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combined-voice-creator

Builds a personal writing-voice skill from Littlebird memory and Facebook export data.

84|37|Updated May 23, 2026
Search Tags:#writing style#content generation#personal branding#voice cloning#littlebird#facebook export#stylometrics
One-click install
npx skills add https://github.com/legioncodeinc/vibe-coding-tools --skill combined-voice-creator-legioncodeinc
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: combined-voice-creator
Source: https://github.com/legioncodeinc/vibe-coding-tools/tree/main/src/quarantine/skills/keep/combined-voice-creator
Command: npx skills add https://github.com/legioncodeinc/vibe-coding-tools --skill combined-voice-creator-legioncodeinc

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve? AI-generated writing never sounds like you because the model has never seen your actual sentences. This Skill mines your real writing from two sources and produces a calibrated voice skill that drafts content matching your authentic style. ## Core Features & Use Cases - Dual-source corpus building: Mines Littlebird memory via MCP (captured writing, messages, meeting speech) and ingests a Facebook data export (posts, messages, profile) with a screenshot-guided export walkthrough. - Scripted stylometric analysis: Counts dashes, ellipses, emoji, exclamation rates, hashtags, openers, and length distribution, plus qualitative register reading across both corpora. - User-confirmed output: Every biography fact and sample draft is confirmed via approval checkpoints before packaging into a skill with fingerprint, anti-AI rules, corpus, and samples references. - Use Case: A founder wants Claude to draft social posts and replies that sound like them. They run this Skill, export their Facebook data while Littlebird is mined in parallel, approve the analysis and samples, and receive an installed voice skill that other skills compose with. ## Quick Start Ask Claude to build my voice skill using both my Littlebird data and my Facebook export.

Frequently Asked Questions about combined-voice-creator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make Claude write in my personal voice?▼

Run this Skill to mine your real writing from Littlebird and a Facebook export, then it builds a calibrated voice skill with a linguistic fingerprint, anti-AI rules, and approved samples. The resulting skill is used whenever Claude drafts content as you.

What data do I need to build a voice skill from Facebook?▼

You need a Facebook data export in JSON format containing Posts (required), with Messages and Profile information optional but recommended. Choose a 6-month or 1-year date range and lower media quality, since media is deleted during processing.

Can I use this if I only have Littlebird or only Facebook data?▼

No, this Skill requires both sources. If you only have Littlebird, use littlebird-voice-creator instead; if you only have a Facebook export, use facebook-voice-creator. This combined version produces the most complete voice profile.

Does the voice skill keep my private Facebook messages?▼

No. Only messages where the sender name matches your confirmed Facebook display name are kept, and all raw export and mined data is deleted after packaging. The shipped skill contains only your confirmed, approved writing.

Why does the Facebook export take so long to process?▼

Facebook itself takes 2-3 hours to build the export archive and gives you four days to download it. The Skill starts the export first and mines Littlebird data in parallel while you wait.

What happens if Littlebird retrieval returns no data?▼

The run stops. The Skill follows a real-data-or-nothing rule and never fabricates a corpus, since invented samples would produce a generic voice that reads as AI-generated.

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