viral-reverse-engineering skillA
viral-reverse-engineering is agent-read markdown (skill) from social-media-skills/skills: Use to reverse-engineer why a piece of content went viral (or overperformed) — yours or someone else's — and extract the repeatable mechanism to apply to your own content. Run when the user says "why did this go viral," "break down this viral post/video," "reverse engineer," "what made this work," or wants to learn from viral content. Sources the observable signal first (intake, transcript, screenshots, top comments, visible stats — an agent usually can't watch a video from a link) and never fab.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
How to install
mdr add social-media-skills/skills/viral-reverse-engineering@v1.0.0mdr add social-media-skills/skills/viral-reverse-engineering@sha256:44bfe5fdcccb6a03Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_w4zn32zdrwm3b2ap)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-07-18 | 5222f27 | 7,543 B | A | view · diff |
| v1.0.0 | 2026-07-16 | 2e54555 | 7,877 B | A | view · diff |
| v1.0.0 | 2026-07-08 | 28a59a8 | 7,733 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7543 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
social-media-skills/skills · 89 stars · license MIT · pushed 2026-09-17 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_w4zn32zdrwm3b2ap GET https://markdownregistry.com/api/v1/resolve?ref=social-media-skills/skills/viral-reverse-engineering GET https://markdownregistry.com/api/v1/blob/44bfe5fdcccb6a03492821ed964be54559cd7fab7a680be5e395c9f2e75368f1
Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.