Skills for Real Engineers. Straight from my .agents directory.
ig-audit
Agent skill fromJakeschincariol/instagram-agent-skill
Post-mortem on what the user has already posted - which reels actually worked, why, and what to stop making. Use when the user pastes their Instagram insights or past posts and asks "what's working", "why did this flop", "read my analytics", "audit my content", or wants to know what to do more of.
How to install ig-audit
npx skills add Jakeschincariol/instagram-agent-skill# or add only this skill to Claude Code: copy the folder
skills/ig-audit/
# into
~/.claude/skills/ig-audit/ (all projects)
.claude/skills/ig-audit/ (one project)
1# ig-audit23The only honest source of what works for an account is that account. Every4rule in every Instagram guide, including the ones in this pack, is a prior.5The user's own last 30 posts are the evidence.67## Input89Ask for whichever the user has:1011- Insights per post: views, reach, interactions, watch time, saves, shares,12 follows, and the non-follower share of reach. Screenshots are fine.13- Or the retention graph for their best and worst recent reels. This one14 screenshot is worth more than the rest combined.15- Or just the posts and their view counts, which is enough for a first pass.1617Also read `~/.claude/instagram/log.md` if it exists, since it records which18hook formula each post used.1920## What to actually measure2122Raw views is the least useful number on the page, because it is mostly a23function of how many people already follow the account. Compute these instead24and show the working:2526| metric | how | what it tells you |27| --- | --- | --- |28| **Outlier multiple** | views / the account's own median views | whether this was a real hit or a normal day |29| **Non-follower reach** | % of reach from people who do not follow | whether it travelled at all |30| **Hold at 3s** | viewers still there at 3s / viewers who started | whether the hook worked. This is the hook's grade. |31| **Average watch time** | straight from insights | whether the middle worked |32…
Excerpt shown under the repository's MIT license.
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