source-to-skill SKILL.md skillA

source-to-skill from michalstrnadel/source-to-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add michalstrnadel/source-to-skill/source-to-skill@git:20261005.49397ad

Pins git:20261005.49397ad in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
michalstrnadel/source-to-skill
Path
skills/source-to-skill/SKILL.md
Versions recorded
3
Latest version
git:20261005.49397ad, committed Oct 5, 2026
First version recorded
Jul 27, 2026
Size
13,710 bytes
Repository stars
7
License
MIT

Turn a YouTube video, playlist or channel, podcast or audio/video file (local Whisper), academic paper (PDF / arXiv URL), book (EPUB, or PDF book via --type book), web article, or GitHub repository - or several of them at once - into an installable agent skill, and refresh such skills later. Use when the user runs /source-to-skill, or asks to convert a video, talk, lecture, podcast, episode, recording, playlist, course, channel, paper, PDF, book, EPUB, article, blogpost, or GitHub repo into a…

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

# source-to-skill

Turn a knowledge source into a structured agent skill the user can load on
demand. Supported sources: YouTube video, playlist and channel URLs,
podcasts and audio/video (Apple Podcasts, direct media URLs, local files,
any yt-dlp site via `--type audio`), arXiv URLs, local PDF papers, books
(EPUB files, or PDF books via `--type book`), web article URLs, and GitHub
repository URLs.

Usage:

- `/source-to-skill <url-or-file> [skill-slug]` — one source, one skill.
- `/source-to-skill <source> <source> ... [skill-slug]` — several sources,
  one topic skill (see "Several sources" below).
- `/source-to-skill update <skill-dir>` — refresh a skill (see "Refresh").

## Step 1 — Extract

Run from this skill's directory (the folder containing this SKILL.md —
`scripts/` and `tools/` live next to it):

    python3 scripts/extract.py "<source>"

- `.epub` files are detected as books automatically. A `.pdf` defaults to
  the paper parser — when the PDF is a book, add the override:
  `python3 scripts/extract.py "<source>" --type book`. If it is unclear
  whether a PDF is a paper or a book, ask the user before extracting.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add michalstrnadel/source-to-skill/source-to-skill@sha256:caf0dd3ddb69de5c

The line at the top of this page pins the label git:20261005.49397ad, 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_nwodnhqwdmf7zpme.svg)](https://markdownregistry.com/a/art_nwodnhqwdmf7zpme)

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

Versions

The registry has recorded 3 versions of this file, between Jul 27, 2026 and Oct 5, 2026, about one every 35 days.

versioncommittedcommitsizeaudit
git:20261005.49397ad latest2026-10-05 49397ad 13,710 BA view · diff
git:20261004.33810fc2026-10-04 33810fc 13,098 BA view · diff
git:20260727.350ec012026-07-27 350ec01 7,139 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 (13710 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

michalstrnadel/source-to-skill · 7 stars · license MIT · pushed 2026-10-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nwodnhqwdmf7zpme
GET https://markdownregistry.com/api/v1/resolve?ref=michalstrnadel/source-to-skill/source-to-skill
GET https://markdownregistry.com/api/v1/blob/caf0dd3ddb69de5c29e9c53f4e15ac8071c64caac908518a6b5e26fa3aa048ed

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.

More from michalstrnadel/source-to-skill

attention-is-all-you-need SKILL.md skill
michalstrnadel/source-to-skill · examples/attention-is-all-you-need/SKILL.md · The Transformer paper (Vaswani et al., NIPS 2017, arXiv 1706.03762) distilled - scaled dot-product and multi-head…
git:20261004.d77ddfa · audit A · 7 stars
building-effective-agents SKILL.md skill
michalstrnadel/source-to-skill · examples/building-effective-agents/SKILL.md · Anthropic's guide "Building Effective AI Agents" (Dec 2024) - the workflow vs. agent distinction, the augmented LLM…
git:20261004.d77ddfa · audit A · 7 stars
flask SKILL.md skill
michalstrnadel/source-to-skill · examples/flask/SKILL.md · Working reference for Flask (pallets/flask), the Python WSGI micro web framework built on Werkzeug, Jinja and Click…
git:20261004.d77ddfa · audit A · 7 stars
how-transformers-work SKILL.md skill
michalstrnadel/source-to-skill · examples/how-transformers-work/SKILL.md · How the Transformer and its attention mechanism work, synthesized from the original paper (Vaswani et al., "Attention…
git:20261004.d77ddfa · audit A · 7 stars
intro-to-large-language-models SKILL.md skill
michalstrnadel/source-to-skill · examples/intro-to-large-language-models/SKILL.md · Andrej Karpathy's 1-hour "Intro to Large Language Models" talk (Nov 2023) distilled - what an LLM is (two files -…
git:20261004.d77ddfa · audit A · 7 stars
neural-networks-3blue1brown SKILL.md skill
michalstrnadel/source-to-skill · examples/neural-networks-3blue1brown/SKILL.md · Course skill distilled from 3Blue1Brown's "Neural networks" YouTube playlist (10 videos) - from a plain MNIST digit…
git:20261005.b3e3ebd · audit A · 7 stars
pro-git SKILL.md skill
michalstrnadel/source-to-skill · examples/pro-git/SKILL.md · Git mental models, commands and workflows distilled from Pro Git (2nd ed., Chacon & Straub). Load when explaining how…
git:20261004.d77ddfa · audit A · 7 stars

Every file in michalstrnadel/source-to-skill

Other files named source-to-skill

source-to-skill SKILL.md skill
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/source-to-skill/SKILL.md · Use when compiling raw knowledge sources (transcripts, docs, PDFs, books, video notes) into structured, operational…
v1.0.0 · audit A · 24 stars

Browse by kind, by grade A, or by owner.