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Get Started Free →Generates a structured research briefing for a topic or person as a Markdown scaffold (stdout or file). No persistent store.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | -58% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -26% | 0% |
| case-01 | ✗→✓ | ▲ Improved | -18% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -13% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -29% | 0% |
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> Deutsch — Offizielle Deutsch-Version / Documento Oficial en Deutsch.
Structured research briefing for a topic or person
Generates an empty, structured Markdown briefing for any subject (person, company, event, concept). The scaffold serves as a starting point for subsequent research with research-agent or web-reading.
| Phrase | Action | |---|---| | "Create a briefing on Marie Curie" | Scaffold: person, type=person | | "Dossier on OpenAI" | Scaffold: company, type=organization | | "Briefing on quantum computing" | Scaffold: topic, type=topic | | "Prepare a research briefing on COP30" | Scaffold: event, type=event |
-o file.md).research-agent or web-readingto fill in missing sections.
bash# Briefing to stdout (Deutsch) PYTHONDONTWRITEBYTECODE=1 python dossier_briefing_core.py "Marie Curie" --typ person # Write to file (Deutsch) PYTHONDONTWRITEBYTECODE=1 python dossier_briefing_core.py "OpenAI" --typ organization -o briefing_openai.md # Topic briefing (Deutsch) PYTHONDONTWRITEBYTECODE=1 python dossier_briefing_core.py "Quantum computing" --typ topic # Event (Deutsch) PYTHONDONTWRITEBYTECODE=1 python dossier_briefing_core.py "COP30" --typ event # Without type (generic) (Deutsch) PYTHONDONTWRITEBYTECODE=1 python dossier_briefing_core.py "My topic" # Help (Deutsch) PYTHONDONTWRITEBYTECODE=1 python dossier_briefing_core.py --help
| Type | Sections | |---|---| | person | Basic data, biography/background, work & contributions, sources, notes | | organization | Profile, history, products/services, key people, sources, notes | | topic | Overview, background/context, current developments, key sources, open questions, notes | | event | Key facts, participants, background/timeline, significance, sources, notes | | unspecified | Overview, background, details, sources, notes |
No persistent store. The scaffold is only output (stdout or file), not stored in a database.
unspecified.No network access. No store. Purely local processing.
research-agent — fills the briefing scaffold with research resultsweb-reading — reads web pages and extracts content for the briefing| Version | Date | Change | |---|---|---| | 1.0.0 | 2026-06-22 | Created from BACH dossier_generator.py v1.0.0; store removed, generalised |
Other measured skills in the registry, with their headline benchmark lift.