Research Reports

Find published research and institutional views with sources, dates and related assets.

Before running

Read access and evidence rules. Python 3.9+ is the only runtime dependency; no separate CLI or sibling Skill installation is required. Resolve <skill-dir> to the directory containing this file.

Start with a public catalogue list. --collection research lists original research; --collection news --view research selects institutional views; --collection news --view news selects news. Use --query for a title/ticker keyword and --lang zh for Chinese. Read a selected public article with --slug <returned-slug>. Attribute ratings and targets to the institution; a missing original rating stays missing. For news impact, read references/news-impact.md and run news --slug <returned-news-slug> --revision <published-revision> --lang zh (or en). This staged, key-free command reads existing public news only; it requires the news-impact.v1 backend and never starts paid analysis. On an unsupported server report unavailable rather than inventing a result. Read references/editorial-routing.md before selecting the next command. Check the returned workflow, language and published revision. A type mismatch needs the declared workflow, not a retry; a changed revision must be re-read. Never silently switch to paid analysis.

Run

python3 "<skill-dir>/scripts/run.py" research --collection research --lang en --limit 3

This command reads published data without a key or analysis-credit charge. No paid research is triggered.