hithink-finance-research
Research workflow routing. It does not own an independent research command, but instead guides the Agent to combine data, db, and market panel to produce reproducible data evidence.
Prerequisites table
| Condition |
Action |
| First time using this domain |
Read shared rules, content already loaded in the same session can be reused |
| First execution or version change |
View capabilities --format json and target schema <id> --format json; if the combination rules are unclear, view --help |
| Need to execute a command in the table below |
First read the corresponding reference file; do not guess parameters from the command name alone |
| Whole market, paginated, multiple instruments, or long time range |
Use the --output <path> declared by the command to write to disk, and report only a summary |
Quick decision
| User intent |
Preferred command / route |
| User wants to construct a research sample/panel |
First confirm the database files and migration plan per research-workflow, then validate quality, window, and sample before exporting |
| User wants SQL statistics or factor distributions |
Use db query for small results or db export for large results |
| User wants to explain data gaps |
First data validate, if necessary data sync or data repair |
| User wants a real-time snapshot or latest rankings |
Switch to the corresponding business skill; do not retrieve data directly in research |
| User wants investment advice/strategy recommendations |
Refuse to give advice; may provide neutral data analysis boundaries |
Shortcuts
| Command |
When to use |
| research-workflow.md |
Combine data/db/market panel for neutral research data preparation |
Native commands and schema
hithink-finance capabilities --format json
hithink-finance schema <capability-id> --format json
hithink-finance data <command> --help
hithink-finance db <command> --help
hithink-finance market panel --help
The schema provides the current command options; the reference supplements business parameter relationships and acceptance methods. For global parameters, credentials, and output conventions, see the shared rules.
Boundary statement
- Only do descriptive, reproducible research assistance with clear data sources; do not generate buy/sell/hold recommendations.
- The query SQL, input file paths, output paths, row counts, and time windows must be retained for review.
