---
name: facebook-voice-creator
description: "Build a private writing-voice skill from the user's own Facebook export, with source consent, attribution review, measured style and approved samples."
license: AGPL-3.0-or-later
compatibility: "Claude Code, Cursor, ChatGPT Codex, Claude Cowork; Python 3.11+ for offline processing"
metadata:
  hive-tier: standalone
  version: "1.0.0"
  author: "Mario Aldayuz / Littlebird"
  adaptation-maintainer: "Legion Code Inc."
  adaptation-revision: "meta-suite-0.1.0"
---

# Facebook Voice Creator

Start with [README.md](README.md). This standalone workflow builds private personal output. Loading or installing the method does not request an export, process writing or publish anything.

## When to use

Use when the user wants a personal writing-voice skill from their own Facebook export. Facebook Posts are the core source; Messages and Profile information are separately optional. For Facebook plus approved Littlebird excerpts, use the bundled [Combined Voice Creator](../combined-voice-creator/SKILL.md).

## Procedure

1. Read [consent and source selection](guides/consent-and-source-selection.md). Confirm author/profile, permitted categories, range, purpose and private workspace using the host's actual input surface. Do not fabricate a question tool or infer mining consent from general marketing setup.
2. Follow [the export guide](references/facebook-export-guide.md), inspecting the current official interface. Passwords and identity checks remain user actions. The inherited screenshot originals are held for public-distribution review; use the textual walkthrough.
3. Pause this track while Meta prepares the file. Resume with the user's archive; do not promise a fixed preparation time or create a routine automatically.
4. Read [safe processing](references/facebook-data-processing.md) and [the helper guide](scripts/README.md). Inspect first. After the recorded author/source/private-workspace confirmations, run the bounded offline helper from this skill directory. Messages and encoding repair remain opt-in. Never extract media, delete the source or recurse through unknown JSON strings.
5. Review candidate authorship and biography. Keep only the user's own attributable writing, excluding other participants, quotes/shares, uncertain authorship and AI/bot output. The helper produces pending candidates, not an approved corpus. Preserve accepted encoding-repair and source lineage.
6. Measure the actual sample and read its registers. Report sparse coverage and any unconfirmed facts. Draft useful long, short and quick-statement samples; only approved revisions enter the personal output.
7. Assemble the private skill using [the template](references/voice-skill-template.md), then follow [private packaging](guides/package-private-voice.md). Show exact files/data/destination before an account upload or installation. Use only the host's observed file/Save features.
8. Report artifacts, coverage, approvals, checks and remaining gaps. Ask about retention of task-created staging; there is no automatic destructive cleanup or source-input deletion.

## Quality and scope

Real writing only. Every fingerprint statement needs counts or attributed examples; biography needs confirmation. Generated samples are labeled and separated from the source corpus. Calibration does not promise AI-detector results or determine platform disclosure.

The reusable method never contains user exports, personal corpora or sample sets. This workflow does not authorize posting, messaging, paid generation, credential changes or repository commits. Repository source changes require the normal Security, Quality and orchestrator Repository Health gates with applicable approval.

## References map

- [README](README.md): guide map and prerequisites.
- [Research distillation](references/research/distilled-research.md): current Meta export evidence and limits.
- [Source qualifications](references/research/source-conflicts.md): inherited assumptions and access gaps.
- [Processing helper](scripts/README.md): bounded ZIP/JSON behavior, error handling and private outputs.
- [Private packaging](guides/package-private-voice.md): supported host handoff and retention.

## Critical Directive

- You must read all files and context contained within your skill.
- In the event your core knowledge does not provide sufficient guidance you must make every attempt to search the internet, related knowledge base documentation files, and other available resources to supplement your knowledge prior to proceeding with your task.
- Additional related skills can be found here:
  - [combined-voice-creator](../combined-voice-creator/SKILL.md) - Use when both Facebook and consented Littlebird sources are available.