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Business Analysis
Role: business analyst / report designer

Hand it the data. It picks the right charts, writes the narrative, and ships a polished PDF/PPT with full multilingual font support β€” no more wrestling with ugly Excel charts; the boss's weekly report ships ready to hand over.

  • Auto chart-type selection + analytical narrative
  • PDF / PPT / PNG output (full multilingual fonts)
  • Polished layout, no post-editing needed
  • Refine and follow up in natural language
Coding
Role: data engineer / Python dev

Client sent an Excel with broken columns and mixed formats? Hand off the 30-minute manual cleanup. It writes Python, runs computations, and returns a tidy file β€” and remembers your cleaning rules so next month you don't need to explain again.

  • CSV / Excel cleaning & format conversion
  • Python code authoring & execution
  • Data computation & batch processing
  • Direct file read/write in workspace
Database
Role: data analyst / DBA

Stop queueing behind engineering for numbers. Ask "which product sold best last month" in plain English in your chat app β€” it explores your database, picks the right tables, and runs the query. You never need to know the schema.

  • Natural-language queries with auto schema discovery
  • Multi-database support (PostgreSQL / MySQL ...)
  • Cross-database joined queries
  • Structured output (JSON / CSV)
Twinkle Hub
Role: Taiwan open-data curator

Need Taiwan government open data? Skip the hunt across 19 ministries. Ask in plain language β€” it finds the right dataset (52,960+ available), runs DuckDB SQL for the slice you need, and saves a clean CSV with full provenance for downstream agents.

  • 52,960+ Taiwan government datasets, 19 domains
  • DuckDB SQL filtering at the source
  • Provenance sidecar (agency, query, fetched_at)
  • Hands curated CSV off to BA / Coding agents
Your Own Agent
Any domain Β· Any workflow

Build your own Agent with the CoStaff official Agent Template, or reach out and we'll build one that fits your needs.

  • Full access to CoStaff MCP tools
  • A2A protocol compatible
  • Bring your own model
  • Deploy alongside built-in agents
They hand off to each other

Not isolated tools.
One team of AI staff that work together.

Boss says "give me Q3 south region sales report" β€” you don't summon agents one by one.
Database agent pulls orders β†’ coding agent reconciles Excel β†’ analyst agent ships the PDF. You don't manage the handoffs.
Powered by the A2A (Agent-to-Agent) protocol; the CoStaff Agent dispatches automatically.