reel-discovery SKILL.md skillA
reel-discovery from puntorigen/avatar-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add puntorigen/avatar-skills/reel-discovery@git:20260709.ec45941Pins git:20260709.ec45941 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- puntorigen/avatar-skills
- Path
reel-discovery/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260709.ec45941, committed Jul 9, 2026
- Size
- 13,325 bytes
- Repository stars
- 6
- License
- MIT
Find highly-ranking PUBLIC short videos/reels by TOPIC (keyword/hashtag) or by BUSINESS (brand name/handle) across YouTube, TikTok, Instagram and Facebook, then rank them by views/engagement/velocity into one unified manifest. Free-first (YouTube Data API + tikwm + Instagram web endpoints) with an optional paid Apify upgrade for robust TikTok keyword search, Instagram topic search and all Facebook discovery (Facebook has no free anonymous path). Optionally downloads the top N MP4s ready for…
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
# Reel Discovery (rank top public reels by topic or business) Search YouTube, TikTok, Instagram and Facebook for the best-performing public short videos about a **topic** or a **business**, normalize every hit into one schema, rank by views / engagement / velocity / recency, and write a unified manifest. Optionally download the top N so they flow straight into [`video-scene-analysis`](../video-scene-analysis/SKILL.md) and then [`reel-restyle`](../reel-restyle/SKILL.md). This is the discovery front-door of the avatar pipeline: **discover topic/competitor winners -> analyze their structure -> restyle for your avatar.** ## When to use - "Find the top reels about <topic> on TikTok / YouTube / Instagram." - "What short videos are performing best for <business / competitor>?" - "Get me reference reels to analyze and restyle for my avatar." ## Decision tree ``` What is the query? ├── A TOPIC (keyword / hashtag) -> --topic "ai productivity" │ YouTube : real keyword search (Data API or yt-dlp) │ TikTok : real keyword search (tikwm feed/search; hashtag fallback) │ IG : hashtag (best-effort free; reliable only with APIFY_TOKEN) …
Read the whole file at its exact version.
How to install
mdr add puntorigen/avatar-skills/reel-discovery@sha256:334b181613754fefThe line at the top of this page pins the label git:20260709.ec45941, 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.
[](https://markdownregistry.com/a/art_vfklbcjgvs5nhzph)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 9, 2026.
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 (13325 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
puntorigen/avatar-skills · 6 stars · license MIT · pushed 2026-09-15 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vfklbcjgvs5nhzph GET https://markdownregistry.com/api/v1/resolve?ref=puntorigen/avatar-skills/reel-discovery GET https://markdownregistry.com/api/v1/blob/334b181613754fef2d532a41b399193d3e2d5bf587226c3aaa6552ac9a58aa79
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.