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# German Learning — Co-learning Context Repo
This repo tracks what I've actually covered across German-learning materials
(course books, workbooks, audio transcripts, and answer keys), lesson by
lesson, so that Claude (or any LLM) has exact context on my vocabulary and
grammar level when we study together. *Menschen A1.1* is the first source;
later books can be added alongside it.
## How to use this with Claude
At the start of a study session, point Claude at the relevant lesson file(s)
(e.g. `A1.1/lektion-05.md`), or the whole `A1.1/INDEX.md` for a running
summary. Ask Claude to only use vocabulary/grammar that appears in those
files (or earlier lessons) when creating exercises, example sentences, or
corrections — this keeps practice within what I've actually learned.
## Structure
```
A1.1/
lektion-XX.md ← everything for one lesson: vocab, grammar, communication
patterns, course book + workbook exercise summaries,
official audio transcripts, answer key highlights
_template.md ← template used to build each lektion-XX.md
INDEX.md ← one-line summary of every lesson so far
A1.2/ ← added once I move on to the next book
...
scripts/
transcribe.py ← local ASR fallback (faster-whisper) for audio with no
official transcript
```
Each lesson is one combined file rather than separate course-book/workbook
files, because *Menschen*'s workbook exercises constantly reference course
book sections (e.g. "KB 2b") and share the same grammar — splitting them
apart would just duplicate content.
## Adding a new lesson
1. Get the course book pages, workbook pages, and (if available) the
official Hueber Transkriptionen PDF pages for that lesson — as PDFs,
photos, or a folder path.
2. Claude extracts/summarizes content into `lektion-XX.md` using
`_template.md`: vocabulary (from the workbook's Lernwortschatz page),
grammar boxes, communication patterns, a brief summary of what each
exercise practices (not full exercise text), audio transcripts, and
answer key highlights.
3. Review and correct anything Claude got wrong or over-summarized.
4. Update `INDEX.md` with a one-line entry for the lesson.
5. Commit.
## Audio (listening exercises)
Hueber releases official **Transkriptionen** PDFs for both the Kursbuch
(course book) and Arbeitsbuch (workbook) — these are the primary source for
audio content, not the *Lösungsschlüssel* (answer key — a different
document). Raw audio files are **not** stored in this repo (see
`.gitignore`); only transcripts (text) are, since that's what gives Claude
context.
Primary workflow — official transcripts:
1. Get the Kursbuch and Arbeitsbuch Transkriptionen PDFs for the relevant
book (A1.1, A1.2, ...).
2. Extract the per-track dialogue text into that lesson's `.md` file under
"Audio / Listening", marked as official-sourced.
3. No review needed for accuracy — these are publisher-official text, not ASR.
Fallback workflow — local ASR (only if no official transcript exists for a
given track, e.g. supplementary listening material):
1. Get the audio files locally (publisher CD/app/download), any folder
outside git.
2. Run `scripts/transcribe.py` (uses `faster-whisper` on GPU) to transcribe
them:
```bash
pip install faster-whisper
python scripts/transcribe.py "<path-to-lesson-audio>" "A1.1/transcripts/lektion-XX"
```
3. Skim the `.txt` output for ASR mistakes (names, numbers, fast speech) and
fix them.
4. Reference/paste the transcript into the lesson's `.md` file under "Audio
/ Listening", flagged as ASR-generated — transcripts are small text
files so committing them is fine.
## Adding a new book (e.g. A1.2)
Copy the `A1.1/` folder structure (minus content) into a new `A1.2/` folder
and repeat the process.