Linkedin Humanizer
Strip the AI fingerprints out of any draft (a post, a DM, a comment) so it reads like a real person wrote it. Use before publishing anything written or edited with AI.
Install
$ agentstack add skill-styfinity-linkedin-engine-linkedin-humanizer ✓ 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.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-styfinity-linkedin-engine-linkedin-humanizer) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
LinkedIn Humanizer
The draft that reads like a machine wrote it gets ignored. This skill removes the tells and puts the human voice back in, without touching the meaning.
Inputs
- Any draft (a post, a DM, a comment): $ARGUMENTS
- The brief (persona voice, pains, offer) loads automatically, so use it to match the operator's real register.
Do this
- Remove every em-dash. Replace with a comma, a period, or " - ".
- Strip banned AI vocabulary: leverage, delve, landscape, navigate, utilize, foster, robust, supercharge, seamless, unlock, elevate, harness, empower, streamline, "game-changer", and any thesaurus word a person would not say out loud.
- Break up rule-of-three symmetric lists. Real people do not write in perfect triplets.
- Delete fake-candid openers: "Let me be honest", "Here's the thing", "I'll be the first to admit". Cut straight to the point.
- Vary the sentence length. Uniform rhythm is the loudest AI tell. Put a short one next to a long one.
- Put the human back: one casual run-on with a comma splice, plain low-reading-level words, one direct un-hedged opinion, and a flat statement (not a question) to end on.
- Keep "I" not "we" in the hook. The operator is one person, not a brand.
Output
The cleaned draft first. Then a short bullet diff: what was changed and why. Then a one-line verdict: PUBLISH, or STILL READS AI - fix these (name the exact phrases).
Rules
- Never change the meaning or the claims. Keep all numbers exactly as written.
- This is a polish pass, not a rewrite. If a line is already human, leave it.
- If anything still reads like AI after the pass, flag the specific phrase, do not silently let it through.
- No em-dashes in the output. Obviously.
- This skill only cleans drafts. It does not publish. The operator approves and posts.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: styfinity
- Source: styfinity/linkedin-engine
- License: MIT
- Homepage: https://styfinity.com
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.