cyberneticlibrary

Generate SQL queries from natural language

write-querycommandsetup L111,239
phuryn/pm-skills
What it does

Generate SQL queries for data exploration

Best for

Quickly drafting SQL exploratory queries without manual syntax lookup.

Inputs
  • · Question/description of data need
  • · Table names and schema hints
  • · Optional: example data or context
Outputs
  • · SQL query (ready to run)
  • · Query explanation
  • · Optional: follow-up query suggestions
Requires
  • · SQL database (implied, user runs the query)
Preconditions
  • · Database credentials available to user
  • · User understands SQL syntax
  • · Schema is known or discoverable
Failure modes
  • · Generated query may have syntax errors (depends on DB dialect)
  • · Query may be inefficient or timeout on large tables
  • · Column names or table names may be guessed wrong (no schema introspection)
  • · Complex joins may over/under-aggregate
Trust signals
  • · SQL template generation
  • · Explanation of query intent
  • · Follow-up query suggestions for deeper drilling