Add HANDOFF.md with session state and continuation instructions
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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# Handoff — KNIEPUNKT Assistant
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## What was built
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A Python CLI assistant (`main.py`) for Dr. André Knie's weekly KNIEPUNKT editorial workflow.
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Six steps: **research → source assessment → storyline → draft → quality → publication**
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Multi-LLM support (Claude, ChatGPT, Gemini, Mistral) for storyline and draft steps.
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All other steps use Claude only (web search + analytical tasks).
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Read `SPEC.md` and `AGENTS.md` — they are the source of truth.
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## Current git state
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- **Branch:** `agent/build-kniepunkt-assistant-20260424-75734895`
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- **Base:** `master`
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- **Commit:** `e08c484` — initial build, all files committed and pushed
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- **PR:** not yet opened — open at https://git.d-hive.de/ankn/Kniepunkt targeting `master`
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## Remote access
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SSH is broken (`gitssh.d-hive.de:80` is an HTTP reverse proxy; port 22 times out).
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Use HTTPS only. Token is embedded in the remote URL — check with `git remote -v`.
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If token expires: generate a new one at https://git.d-hive.de → Settings → Applications.
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## How to run
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```bash
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export PATH="$HOME/.local/bin:$PATH"
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# fill in .env with API keys first
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uv run --env-file .env python main.py
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```
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## API keys (.env)
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```
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ANTHROPIC_API_KEY= # required (also used for web search)
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OPENAI_API_KEY= # optional — enables ChatGPT in storyline/draft steps
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GOOGLE_API_KEY= # optional — enables Gemini
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MISTRAL_API_KEY= # optional — enables Mistral
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```
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Providers with missing or failing keys are silently skipped.
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## Episode source material
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34 existing KNIEPUNKT episodes in `KNIEPUNKTe/`.
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First run builds `episodes_cache.json` (cached redundancy index) — this is gitignored and stays local.
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## Sessions
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Each weekly run saves state to `sessions/YYYY-MM-DD.json` (gitignored).
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The final publication package is saved to `sessions/YYYY-MM-DD_publikation.md`.
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Interrupted sessions can be resumed on next run.
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