A requirements-and-architecture helper that turns natural-language requests into detailed technical specifications and instructions for AI coding tools.

It is for defining full-stack architecture, writing production-ready technical specifications, and generating clear instructions for AI-assisted development.

It removes ambiguity before implementation by structuring research or product ideas into precise engineering work.

How PancrePal-xiaoyibao/VitaForge configures Codex

Reuse

Borrowing it

Nothing to install: this file belongs to PancrePal-xiaoyibao/VitaForge. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/PancrePal-xiaoyibao/VitaForge/main/.codex/skills/ai-spec/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/PancrePal-xiaoyibao/VitaForge

Made for: 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/pancrepal-xiaoyibao/vitaforge/ai-spec/github.svg)](https://agentmods.dev/skills/pancrepal-xiaoyibao/vitaforge/ai-spec)

Your own site

<a href="https://agentmods.dev/skills/pancrepal-xiaoyibao/vitaforge/ai-spec"><img src="https://agentmods.dev/badge/skills/pancrepal-xiaoyibao/vitaforge/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/pancrepal-xiaoyibao/vitaforge/ai-spec"><img src="https://agentmods.dev/badge/skills/pancrepal-xiaoyibao/vitaforge/ai-spec.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 90 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 5,427 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.

Model	Per session	Once invoked
Fable 5.1	$0.00090	$0.05427
Opus 5.5	$0.00036	$0.02171
Sonnet 5.5	$0.00018	$0.01085
Haiku 4.5	$0.00009	$0.00543

Measured 2mo ago against content hash c20426da5629, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

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.

.codex/skills/ai-spec/SKILL.md · 405 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

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.

agents/openai.yaml 224 B

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.

2mo ago First seen · 405 lines · 90 tokens per session scan A c20426da5629

Subscribe to this mod's changes

ai-spec is a skill published in the GitHub repository PancrePal-xiaoyibao/VitaForge (6 stars, last pushed 4mo ago), with no licence file. It adds 90 tokens to every session and 5,427 once invoked, about $0.0004 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 2026-08-31.

Building agents Planning

ai-spec next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
ai-specPancrePal-xiaoyibao/VitaForge	Skill	6	4mo ago	none	A	90	Codex
imagegenopenai/codex	Skill	133k	yesterday	Apache-2.0	A	113	Codex
playwright-climicrosoft/playwright	Skill	99k	yesterday	Apache-2.0	A	19	Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	4d ago	MIT	A	200	Claude Code, Codex
systematic-debuggingobra/superpowers	Skill	313k	3d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	today	MIT	A	95	Claude Code
next-partial-prefetching-adoptionvercel/next.js	Skill	143k	today	MIT	A	103	Claude Code

VitaForge: Skill for Codex