# skiffr > Open-source job application autofill that learns from your corrections. Early development, not released. Every link below is the raw markdown of a docs page. Append `.md` to any docs url, or send `Accept: text/markdown`. ## Docs - [Introduction](https://docs.skiffr.findmalek.engineer/docs/index.md): What Skiffr is made of and where to find things. - [Setup](https://docs.skiffr.findmalek.engineer/docs/setup.md): From a fresh clone to every app running locally. - [The extension](https://docs.skiffr.findmalek.engineer/docs/extension.md): Install it, connect it to your api, and what it does on a page. - [Form snapshots](https://docs.skiffr.findmalek.engineer/docs/snapshots.md): Turn a real application page into a sanitized test fixture with one command. - [The dashboard](https://docs.skiffr.findmalek.engineer/docs/dashboard.md): Profile, answers, queue and stats. - [Environment](https://docs.skiffr.findmalek.engineer/docs/environment.md): One root .env feeds every app. - [Structure](https://docs.skiffr.findmalek.engineer/docs/structure.md): Apps, packages and the rules between them. - [Scripts](https://docs.skiffr.findmalek.engineer/docs/scripts.md): Every command in the root package.json. - [Deploy](https://docs.skiffr.findmalek.engineer/docs/deploy.md): Ship the apps on Vercel or your own server. - [Previews](https://docs.skiffr.findmalek.engineer/docs/previews.md): A running copy of every pull request, with its own database and bucket. - [How skiffr learns](https://docs.skiffr.findmalek.engineer/docs/learning.md): Lookup order, what is learned, what never is, and how skiffr advises you. - [Gmail job emails](https://docs.skiffr.findmalek.engineer/docs/gmail.md): Turn LinkedIn, Indeed and Glassdoor job alerts into queued jobs. - [Job sources](https://docs.skiffr.findmalek.engineer/docs/sources.md): Watch careers pages and feeds and queue the new postings. - [CV tailoring](https://docs.skiffr.findmalek.engineer/docs/cv-tailoring.md): Tailor your Reactive Resume to a job, with a copy per application and never a new fact. - [Observability](https://docs.skiffr.findmalek.engineer/docs/observability.md): Optional error reports, analytics, logs and model call traces, and what each one is allowed to send. - [Privacy and data flow](https://docs.skiffr.findmalek.engineer/docs/privacy.md): Exactly what leaves your machine, and where it goes. - [Product and roadmap](https://docs.skiffr.findmalek.engineer/docs/roadmap.md): Who skiffr is for, what job seekers complain about, where skiffr stands today, and what comes next. ## Optional - [llms-full.txt](https://docs.skiffr.findmalek.engineer/llms-full.txt): every page in one markdown file