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SKILL.md

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

install ig-audit
# install the instagram-agent-skill pack with the skills CLI
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)

skills/ig-audit/SKILL.md

MITFull file
1# ig-audit
2
3The only honest source of what works for an account is that account. Every
4rule in every Instagram guide, including the ones in this pack, is a prior.
5The user's own last 30 posts are the evidence.
6
7## Input
8
9Ask for whichever the user has:
10
11- 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 one
14 screenshot is worth more than the rest combined.
15- Or just the posts and their view counts, which is enough for a first pass.
16
17Also read `~/.claude/instagram/log.md` if it exists, since it records which
18hook formula each post used.
19
20## What to actually measure
21
22Raw views is the least useful number on the page, because it is mostly a
23function of how many people already follow the account. Compute these instead
24and show the working:
25
26| 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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