readmd-quick-read

readmd-quick-read is a skill for Claude Code, Codex from Natsummerance/readMD. It costs 21 tokens per session (105 once invoked), scanned A, original, MIT.

A skill that turns a Markdown document into a concise, structured reading brief.

In plain words
What is it for?
Use it to create a thesis, prioritized key points, a summary of the document’s structure, and practical conclusions.
Why use it?
It helps readers quickly understand the main idea, important points, reasoning, and open questions in a long document.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/natsummerance/readmd/readmd-quick-read
Any agent
npx skills add Natsummerance/readMD --skill readmd-quick-read
Clone the repo
git clone --depth 1 https://github.com/Natsummerance/readMD

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 readmd-quick-read

README.md
[![agentmods](https://agentmods.dev/badge/skills/natsummerance/readmd/readmd-quick-read.svg)](https://agentmods.dev/skills/natsummerance/readmd/readmd-quick-read)
Your own site
<a href="https://agentmods.dev/skills/natsummerance/readmd/readmd-quick-read"><img src="https://agentmods.dev/badge/skills/natsummerance/readmd/readmd-quick-read.svg" alt="Measured on agentmods" height="20"></a>
Per session 21 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 105 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00021 $0.00105
Opus 5 $0.00010 $0.00053
Sonnet 5 $0.00004 $0.00021
Haiku 4.5 $0.00002 $0.00011

Measured 3d ago against content hash 6c29a70dc50e, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

readmd-quick-read 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 3d 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.

assets/skills/readmd-quick-read/SKILL.md · 13 lines

What it actually says

Read the Markdown document below and return a concise Markdown brief in the requested language. Include: a one-sentence thesis, up to five key points ordered by importance, the structural logic, and concrete conclusions, actions, or unanswered questions. Preserve facts and clearly label uncertainty. Do not invent citations or content.

Language: {{language}} Additional request: {{request}} Document: {{document}}

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. 3d ago First seen · 13 lines · 21 tokens per session scan A 6c29a70dc50e

Subscribe to this mod's changes

readmd-quick-read is a skill published in the GitHub repository Natsummerance/readMD (20 stars, last pushed 5d ago), licensed MIT. It adds 21 tokens to every session and 105 once invoked, about $0.0001 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.

Related

Other skills, from other repositories

gonavi-cli

Operate databases through the GoNavi headless CLI — the gonavi executable shipped in verified GitHub Release archives. Covers listing/adding/importing saved connections, running SQL queries against saved connections or ad-hoc connection files, exporting result sets to csv/json/md/html/xlsx, batch-executing SQL files…

Syngnat/GoNavi · 144 tokens

bibverify

Verify, repair, explain, and generate BibTeX references with Bibverify's DOI-first CLI and MCP tools.

Hylouis233/bibverify · 26 tokens

memory

Use this skill when Pioneer should proactively use durable memory or recalled context: decide whether memory can improve a turn, answer from remembered user/project facts, request memory tools, search/list/get stored memories, save durable preferences or project decisions, forget memories, audit or clean up memory, or…

pioneerdotai/pioneer · 64 tokens

computer-use

Windows 桌面自动化执行规则。使用 screeninteractor 观察与操作原生桌面应用。.

Plocr/Reasonix-computer-use · 23 tokens

trellis-brainstorm

Guides collaborative requirements discovery before implementation. Creates task directory, seeds PRD, asks high-value questions one at a time, researches technical choices, and converges on MVP scope. Use when requirements are unclear, there are multiple valid approaches, or the user describes a new feature or complex…

fy-agent/fyagent · 65 tokens

trellis-update-spec

Captures executable contracts and coding conventions into .trellis/spec/ documents. Use when learning something valuable from debugging, implementing, or discussion that should be preserved for future sessions.

fy-agent/fyagent · 40 tokens