Individual skill
polish
Strip the AI fingerprint from creator copy and lint it before it ships: removes invisible characters, em dashes, curly quotes and stock AI phrases, flags robotic sentence shapes for a rewrite, and checks captions (feed fold, 5-hashtag cap, keyword position), hooks (scored), reel scripts (timed beat sheet) and DMs (Instagram limits). Use when the creator says "make it sound human", "this sounds like AI", "humanize", "check my caption", "proofread this", "is this ready to post", and before any other skill in this pack hands over final copy.
skills/polish/SKILL.md
Source commit 76610290298533e261ee38b8231c76b300f191a4
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 7, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 5
- Repository last updated
- Oct 27, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- ai-agents Repository topic
- claude Repository topic
- claude-code Repository topic
- claude-skills Repository topic
- content-creation Repository topic
- creator-economy Repository topic
- dm-automation Repository topic
- hooks Repository topic
- instagram Repository topic
- engineering Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 3,761 bytesSKILL.mdcore · 3,761 bytesscripts/polish.pyruns · 16,344 bytesscripts/rules.jsonasset · 3,742 bytes
Read excerpt
# polish
AI-written captions read the same: em dashes, "unlock", "game-changer", "it's not just X, it's Y", and the same rhythm in every line. Audiences notice in a second. This skill cleans what can be cleaned automatically and flags the rest for a human-quality rewrite.
Commands use `python3`. On Windows, use `python`.
## The tool
`scripts/polish.py`. Standard-library Python, runs offline, nothing is uploaded.
```bash
python3 scripts/polish.py draft.txt # caption lint (default)
python3 scripts/polish.py hooks.txt --mode hook # rank hooks, one per line
python3 scripts/polish.py script.txt --mode script --target 30 # [0:03] timestamps are fine