how SKILL.md skillA

how from jeongjaesoon/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jeongjaesoon/agent-skills/how@git:20261102.8cdc2d3

Pins git:20261102.8cdc2d3 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jeongjaesoon/agent-skills
Path
skills/how/SKILL.md
Versions recorded
5
Latest version
git:20261102.8cdc2d3, committed Nov 2, 2026
First version recorded
Sep 24, 2026
Size
2,247 bytes
Repository stars
3
License
MIT

Use before editing a subsystem that neither you nor an upstream report has read. Explain how code works by reading it: a subsystem's runtime flow, its architecture, where something should live. Use for "how does X work", "X 는 어떻게 동작해", "이 구조 설명해줘", "이건 어디에 둬야 해". Why it is this way, or why it was decided, is why.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# How

Explore the codebase to answer "how does X work?" questions. Produce architectural explanations at the level of a senior engineer onboarding onto a subsystem, enough to build a working mental model, not so much that it reads like annotated source code.

Explorers are the built-in read-only `Explore` subagent. The explainer is one `general-purpose` `Agent` on `opus`, told in its prompt that it only reads and writes the explanation and must not edit files.

## 1. Assess complexity

If the scope is ambiguous, state your interpretation and explore. The user can redirect.

- **Simple** (a single module, a small utility, a narrow question such as "how does function X work"): no explorers and no explainer. Explore and explain it yourself in one pass, following the Instructions and Output Format in `references/explainer-prompt.md` (skip its explorer-findings parts). Go to step 4.
- **Complex** (a subsystem spanning multiple files or services, a cross-cutting feature, a full architectural overview): go to step 2.

When in doubt, take the simple path.

## 2. Explore (complex only)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jeongjaesoon/agent-skills/how@sha256:a43314c6b7468265

The line at the top of this page pins the label git:20261102.8cdc2d3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_s2qfbqkk24wwzckr.svg)](https://markdownregistry.com/a/art_s2qfbqkk24wwzckr)

0 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Sep 24, 2026 and Nov 2, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
git:20261102.8cdc2d3 latest2026-11-02 8cdc2d3 2,247 BA view · diff
git:20261026.385852f2026-10-26 385852f 2,205 BA view · diff
git:20261012.14c3b4f2026-10-12 14c3b4f 2,565 BA view · diff
git:20260925.e15f2cb2026-09-25 e15f2cb 2,693 BA view · diff
git:20260924.ca7e47c2026-09-24 ca7e47c 2,600 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2247 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

jeongjaesoon/agent-skills · 3 stars · license MIT · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_s2qfbqkk24wwzckr
GET https://markdownregistry.com/api/v1/resolve?ref=jeongjaesoon/agent-skills/how
GET https://markdownregistry.com/api/v1/blob/a43314c6b7468265dd9f1e67e615a76b9850f521821363b7e04cf3feb06aa986

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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