learn

learn is a command for Claude Code from punt-labs/quarry. It costs 31 tokens per session (181 once invoked), scanned A, a copy of learn-dev, MIT.

A command for saving a distilled lesson to long-term agent memory. It can also assign a name to the lesson or save a URL as a source.

In plain words
What is it for?
Use it to record durable facts, save web sources, or store concise lessons for future agent work.
Why use it?
It preserves useful conclusions so they can be retrieved later instead of being lost when the current task ends.

Command for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Part of the quarry-dev plugin — 1 skill, 16 commands, 1 agent, 5 hooks shipped together

Good fit Use it to record durable facts, save web sources, or store concise…

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/punt-labs/quarry/learn
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.

Clone the repo
git clone --depth 1 https://github.com/punt-labs/quarry

Made for: Claude Code.

Or install quarry-dev, the plugin that ships this one along with the rest of its 1 skill, 16 commands, 1 agent, 5 hooks.

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 learn

README.md
[![agentmods](https://agentmods.dev/badge/commands/punt-labs/quarry/learn.svg)](https://agentmods.dev/commands/punt-labs/quarry/learn)
Your own site
<a href="https://agentmods.dev/commands/punt-labs/quarry/learn"><img src="https://agentmods.dev/badge/commands/punt-labs/quarry/learn.svg" alt="Measured on agentmods" height="20"></a>
Per session 31 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 181 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 91% copy Near-identical to another mod 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 $0.00031 $0.00181
Opus 5 $0.00015 $0.00090
Sonnet 5 $0.00006 $0.00036
Haiku 4.5 $0.00003 $0.00018

Measured yesterday against content hash ac99e2455a5c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

learn 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 yesterday.

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.

Origin

This is a copy

91% identical to learn-dev — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

plugin/commands/learn.md · 23 lines

What it actually says

Input

Arguments: $ARGUMENTS

If the arguments end with " as <name>", the text before that clause is the lesson and <name> is the name. Otherwise the full argument string is the lesson and no name is given.

Task

Call mcp__quarry__learn with:

  • lesson set to the lesson text
  • name set to the parsed name, if any

The result is already formatted by a PostToolUse hook and displayed above. Do not repeat or reformat the data. Do not send any text after the tool call.

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. yesterday First seen · 23 lines · 31 tokens per session scan A ac99e2455a5c

Subscribe to this mod's changes

learn is a command published in the GitHub repository punt-labs/quarry (3 stars, last pushed 2d ago), licensed MIT. It adds 31 tokens to every session and 181 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 91% identical to learn-dev, differing in 2 lines, and is treated as a copy.