Fingerprint Voice

by CaseLedgerself serveSetup: 20-30 minutes0 downloads

Fingerprint Voice takes five or more pieces of your own writing, vets them for quality and diversity, then measures the observable features that actually carry a voice - sentence-length distribution, opening moves, transitions, punctuation habits, contraction rate, register and signature phrases - via a bundled Python script. It extracts the AI anti-patterns you never produce, runs a generate-critique-refine calibration loop, scores the match against a rubric, and emits a voice profile plus a Claude custom Style and a shorter Project-instructions block, with exact paste locations for each.

Included assets

voice-clone.skill - installable Claude skill package
setup-guide.md - installation walkthrough for Claude app Projects and Claude Code
flow.md - end-to-end flow diagram and step reference
qa-checklist.md - validation checklist before first production use
useful-commands.md - command phrases for setup, calibration, and troubleshooting
research-notes.md - cited research behind the approach

Capabilities

brand-voice-adaptationvoice-profilingwriting-sample-analysis

Setup requirements

Cowork or Claude Code - both run the bundled Python script and persist settings between sessions; the Claude app can do neither
Code execution and file creation enabled in Claude settings - the skill installs via Settings > Customize > Skills
Five or more samples of your own writing, ideally spanning more than one genre
Python 3 available locally for deterministic feature measurement, or acceptance of approximate hand counts
Your primary genre and target audience for first-run setup
Confirmation that the samples are your own writing - the skill enforces this boundary
Willingness to run at least one calibration round, since a one-shot profile rarely lands

Support includes

Self-serve setup guide covering Cowork, the Claude app, and Claude Code
Flow diagram and step reference for profiling and calibration
Feature extraction guide explaining what each measured feature means
AI anti-pattern catalogue of tells to strip
Troubleshooting path for output that still sounds generic

Implementation context

Target use case

AI writing voice replication

educationTurn five of your own writing samples into a reusable voice profile and Claude Style in under half an hour

Package contents

v1.0.0

voice-clone.skill
other · 39 KB
installable Claude skill package
Setup Guide
document · 11 KB
installation walkthrough for Claude app Projects and Claude Code
Flow
document · 5 KB
end-to-end flow diagram and step reference
QA Checklist
document · 5 KB
validation checklist before first production use
Useful Commands
document · 4 KB
command phrases for setup, calibration, and troubleshooting
Research Notes
document · 8 KB
cited research behind the approach

Fingerprint Voice

by CaseLedgerself serveSetup: 20-30 minutes0 downloads

Included assets

voice-clone.skill - installable Claude skill package

setup-guide.md - installation walkthrough for Claude app Projects and Claude Code

flow.md - end-to-end flow diagram and step reference

qa-checklist.md - validation checklist before first production use

useful-commands.md - command phrases for setup, calibration, and troubleshooting

research-notes.md - cited research behind the approach

Fingerprint Voice

Included assets

Capabilities

Setup requirements

Support includes

Implementation context

AI writing voice replication

Package contents

Browse automation packs that are ready to buy

Fingerprint Voice

Included assets

Capabilities

Setup requirements

Support includes

Implementation context

AI writing voice replication

Package contents

Browse automation packs that are ready to buy