Input modes
3text · Twitter/X · YouTubeSource-driven skill builder
Creator material,turned intoreusable skills.
Creator Skill Generator turns creator corpora into portable, SKILL.md-centered packages that can be reused in Codex and Claude Code.
Generation overviewCreator Skill Generator
LiveBundle parts
4SKILL.md · refs · agents · zipSKILL.mdgenerating...
# Writing in the voice of @creator
tone: direct, evidence-first, no fluff
format: hook → proof → CTA
## Rules
- Open with the hardest claim
- Every claim needs evidence
## References
See references/examples.md
Grounded generation
Skills are extracted from real creator material, not blank templates. Every rule, example, and constraint comes from evidence in the source corpus.
Multi-source ingestion
Paste raw text, drop a YouTube URL, or link a Twitter/X thread. The backend normalises every format into the same structured extraction pipeline.
Progressive disclosure
SKILL.md stays focused and scannable. Heavier examples, framework notes, and source transcripts move into references/, loaded only when needed.
Portable zip export
Every bundle ships as a self-contained zip: SKILL.md, references/, and optional agent metadata, ready to drop into any Codex or Claude Code project.
Feed it real creator material
Drop in YouTube transcripts, Twitter/X threads, long-form notes, or raw scripts. The backend reads each source and extracts recurring patterns: tone, structure, constraints, and examples that actually appear in the work.
Evidence-firstEvery extracted rule traces back to a real example in the source, not a guess or a generic prompt scaffold.
Any formatPaste raw text, or supply a YouTube URL / Twitter handle and let the ingestor fetch the transcript automatically.
Creator inputs3 sources
YouTube transcript22 segments · auto-fetched
Twitter / X thread9 posts · clustered by topic
Pasted creator notes4 long-form examples
Tone patterndirect + repeatable
Format signalhook / proof / CTA
Constraint fitreferences-ready
One backend, two workflows
v1 handles direct pasted content with fast structure extraction. v2 adds Twitter/X and YouTube ingestion, merges all signals, and feeds the same generation engine. Both return identical, consistent bundles.
- v1: raw paste, instant pattern extraction, bundle.
- v2: social + video URLs, fetched transcripts, merge, bundle.
- Same SKILL.md shape regardless of which path you use.
Generation pipelinemulti-source
Raw pastescripts · notes · posts
Social + videoTwitter/X · YouTube
Merge engine
Pattern assemblytone · structure · constraintstoneexamplesformatrules
Bundle readyGrounded skill bundleconsistent across every source path
SKILL.mdrefs/.zip
Export a bundle that travels
The finished package centres on SKILL.md. Supporting detail lives in references/ for progressive disclosure. An optional agents/openai.yaml adds metadata for OpenAI-compatible runtimes. One zip, drops anywhere.
Tool-agnostic shapeWorks in Claude Code skills, OpenAI Codex custom instructions, and any tool that can read a markdown file.
Reuse foreverStop rewriting context every session. Load the bundle once, get the creator's voice and constraints every time.
Generated packageportable export
creator-skill-pack/
SKILL.mdentrypoint
references/
framework.mdloaded on demand
examples.mdsource-backed
agents/openai.yamloptional metadata
creator-skill-pack.zipfolder + export artifact
Why it matters
Stop rewriting context every session
Every AI coding session starts cold. This project turns the creator's voice, rules, and examples into a portable package that loads once and works everywhere.
Reuse ratio∞ sessions
Write the skill once from real material. Reuse it across every project, session, and tool without rewriting context.
Skills built from real creator corpora outperform blank-template prompts because every constraint has evidence behind it, not guesswork.
The same zip works in Claude Code and OpenAI Codex. One generation workflow, deployed to every major AI coding tool.
API status
Full REST API, deployed today
The FastAPI backend is live on Railway. Generate, persist, list, fetch, export, and delete skill bundles via versioned REST endpoints.
Ready to build
Create your first skill bundle
Paste creator content, link a YouTube video, or import a Twitter/X thread. Get a reusable SKILL.md bundle in seconds.