Voice Sampler
Free gateway skill from the Ghostwriter Desk bundle by GarphenGate.
Three pasted samples in, a starter voice profile out: the fast version of the desk's onboarding, honest about what three samples can't show.
Procedure
- Take three samples of one person's writing (posts, emails, anything they actually wrote), each labeled written or spoken if known.
- Extract the visible mechanics: sentence length pattern, contraction rate, punctuation habits, how they open and close.
- Extract the visible fingerprint: repeated phrases, metaphor territory, humor register, hedging style.
- Draft three NEVER SAYS entries by contrast with the samples, marked INFERRED, because negative space from three samples is a guess with reasons.
- Prove it works: write two sentences on a neutral topic in the profiled voice, side by side with a generic version of the same sentences, so the difference is visible.
- List the gaps: what a full profile would add (beliefs, disagreement style, validation test) and which two additional samples would help most.
Output
STARTER VOICE PROFILE (from 3 samples)
MECHANICS: <observed patterns>
FINGERPRINT: <phrases, metaphors, humor, hedging>
NEVER SAYS (INFERRED): <3 items>
PROOF: in-voice: "<2 sentences>" vs generic: "<same 2, plain>"
GAPS: <what's missing + the 2 samples to add>
Rules
- Never present a three-sample profile as complete; the GAPS section ships every time.
- Never infer beliefs or stances from three samples; mechanics and fingerprint only, the rest is labeled out of reach.
- The proof sentences stay neutral in topic; demonstrating voice on controversial content invites trouble the sampler doesn't need.
Degradation
With fewer than three samples, run on what's given, shrink the claims accordingly, and say which findings would likely change with a real corpus.
Like this? This is the free gateway skill for Ghostwriter Desk by Moltline Studio. The paid listing: https://www.agensi.io/skills/ghostwriter-desk-persona
1---2name: ghostwriter-desk3description: Paste three samples of someone's writing and get a starter voice profile back; use to see voice modeling work before onboarding a real client.4---56# Voice Sampler78*Free gateway skill from the Ghostwriter Desk bundle by GarphenGate.*910Three pasted samples in, a starter voice profile out: the fast version of the desk's onboarding, honest about what three samples can't show.1112## Procedure13141. **Take three samples** of one person's writing (posts, emails, anything they actually wrote), each labeled written or spoken if known.152. **Extract the visible mechanics**: sentence length pattern, contraction rate, punctuation habits, how they open and close.163. **Extract the visible fingerprint**: repeated phrases, metaphor territory, humor register, hedging style.174. **Draft three NEVER SAYS entries** by contrast with the samples, marked INFERRED, because negative space from three samples is a guess with reasons.185. **Prove it works**: write two sentences on a neutral topic in the profiled voice, side by side with a generic version of the same sentences, so the difference is visible.196. **List the gaps**: what a full profile would add (beliefs, disagreement style, validation test) and which two additional samples would help most.2021## Output2223```24STARTER VOICE PROFILE (from 3 samples)25MECHANICS: <observed patterns>26FINGERPRINT: <phrases, metaphors, humor, hedging>27NEVER SAYS (INFERRED): <3 items>28PROOF: in-voice: "<2 sentences>" vs generic: "<same 2, plain>"29GAPS: <what's missing + the 2 samples to add>30```3132## Rules3334- Never present a three-sample profile as complete; the GAPS section ships every time.35- Never infer beliefs or stances from three samples; mechanics and fingerprint only, the rest is labeled out of reach.36- The proof sentences stay neutral in topic; demonstrating voice on controversial content invites trouble the sampler doesn't need.3738## Degradation3940With fewer than three samples, run on what's given, shrink the claims accordingly, and say which findings would likely change with a real corpus.4142---4344*Like this? This is the free gateway skill for **Ghostwriter Desk** by Moltline Studio. The paid listing: https://www.agensi.io/skills/ghostwriter-desk-persona*
GarphenGate