prompt-literacy-sequence-designer

prompt-literacy-sequence-designer is a skill for Claude Code from GarethManning/education-agent-skills. It costs 44 tokens per session (4,688 once invoked), scanned A, original, no licence file.

A lesson sequence showing how changing a vague instruction into a specific one with useful context changes an AI response. Prompt literacy means understanding how to give instructions that clearly communicate the task.

In plain words
What is it for?
Use it to create exercises comparing weak and improved prompts and explaining which details make the response more useful.
Why use it?
It helps learners understand why AI output varies instead of treating poor results as random or blaming the tool alone.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Part of the education-agent-skills plugin — 146 skills shipped together

Good fit Use it to create exercises comparing weak and improved prompts and explaining which details make the response more useful.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/garethmanning/education-agent-skills/prompt-literacy-sequence-designer
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 GarethManning/education-agent-skills --skill prompt-literacy-sequence-designer
Clone the repo
git clone --depth 1 https://github.com/GarethManning/education-agent-skills

Made for: Claude Code.

Or install education-agent-skills, the plugin that ships this one along with the rest of its 146 skills.

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 prompt-literacy-sequence-designer

README.md
[![agentmods](https://agentmods.dev/badge/skills/garethmanning/education-agent-skills/prompt-literacy-sequence-designer/github.svg)](https://agentmods.dev/skills/garethmanning/education-agent-skills/prompt-literacy-sequence-designer)
Your own site
<a href="https://agentmods.dev/skills/garethmanning/education-agent-skills/prompt-literacy-sequence-designer"><img src="https://agentmods.dev/badge/skills/garethmanning/education-agent-skills/prompt-literacy-sequence-designer/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 prompt-literacy-sequence-designer

Your own site · 80×15
<a href="https://agentmods.dev/skills/garethmanning/education-agent-skills/prompt-literacy-sequence-designer"><img src="https://agentmods.dev/badge/skills/garethmanning/education-agent-skills/prompt-literacy-sequence-designer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 44 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,688 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 $0.00044 $0.04688
Opus 5 $0.00022 $0.02344
Sonnet 5 $0.00009 $0.00938
Haiku 4.5 $0.00004 $0.00469

Measured 12d ago against content hash 7f30f154dd4d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

prompt-literacy-sequence-designer 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 12d 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-literacy/prompt-literacy-sequence-designer/SKILL.md · 276 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

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. 12d ago First seen · 276 lines · 44 tokens per session scan A 7f30f154dd4d

Subscribe to this mod's changes

prompt-literacy-sequence-designer is a skill published in the GitHub repository GarethManning/education-agent-skills (764 stars, last pushed 14d ago), with no licence file. It adds 44 tokens to every session and 4,688 once invoked, about $0.0002 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.