Lineage
Turns recorded interviews with a parent into a printed book — transcription, timeline, story separation, chapter assembly, photos, index, print-ready PDF.
Claude Code / Python / LaTeX
Demo
Problem
I have been recording interviews with my father. The hard part was never the transcription — it is that a life does not arrive in chapter order.
The deeper problem is trust. An oral history is a pile of assertions from one person's memory, and a tool that quietly fills the gaps produces something that reads beautifully and cannot be relied on.
Solution
A pipeline that builds a structure before it writes a word, and makes that structure inspectable. It transcribes the sessions, builds a family timeline, splits the tape into self-contained stories, shapes each in his voice, assembles chapters, places photographs and records, and compiles to a print-ready PDF.
Every proper noun said out loud becomes an article. Every claimed relationship carries the sentence it came from, with a source and a timestamp. Anything asserted without a quotable passage is dropped rather than smoothed over.
Analysis
That discipline is the whole design, and the number that proves it is the one on the rebuild banner: eleven relationships kept and six discarded for lack of evidence. A system that kept all seventeen would look better and be worth less.
The stubs are the other half. Over a thousand of them, and they are not a backlog — they are the list of questions for the next session.
Result
1,334 articles across 923 people, 196 places, 159 events and the rest.
The output is The Book of Daniel.
Screens

Every proper noun anyone said out loud becomes an article: 1,334 of them, 923 people. The 1,086 stubs are the useful half — they are the index of what to ask about in the next recording. 
The tree is derived, and every edge carries the line of tape it came from with a source and timestamp. The rebuild banner is the part that matters: eleven relationships with evidence, six dropped for lack of a quotable passage. 
Chapter candidates in chronological order, each with a precis drawn from the tape. A life does not arrive in chapter order, so this is the step that puts it in one.