agentmods.dev

req-to-ai-spec

req-to-ai-spec is a skill for Claude Code, Codex from garveyhu/awesome-skills. It costs 84 tokens per session (2,135 once invoked), scanned A, original, no licence file.

A converter that turns scattered product requirements, prototype screenshots, or existing code into a structured specification for AI coding agents.

In plain words
What is it for?
Use it to analyse requirements and create an AI-friendly specification for implementing a product or feature.
Why use it?
It gives an AI coding agent one organised document describing what to build, reducing the need to interpret fragmented requirements.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 11repo 9d ago A scan 84 tokens no licence

Good fit Use it to analyse requirements and create an AI-friendly specification for implementing a product or feature.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/garveyhu/awesome-skills/req-to-ai-spec
View source ↗ garveyhu/awesome-skills
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 garveyhu/awesome-skills --skill req-to-ai-spec
Clone the repo
git clone --depth 1 https://github.com/garveyhu/awesome-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 req-to-ai-spec

README.md
[![agentmods](https://agentmods.dev/badge/skills/garveyhu/awesome-skills/req-to-ai-spec/github.svg)](https://agentmods.dev/skills/garveyhu/awesome-skills/req-to-ai-spec)
Your own site
<a href="https://agentmods.dev/skills/garveyhu/awesome-skills/req-to-ai-spec"><img src="https://agentmods.dev/badge/skills/garveyhu/awesome-skills/req-to-ai-spec/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 req-to-ai-spec

Your own site · 80×15
<a href="https://agentmods.dev/skills/garveyhu/awesome-skills/req-to-ai-spec"><img src="https://agentmods.dev/badge/skills/garveyhu/awesome-skills/req-to-ai-spec.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 84 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,135 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 $0.00084 $0.02135
Opus 5.5 $0.00034 $0.00854
Sonnet 5.5 $0.00017 $0.00427
Haiku 4.5 $0.00008 $0.00214

Measured 2mo ago against content hash 77807fdddf69, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

req-to-ai-spec 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 2mo 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.

docs/req-to-ai-spec/SKILL.md · 147 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

Files

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.

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. 2mo ago First seen · 147 lines · 84 tokens per session scan A 77807fdddf69

Subscribe to this mod's changes

req-to-ai-spec is a skill published in the GitHub repository garveyhu/awesome-skills (11 stars, last pushed 9d ago), with no licence file. It adds 84 tokens to every session and 2,135 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 2026-08-30.

Building agentsPlanning
Related

req-to-ai-spec compared with skills from other repositories

req-to-ai-spec next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
req-to-ai-specgarveyhu/awesome-skillsSkill119d agononeA84Claude Code, Codex
imagegenopenai/codexSkill133kyesterdayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143kyesterdayMITA103Claude Code