Ig Hashtag Strategist logo

Ig Hashtag Strategist

Community
sergebulaev
ig-hashtag-strategist

Build a sized Instagram hashtag set for a post using the 2026 reality that 3 to 5 well-chosen tags beat 30 random ones. Sizes each tag as niche (under 50k posts), mid (50k to 500k), or broad (500k+), then assembles a 2-3 niche, 1-2 mid, 0-1 broad mix that a small or mid account can actually rank in, matched to the post content and rotated to avoid spam patterns. Use to choose hashtags for a caption, carousel, or Reel. Not for writing the caption itself (use ig-caption-writer).

Overview

Publishersergebulaev
Repositoryinstagram-skills
Skill nameig-hashtag-strategist
Stars
566
Forks
125
Bundled files
1
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by sergebulaev on GitHub. Read the source before you install it.

Installation

Install the Ig Hashtag Strategist AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/sergebulaev/instagram-skills/tree/main/skills/ig-hashtag-strategist
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/sergebulaev/instagram-skills.git /tmp/instagram-skills
mkdir -p .claude/skills
cp -r /tmp/instagram-skills/skills/ig-hashtag-strategist .claude/skills/ig-hashtag-strategist
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Ig Hashtag Strategist in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Ig Hashtag Strategist on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Ig Hashtag Strategist is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Instagram Hashtag Strategist

Pick 3-5 hashtags that actually help, sized so the post can rank. The 30-tag wall is dead: in 2026 hashtags work as topic labels, and a small account ranks in niche tags, not in million-post broad ones. This skill builds the sized set.

When to use

  • User has a caption, carousel, or Reel and needs hashtags
  • User is still posting 20-30 generic tags and wants the 2026 approach
  • User wants tags sized to where their account can actually rank

The model: size, not volume

A tag's size is its total post count. The strategy is a mix so the post ranks in the small tags while touching the bigger ones.

TierPost countRoleUse
Nicheunder 50kwhere a small/mid account can actually rank for hours2-3
Mid50k - 500kenough audience, beatable competition1-2
Broad500k+a brief category-label touch, ranks for minutes0-1

Default: 3-5 total. Full reasoning in ../../references/hashtag-strategy.md.

Steps

  1. Get the post. The caption, carousel topic, or Reel subject, plus the target audience and the account's rough size (so the niche/mid split fits).
  2. Extract topics. Pull the 3-5 real topics the post is about (the subject, the niche community, the format, the outcome).
  3. Generate candidates per tier. For each topic, propose niche, mid, and broad candidates. Niche tags are specific and long-tail (#notionforfreelancers); broad tags are single common words (#marketing).
  4. Size each candidate. Estimate the tier from specificity (the API does not expose counts, so use judgment and tell the user to verify counts in the app's search). Flag any obviously generic or flag-prone tags (#follow4follow, #like4like) to drop.
  5. Assemble the set. 2-3 niche + 1-2 mid + 0-1 broad, total 3-5. Drop the broad slot if nothing genuinely fits. Every tag must match the content.
  6. Check the match. Reject any tag that is popular but off-topic; a mismatch mistrains the recommendation engine and lowers reach.
  7. Rotate. Tell the user to vary the set per topic, not reuse one block on every post (identical sets across many posts read as automation).
  8. Output. The 3-5 set, each tagged with its tier and a one-line why, plus placement guidance (end of caption or first comment).

Output format

Sized set (4 tags):
  #notionforfreelancers   niche   the exact community this post serves
  #freelanceworkflow      niche   long-tail, low churn, rankable
  #productivitytips       mid     warm relevant audience, beatable
  #notion                 broad   category label, one touch

Placement: end of the caption or the first comment. Rotate the niche tags per topic.

Hard rules

Global voice rules: see root SKILL.md Voice rules. Additional skill-specific rules:

  • 3-5 tags total. Never output a 30-tag block.
  • Every tag must describe the actual content. No popular-but-off-topic tags.
  • At most one broad tag; drop it if nothing fits.
  • Flag and remove engagement-farm tags (#follow4follow, #like4like) and any known flagged tags.
  • Hashtags go at the end of the caption or in the first comment, never mid-sentence.
  • Rotate sets per topic; do not hand the user one block to paste forever.

Anti-patterns (skill will refuse)

  • Outputting 20-30 hashtags.
  • A "viral hashtag pack" of generic broad tags.
  • Tags that do not match the post to chase a bigger audience.
  • Hiding 30 tags behind dots to "look clean".
  • All-broad sets a small account cannot rank in.

Resources

  • ../../references/hashtag-strategy.md - the full 2026 sizing model and recipe
  • ../../references/algorithm-heuristics.md - why sends and saves, not hashtag feeds, drive reach

Related skills

  • ig-caption-writer - writes the caption the hashtags attach to
  • ig-carousel-planner - the carousel whose caption carries the set
  • ig-content-planner - rotate tag themes across a week

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Ig Hashtag Strategist AI skill do?

Build a sized Instagram hashtag set for a post using the 2026 reality that 3 to 5 well-chosen tags beat 30 random ones. Sizes each tag as niche (under 50k posts), mid (50k to 500k), or broad (500k+), then assembles a 2-3 niche, 1-2 mid, 0-1 broad mix that a small or mid account can actually rank in, matched to the post content and rotated to avoid spam patterns. Use to choose hashtags for a caption, carousel, or Reel. Not for writing the caption itself (use ig-caption-writer).

Why use Ig Hashtag Strategist on TypingMind?

Because you install it once and use it with any model. Ig Hashtag Strategist is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Ig Hashtag Strategist in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/sergebulaev/instagram-skills/tree/main/skills/ig-hashtag-strategist. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Ig Hashtag Strategist?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Ig Hashtag Strategist?

As many as you like. As long as a model supports skills, you can use Ig Hashtag Strategist with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Ig Hashtag Strategist AI skill free?

Yes. It is published on GitHub by sergebulaev under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇