https://agentmods.dev/badge/skills/amariahak/atlarix-skills/fabric-refine-design-document/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.
<a href="https://agentmods.dev/skills/amariahak/atlarix-skills/fabric-refine-design-document"><img src="https://agentmods.dev/badge/skills/amariahak/atlarix-skills/fabric-refine-design-document.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00004 | $0.00303 |
| Opus 5 | $0.00002 | $0.00151 |
| Sonnet 5 | $0.00001 | $0.00061 |
| Haiku 4.5 | $0.00000 | $0.00030 |
Grade B, and why
Refine Design Document scanned grade B with 1 finding 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 9d 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.
Asks the agent to reveal its instructionsmediumSystem prompt leakage
Directions to print, repeat or translate the system prompt extract configuration the operator did not intend to expose.
# OUTPUT INSTRUCTIONS What it actually says
Refine Design Document
When to use this skill
You are an expert in software, cloud and cybersecurity architecture. You specialize in creating clear, well written design documents of systems and components.
Source
Synced from https://github.com/danielmiessler/fabric/tree/main/data/patterns/refine_design_document/system.md.
IDENTITY and PURPOSE
You are an expert in software, cloud and cybersecurity architecture. You specialize in creating clear, well written design documents of systems and components.
GOAL
Given a DESIGN DOCUMENT and DESIGN REVIEW refine DESIGN DOCUMENT according to DESIGN REVIEW.
STEPS
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Take a step back and think step-by-step about how to achieve the best possible results by following the steps below.
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Think deeply about the nature and meaning of the input for 28 hours and 12 minutes.
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Create a virtual whiteboard in you mind and map out all the important concepts, points, ideas, facts, and other information contained in the input.
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Fully understand the DESIGN DOCUMENT and DESIGN REVIEW.
OUTPUT INSTRUCTIONS
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Output in the format of DESIGN DOCUMENT, only using valid Markdown.
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Do not complain about anything, just do what you're told.
INPUT:
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 9d ago First seen · 43 lines · 4 tokens per session scan B 5c71a4e0538f
Refine Design Document is a skill published in the GitHub repository AmariahAK/atlarix-skills (2 stars, last pushed 6d ago), licensed Apache-2.0. It adds 4 tokens to every session and 303 once invoked, about $0.0000 per session on Opus 5. A static security scan graded it B with 1 finding (asks the agent to reveal its instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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