ai-prompt-crafter

ai-prompt-crafter is a skill for Claude Code, Codex from FerroxLabs/wayland. It costs 93 tokens per session (2,958 once invoked), scanned A, original, AGPL-3.0.

A guide to writing instructions for AI models, including system prompts, examples, output formats, and multi-step conversations. Prompting is the practice of giving an AI model directions and context so it can produce a useful result.

In plain words
What is it for?
Use it to write and refine prompts, design multi-turn interactions, request structured data, and create reusable prompt templates.
Why use it?
It helps reduce unclear answers and inconsistent output. It also provides reusable ways to give models examples, manage context, and request structured results.

Skill for Claude CodeCodex

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

Good fit Use it to write and refine prompts, design multi-turn interactions, request structured data, and create reusable prompt templates.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ferroxlabs/wayland/ai-prompt-crafter
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 FerroxLabs/wayland --skill ai-prompt-crafter
Clone the repo
git clone --depth 1 https://github.com/FerroxLabs/wayland

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-prompt-crafter

README.md
[![agentmods](https://agentmods.dev/badge/skills/ferroxlabs/wayland/ai-prompt-crafter/github.svg)](https://agentmods.dev/skills/ferroxlabs/wayland/ai-prompt-crafter)
Your own site
<a href="https://agentmods.dev/skills/ferroxlabs/wayland/ai-prompt-crafter"><img src="https://agentmods.dev/badge/skills/ferroxlabs/wayland/ai-prompt-crafter/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-prompt-crafter

Your own site · 80×15
<a href="https://agentmods.dev/skills/ferroxlabs/wayland/ai-prompt-crafter"><img src="https://agentmods.dev/badge/skills/ferroxlabs/wayland/ai-prompt-crafter.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 93 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,958 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Anti-Refusal · line 226
    Skill instructs the agent to omit warnings, disclaimers, or ethical commentary. Stripping safety caveats hides risk from the user and is a common jailbreak preamble.
    Fix: Remove instructions that suppress warnings, disclaimers, or ethical commentary. Let the agent surface safety-relevant caveats to the user.
  • high Memory Poisoning · line 283
    Skill manipulates agent memory, state, or stored context. Memory corruption can alter personality, override safety rules, or cause unpredictable behavior.
    Fix: Protect agent memory and state from modification by untrusted content. Use read-only memory for critical instructions and validate all state changes.
How audits are shown
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 $0.00093 $0.02958
Opus 5 $0.00046 $0.01479
Sonnet 5 $0.00019 $0.00592
Haiku 4.5 $0.00009 $0.00296

Measured 9d ago against content hash 206eff6f03c5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ai-prompt-crafter scanned grade A 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.

Strips warnings and disclaimerslowAnti-refusal

Omitting safety caveats hides risk from the user and is a common jailbreak preamble.

Exclusion: "Do not include disclaimers or caveats"

Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.

src/process/resources/skills-library/bodies/skills/ai-machine-learning/ai-prompt-crafter/SKILL.md · 422 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

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. 9d ago First seen · 422 lines · 93 tokens per session scan A 206eff6f03c5

Subscribe to this mod's changes

ai-prompt-crafter is a skill published in the GitHub repository FerroxLabs/wayland (604 stars, last pushed 4d ago), licensed AGPL-3.0. It adds 93 tokens to every session and 2,958 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (strips warnings and disclaimers). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.