Intelligence · Component · topic-report-generation
Hot-topic research reports
What it does
Detect frequent recent tags and generate stored deep reports with cases, comparisons and strategic analysis.
Core pattern
Frequent topic selection + source-supported report drafts
- Input
- Analyzed article set
- Output
- Topic report and supporting source context
Key parameters
| Name | Type | Default | Values |
|---|---|---|---|
| operation | string | discover_topics | discover_topics · generate · read |
| lookback_days | integer | 30 | 1–3650 |
| min_topic_count | integer | 3 | 1–1000000 |
| model_config | — | — | — |
| report_prompt | — | — | — |
Maturity and limits
news:report scans 48-hour articles and requires a topic cluster. Phase 2: source paths and implementation inspected statically; tests and external integrations were not executed. Maturity rates repository implementation, not a verified production deployment.
composer.json declares MIT but retains Laravel scaffold metadata; confirm application rights. Source/site terms, personal data and LLM accuracy matter. Several schedules are commented out; tests are mainly scaffold auth tests.
1 sentence citing source paths or vendor names omitted for publication.
Used in pipelines
Industry tags
- Media & contentSource-supported industry
For work involving editorial material, programs and reader services, use frequent topic selection followed by source-supported report drafts.
- EnergyTransferable use
For equipment supplier and regulatory update briefs, use frequent topic selection followed by source-supported report drafts.
- Legal servicesTransferable use
Support “Organize positions and citations” with frequent topic selection followed by source-supported report drafts.
Skills pack
Contract scaffold and deterministic mock
Download · 11KBSHA-256 9be3ec5426152f244b350c4f1bec99484126ad92c2eed414095e61e2a30351f0
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