Install
$ agentstack add skill-sergebulaev-instagram-skills-ig-hashtag-strategist ✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
About
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.
| Tier | Post count | Role | Use | |---|---|---|---| | Niche | under 50k | where a small/mid account can actually rank for hours | 2-3 | | Mid | 50k - 500k | enough audience, beatable competition | 1-2 | | Broad | 500k+ | a brief category-label touch, ranks for minutes | 0-1 |
Default: 3-5 total. Full reasoning in ../../references/hashtag-strategy.md.
Steps
- 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).
- Extract topics. Pull the 3-5 real topics the post is about (the subject,
the niche community, the format, the outcome).
- 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).
- 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.
- 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.
- Check the match. Reject any tag that is popular but off-topic; a mismatch
mistrains the recommendation engine and lowers reach.
- 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).
- 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 toig-carousel-planner- the carousel whose caption carries the setig-content-planner- rotate tag themes across a week
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: sergebulaev
- Source: sergebulaev/instagram-skills
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.