how SKILL.md skillA

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

Install it, pinned
mdr add barbieri/local-openfinance/how@git:20261005.32edae5

Pins git:20261005.32edae5 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
barbieri/local-openfinance
Path
.agents/skills/how/SKILL.md
Versions recorded
2
Latest version
git:20261005.32edae5, committed Oct 5, 2026
First version recorded
Sep 9, 2026
Size
3,077 bytes
Repository stars
24
License
GPL-3.0

Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which package owns this", "is this the right layer"). Explains subsystem architecture, runtime flow, onboarding mental models. Use why for motivation.

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.

Each spawn below names a role line in the `pstack-models.mdc` rule and a default. Set `model` to that line's value, or to the default if the rule or the line is missing. Leave `model` unset when the value is `auto` or `inherit-parent`. If the Task tool rejects a slug, use the default and say so. If it rejects the default, use the closest valid slug of the same family from its error message.

## Step 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. One explainer explores and explains in a single pass. Go to Step 2b.
- **Complex** (a subsystem spanning multiple files or services, a cross-cutting feature, a full architectural overview): spawn parallel explorers first, then hand off to the explainer. Go to Step 2a.

When in doubt, take the simple path.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add barbieri/local-openfinance/how@sha256:d31805589c7f6a63

The line at the top of this page pins the label git:20261005.32edae5, 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_qe4l3cum4wew3b73.svg)](https://markdownregistry.com/a/art_qe4l3cum4wew3b73)

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

Versions

The registry has recorded 2 versions of this file, between Sep 9, 2026 and Oct 5, 2026, about one every 26 days.

versioncommittedcommitsizeaudit
git:20261005.32edae5 latest2026-10-05 32edae5 3,077 BA view · diff
git:20260909.1e5ab422026-09-09 1e5ab42 7,285 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 (3077 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

barbieri/local-openfinance · 24 stars · license GPL-3.0 · pushed 2026-10-25 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_qe4l3cum4wew3b73
GET https://markdownregistry.com/api/v1/resolve?ref=barbieri/local-openfinance/how
GET https://markdownregistry.com/api/v1/blob/d31805589c7f6a63a6db6c9fadebbd79fb9660682cf1654e9b2e5e1e7cd30bc0

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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