threads-audience-insights SKILL.md skillA
threads-audience-insights from sergebulaev/threads-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sergebulaev/threads-skills/threads-audience-insights@git:20261015.8a7f435Pins git:20261015.8a7f435 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sergebulaev/threads-skills
- Path
.codex-marketplace/threads-skills/skills/threads-audience-insights/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261015.8a7f435, committed Oct 15, 2026
- First version recorded
- Jul 14, 2026
- Size
- 6,427 bytes
- Repository stars
- 60
- License
- MIT
Read your Threads (Meta) audience and niche from real data. Scan a niche query or hashtag for the top posts right now with likes, replies, reposts, and quotes, and pull a profile (yours or a competitor) for follower count, bio, verified status, and recent posts with engagement. Powered by Apify, no login. Triggers on "analyze Threads", "what is working on Threads", "top posts for", "competitor Threads profile", "niche scan", "follower count". Not for writing posts (use threads-post-writer).
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
# Threads Audience Insights Turn real Threads data into a read on what is working: which posts in your niche are landing right now and why, and how an account performs (its follower count, its recent posts, the engagement each one pulls). This is the read layer, so the skill sees actual numbers instead of guessing. One honest limit: Threads does not expose a usable list of who **liked** or engaged with a post. That data is cookie-gated, capped at around 100, and has no public API. So there is no engager roster here. The signal is **niche discovery + profile stats + per-post engagement counts** (likes, replies, reposts, quotes), which on Threads is what tells you whether a post traveled. A reply is the heaviest ranking signal on Threads, so replies matter more than raw likes when you read a winner. ## When to use - "What is working on Threads for [topic]" / "scan the niche for top posts" - "Analyze [my / a competitor's] Threads profile" - "How many followers does [account] have, and what are they posting" - "Which hooks and formats are traveling on Threads right now" …
Read the whole file at its exact version.
How to install
mdr add sergebulaev/threads-skills/threads-audience-insights@sha256:1338c35af40e8a66The line at the top of this page pins the label git:20261015.8a7f435, 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_4ik46puakquj3skh)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jul 14, 2026 and Oct 15, 2026, about one every 31 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261015.8a7f435 latest | 2026-10-15 | 8a7f435 | 6,427 B | A | view · diff |
| git:20261015.ffd5bd5 | 2026-10-15 | ffd5bd5 | 6,019 B | A | view · diff |
| git:20260909.132aab6 | 2026-09-09 | 132aab6 | 5,482 B | A | view · diff |
| git:20260714.fed9e29 | 2026-07-14 | fed9e29 | 5,468 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 (6427 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
sergebulaev/threads-skills · 60 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4ik46puakquj3skh GET https://markdownregistry.com/api/v1/resolve?ref=sergebulaev/threads-skills/threads-audience-insights GET https://markdownregistry.com/api/v1/blob/1338c35af40e8a664806ed254bf727a00c0cc22f6bba60c2606b641beab078d3
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 sergebulaev/threads-skills
Every file in sergebulaev/threads-skills