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li-audit · LinkedIn Content Post-Mortem

Audits your already-published LinkedIn posts to show what actually worked, why, and what to stop doing.

Marketing & SEOBeginner★ 135⑂ 21AI score 9/10Last updated: Sep 7, 2026

What it does

  • Accepts a LinkedIn Analytics CSV export, per-post screenshots, or just posts plus reaction counts.
  • Ignores raw impressions and computes engagement rate, comment ratio, reach multiple (impressions / followers), and save/send rate, showing the working.
  • Puts your top 5 and bottom 5 side by side and isolates the real differentiator: hook formula, format, length, theme, first-hour replies — with day/time checked last because it's rarely the cause.
  • Outputs a blunt STOP / DO MORE verdict with sample sizes and a confidence statement, and hands conclusions to /li-plan.

Who it's for

  • Founders, freelancers and B2B marketers building an audience on LinkedIn
  • Creators who post consistently but guess at what's working
  • Anyone who wants strategy grounded in their own account data instead of generic advice

Examples

  1. Paste your analytics CSV and ask "audit my content" → ranked top/bottom tables plus a pattern report.
  2. Ask "why did this flop?" → it flags the high-reach, zero-comment listicle pattern with numbers attached.
  3. Feed the audit conclusions into /li-plan so next week's calendar is built on your evidence.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/Jakeschincariol/linkedin-agent-skill/HEAD/skills/li-audit/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the skills/li-audit folder from the GitHub repo Jakeschincariol/linkedin-agent-skill into my ~/.claude/skills/li-audit/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/Jakeschincariol/linkedin-agent-skill.git && mkdir -p ~/.claude/skills && cp -r linkedin-agent-skill/skills/* ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open your terminal.
  2. Clone the repo: git clone https://github.com/Jakeschincariol/linkedin-agent-skill.git
  3. Create the skills folder: mkdir -p ~/.claude/skills
  4. Copy the skills in: cp -r linkedin-agent-skill/skills/* ~/.claude/skills/ (copy the whole pack — this skill references hooks.json and /li-plan)
  5. Restart Claude Code, then say "read my LinkedIn analytics and audit my content" and paste your CSV or post list.
View source on GitHub ↗License: MIT