---
name: combined-voice-creator
description: "Build a private writing-voice skill from consented Facebook and confirmed Littlebird writing, with attribution review, measured registers 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"
---

# Combined Voice Creator

Start with [README.md](README.md). Fuse the user's own Facebook writing with confirmed Littlebird excerpts. This is an on-demand private workflow; building or installing the plugin does not run it.

## Source choice

Read [consent and source selection](guides/consent-and-source-selection.md). Confirm each permitted source and the exact author. Facebook-only routes to the bundled [Facebook Voice Creator](../facebook-voice-creator/SKILL.md). Littlebird-only requires the separately selected optional Littlebird Voice Creator; do not claim it is bundled or installed.

## Procedure

1. Record categories, date range, output formats, privacy/retention choice and the intended private destination through the host's actual input surface. Messages, Profile information and Littlebird context each need their applicable consent.
2. Follow [Facebook export](references/facebook-export-guide.md) first so that track can wait while independent approved work continues. Inspect the current screen; leave credentials and identity challenges with the user. Use the textual walkthrough while the inherited screenshots are held for distribution review.
3. Follow [Littlebird mining](references/littlebird-mining-guide.md) only after its source consent and connection checks. Discover actual tools. Query the user's attributable writing and own speech; viewed text and capture time are not authorship evidence. Do not create routines or add context.
4. Confirm attributed excerpts and every biography fact with the user. Remove rejected material from the reviewed revision. Empty/thin results remain gaps; never fabricate a source corpus.
5. When the export arrives, follow [safe processing](references/facebook-data-processing.md) and [the helper guide](scripts/README.md). Inspect the ZIP, then process the approved known layouts in a private workspace. Optional Messages and encoding repair are explicit choices; no media extraction or input deletion occurs.
6. Merge already confirmed Littlebird excerpts using the documented private offline handoff. Preserve source tags, authored/captured-time distinctions and all duplicate-source references. Review the merged candidates before making a final personal corpus.
7. Measure the actual sample and read its registers. Where sources differ, describe register/date/sample coverage rather than average incompatible voices blindly. Confirm the persona facts and list claims that must never be invented.
8. Draft long, short and quick-statement samples that fit the requested formats. The user judges them; retain only the exact approved revisions and keep them distinct from verbatim source writing.
9. Assemble with [the template](references/voice-skill-template.md) and follow [private packaging](guides/package-private-voice.md). Present the exact file/data/destination manifest. Account upload or installation needs its applicable decision; never claim an unavailable Save button.
10. Report source coverage, approved artifacts, checks and limitations. Ask about retaining task-created staging. There is no automatic cleanup, source-input deletion, posting or background schedule.

## Quality and scope

Use real attributed words only. Every fingerprint statement needs counts or examples, every biography fact needs confirmation, and every generated sample needs approval. Voice calibration does not guarantee detector results or determine platform disclosure.

Private exports, mined excerpts, corpora, biography and approved samples stay outside marketplace source and distribution. This standalone method does not authorize credentials/configuration changes, paid generation, social publishing or repository commits. Repository source changes require the normal Security, Quality and orchestrator Repository Health gates with applicable approval.

## References map

- [README](README.md): workflow map and optional dependencies.
- [Littlebird guide](references/littlebird-mining-guide.md): current paid-plan access, attribution and offline merge.
- [Export guide](references/facebook-export-guide.md): current Meta settings routes and resumable export.
- [Research distillation](references/research/distilled-research.md): fresh official evidence.
- [Source qualifications](references/research/source-conflicts.md): legacy claims and gaps.
- [Helper guide](scripts/README.md): safe processing and distribution guard.

## 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:
  - [facebook-voice-creator](../facebook-voice-creator/SKILL.md) - Use when the approved source is the user's Facebook export only.