napkin

napkin is a skill for Claude Code, Codex from letitbk/claude-academic-setup. It costs 81 tokens per session (975 once invoked), scanned A, original, MIT.

A per-project Markdown notebook that records mistakes, corrections, useful patterns, and project notes for the coding agent. It is read at the start of every session and updated while work continues.

In plain words
What is it for?
Use it to preserve coding lessons, user preferences, successful approaches, failed approaches, and important domain details across agent sessions.
Why use it?
It prevents the agent from repeating known mistakes or forgetting decisions between sessions. The notes stay with the repository so they can reflect that project's history.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Codex.

Good fit Use it to preserve coding lessons, user preferences, successful approaches, failed approaches, and important domain details across agent sessions.

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Install with agentmods
npx agentmods add skills/letitbk/claude-academic-setup/napkin
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 letitbk/claude-academic-setup --skill napkin
Clone the repo
git clone --depth 1 https://github.com/letitbk/claude-academic-setup

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 napkin

README.md
[![agentmods](https://agentmods.dev/badge/skills/letitbk/claude-academic-setup/napkin/github.svg)](https://agentmods.dev/skills/letitbk/claude-academic-setup/napkin)
Your own site
<a href="https://agentmods.dev/skills/letitbk/claude-academic-setup/napkin"><img src="https://agentmods.dev/badge/skills/letitbk/claude-academic-setup/napkin/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 napkin

Your own site · 80×15
<a href="https://agentmods.dev/skills/letitbk/claude-academic-setup/napkin"><img src="https://agentmods.dev/badge/skills/letitbk/claude-academic-setup/napkin.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 81 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 975 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 original 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 $0.00081 $0.00975
Opus 5 $0.00041 $0.00487
Sonnet 5 $0.00016 $0.00195
Haiku 4.5 $0.00008 $0.00097

Measured 9d ago against content hash bd1bf49f6c5d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

napkin 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 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.

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/napkin/SKILL.md · 116 lines

How it starts

The opening of the file, as written. The whole thing — 116 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Napkin

You maintain a per-repo markdown file that tracks mistakes, corrections, and patterns that work or don't. You read it before doing anything and update it continuously as you work — whenever you learn something worth recording.

This skill is always active. Every session. No trigger required.

Session Start: Read Your Notes

First thing, every session — read .claude/napkin.md before doing anything else. Internalize what's there and apply it silently. Don't announce that you read it. Just apply what you know.

If no napkin exists yet, create one at .claude/napkin.md:

# Napkin

## Corrections
| Date | Source | What Went Wrong | What To Do Instead |
|------|--------|----------------|-------------------|

## User Preferences
- (accumulate here as you learn them)

## Patterns That Work
- (approaches that succeeded)

## Patterns That Don't Work
- (approaches that failed and why)

## Domain Notes
- (project/domain context that matters)

Adapt the sections to fit the repo's domain. Design something you can usefully consume.

Continuous Updates

Update the napkin as you work, not just at session start and end. Write to it whenever you learn something worth recording:

  • You hit an error and figure out why. Log it immediately. Don't wait.
  • The user corrects you. Log what you did and what they wanted instead.
  • You catch your own mistake. Log it. Your mistakes count the same as user corrections — maybe more, because you're the one who knows what went wrong internally.
  • You try something and it fails. Log the approach and why it didn't work so you don't repeat it.
  • You try something and it works well. Log the pattern.
  • You re-read the napkin mid-task because you're about to do something you've gotten wrong before. Good. Do this.

The napkin is a living document. Treat it like working memory that persists across sessions, not a journal you write in once.

What to Log

Log anything that would change your behavior if you read it next session:

Read the full file on GitHub · 116 lines

Files

What ships with it

2 files 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. 9d ago First seen · 116 lines · 81 tokens per session scan A bd1bf49f6c5d

Subscribe to this mod's changes

napkin is a skill published in the GitHub repository letitbk/claude-academic-setup (44 stars, last pushed 2mo ago), licensed MIT. It adds 81 tokens to every session and 975 once invoked, about $0.0004 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.

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