ig-audience-insights SKILL.md skillA

ig-audience-insights from sergebulaev/instagram-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add sergebulaev/instagram-skills/ig-audience-insights@git:20261015.e867ea7

Pins git:20261015.e867ea7 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
sergebulaev/instagram-skills
Path
skills/ig-audience-insights/SKILL.md
Versions recorded
4
Latest version
git:20261015.e867ea7, committed Oct 15, 2026
First version recorded
Jul 14, 2026
Size
6,289 bytes
Repository stars
755
License
MIT

Read your Instagram niche and profile from real data via Apify, no login. Scan a hashtag for the posts traveling now (likes, comments, owner) to see the format and hook that works. Pull profile stats for any handle, yours or a competitor's: followers, posts, bio, category. Instagram hides who liked or commented on other accounts, so this is discovery plus profiles, not engagers. Triggers on "what works in my niche", "scan the hashtag", "competitor stats". Not for writing captions…

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

# Instagram Audience Insights

Turn real Instagram data into a read on what is working: which posts in your niche are traveling right now and why, and how any account (yours or a competitor's) actually performs. This is the read layer, so the skill sees real numbers instead of guessing.

One honest limit: Instagram caps and cookie-gates who **liked** or **commented** on someone else's post, so a liker or commenter roster is not reliably available for other accounts. The signal here is **niche post performance + profile stats**, which is what you can actually read on Instagram.

## When to use

- "What is working in my niche / scan the #hashtag"
- "Pull the stats for this account / how big is this competitor"
- "What format is traveling under this hashtag right now"
- "Compare my follower count to this account"

Not for writing a caption (use `ig-caption-writer`) or planning a carousel (use `ig-carousel-planner`).

## Setup (optional)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sergebulaev/instagram-skills/ig-audience-insights@sha256:c48bcef8add9ecd3

The line at the top of this page pins the label git:20261015.e867ea7, 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_4ltzenykngmvmfmd.svg)](https://markdownregistry.com/a/art_4ltzenykngmvmfmd)

3 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.

versioncommittedcommitsizeaudit
git:20261015.e867ea7 latest2026-10-15 e867ea7 6,289 BA view · diff
git:20261015.62664132026-10-15 6266413 5,688 BA view · diff
git:20260909.f16f7022026-09-09 f16f702 5,146 BA view · diff
git:20260714.117e97f2026-07-14 117e97f 5,138 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 (6289 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

sergebulaev/instagram-skills · 755 stars · license MIT · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4ltzenykngmvmfmd
GET https://markdownregistry.com/api/v1/resolve?ref=sergebulaev/instagram-skills/ig-audience-insights
GET https://markdownregistry.com/api/v1/blob/c48bcef8add9ecd3589349aadddcf68cd83156e1e2cc78bc7e36d0a072a9a383

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.

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Every file in sergebulaev/instagram-skills

Other files named ig-audience-insights

ig-audience-insights SKILL.md skill
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