x-audience-insights SKILL.md skillA
x-audience-insights from sergebulaev/x-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sergebulaev/x-skills/x-audience-insights@git:20261015.b490dc9Pins git:20261015.b490dc9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sergebulaev/x-skills
- Path
skills/x-audience-insights/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261015.b490dc9, committed Oct 15, 2026
- First version recorded
- Jul 14, 2026
- Size
- 5,623 bytes
- Repository stars
- 169
- License
- MIT
Read your X (Twitter) audience and niche from real data. Pull a handle's recent tweets (yours or a competitor's) with likes, replies, and views, see which formats and hooks are working, read the repliers on a tweet (X gates likers, so repliers are the signal), and scan a niche query for top tweets. Powered by Apify, no login. Triggers on "analyze my tweets", "what is working on X", "read the replies", "competitor tweets", "who is engaging". Not for writing a tweet (use x-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
# X Audience Insights Turn real X data into a read on what is working: which of your tweets landed and why, who is replying, and what the accounts in your niche are doing right now. This is the read layer, so the skill sees actual numbers instead of guessing. One honest limit: X gates the list of who **liked** a tweet, so a full liker roster is not reliably available. The signal here is **repliers + tweet performance**, which on X carries the real conversation anyway. ## When to use - "Analyze my last tweets / what is working for me" - "Read the replies on this tweet" - "What are [competitor / accounts in my niche] posting" - "Scan the niche for top tweets on [topic]" Not for writing a tweet (use `x-post-writer`) or a thread (use `x-thread-builder`). ## Setup (optional) The read layer uses **Apify** (no login, no cookies). Get a free token at `https://console.apify.com/account/integrations` and set `APIFY_TOKEN`. The X actor costs about $0.15 per 1,000 tweets. No token? Paste the tweets or replies and the skill runs the same analysis on them. ## Input - A handle (yours or a competitor's), a tweet URL, or a niche query …
Read the whole file at its exact version.
How to install
mdr add sergebulaev/x-skills/x-audience-insights@sha256:8a80903873977d18The line at the top of this page pins the label git:20261015.b490dc9, 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_an2zc5anqolds5zn)
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.b490dc9 latest | 2026-10-15 | b490dc9 | 5,623 B | A | view · diff |
| git:20261015.f0cae35 | 2026-10-15 | f0cae35 | 5,289 B | A | view · diff |
| git:20260909.e698ea9 | 2026-09-09 | e698ea9 | 4,751 B | A | view · diff |
| git:20260714.5662de6 | 2026-07-14 | 5662de6 | 4,739 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 (5623 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/x-skills · 169 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_an2zc5anqolds5zn GET https://markdownregistry.com/api/v1/resolve?ref=sergebulaev/x-skills/x-audience-insights GET https://markdownregistry.com/api/v1/blob/8a80903873977d18c46e30d1c10e296c2b6beb21d34225880d8a9ee9ed78ee4e
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/x-skills
Every file in sergebulaev/x-skills