grasp

grasp is a skill for Claude Code from saadshahd/moo.md. It costs 39 tokens per session (396 once invoked), scanned A, original, MIT.

A teaching format for explaining a code change, diff, branch, or pull request to someone who needs to understand it before shipping. It uses background, intuition, a conceptual code walkthrough, diagrams where useful, and a knowledge-check quiz.

In plain words
What is it for?
Use it when catching up on work another agent built, reviewing a branch or pull request, or explaining how a change works. It covers the old behavior, the goal, the implementation idea, important code, and understanding checks.
Why use it?
It turns an unfamiliar change into a guided explanation instead of assuming the reader can infer the reasons from the diff. It also requires the explanation to stay grounded in the surrounding system and avoid invented rationale.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the hunch plugin — 7 skills shipped together

Good fit Use it when catching up on work another agent built, reviewing a…

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/saadshahd/moo.md/grasp
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 saadshahd/moo.md --skill grasp
Clone the repo
git clone --depth 1 https://github.com/saadshahd/moo.md

Made for: Claude Code.

Or install hunch, the plugin that ships this one along with the rest of its 7 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 grasp

README.md
[![agentmods](https://agentmods.dev/badge/skills/saadshahd/moo.md/grasp.svg)](https://agentmods.dev/skills/saadshahd/moo.md/grasp)
Your own site
<a href="https://agentmods.dev/skills/saadshahd/moo.md/grasp"><img src="https://agentmods.dev/badge/skills/saadshahd/moo.md/grasp.svg" alt="Measured on agentmods" height="20"></a>
Per session 39 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 396 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 $0.00039 $0.00396
Opus 5 $0.00019 $0.00198
Sonnet 5 $0.00008 $0.00079
Haiku 4.5 $0.00004 $0.00040

Measured 7d ago against content hash 60e868a71af2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

grasp 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 7d 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.

hunch/skills/grasp/SKILL.md · 28 lines

What it actually says

The reader is not verifying — they're staying a participant. Understanding is what lets them have the next idea. Build it the way education does.

Before writing

Explore the surrounding system, not just the diff. Where a change's rationale isn't evident from either, say so — never invent a why.

Sections, in order

  1. Background — the system as it was. Two layers: deep context a newcomer needs (marked skippable), then the narrow slice this change touches.
  2. Intuition — the goal and the core idea before any code. Concrete examples with toy data. A small family of diagrams reused throughout — never ASCII.
  3. Code — a literate walkthrough: conceptual order, not file order; prose that embeds the key snippets.
  4. Quiz — multiple-choice questions on the substance of the change, as many as the change genuinely carries. Medium difficulty: answerable only with real understanding, no gotchas. Every option gets feedback explaining why it's right or wrong — hidden until the reader commits to an answer.

The quiz is a speed regulator

Invite the reader to hold the change until they pass — shipping past a failed quiz banks cognitive debt. Feedback per question only; never a score, streak, or grade.

Format

  • Medium is the user's call. Default: one self-contained HTML file outside the repo, named YYYY-MM-DD-<slug>.html — one long page, never tabs; quiz interactive.
  • Write with the clarity and flow of Martin Kleppmann — smooth transitions, callouts for key concepts and edge cases.
  • Code blocks keep their newlines: <pre>, or white-space: pre-wrap on styled divs.
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.

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. 7d ago First seen · 28 lines · 39 tokens per session scan A 60e868a71af2

Subscribe to this mod's changes

grasp is a skill published in the GitHub repository saadshahd/moo.md (34 stars, last pushed 21d ago), licensed MIT. It adds 39 tokens to every session and 396 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.

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