YIG-FIN-01
Financial Analysis
on duty
YiG Thinker · the drafting engine
Forty tools. No new dashboard.
Thinker drafts financial analyses, reconciliations, and close schedules in the CLI, Slack, and Excel your team already uses. No new surface, no new login. Every draft passes through your team's review before it ships.
Capabilities
Forty production tools
SQL execution, DataFrame analysis, financial calculators, visualisation, and workflow generation. Composable in a single agent loop.
Five finance workflows
GL reconciliation, month-end close, budget variance, AR ageing, and forecast model. Schedule via cron or trigger from any surface.
IM-native surface
Feishu, Teams, and Google Chat. Responds in threads, not dashboards. Your reviewer stays where the conversation already is.
CLI, TUI, and API gateway
REPL for exploration, batch for automation, FastAPI WebSocket daemon for integrations. Same agent logic across every surface.
200 k token context
An entire financial quarter in a single session. DataFrame registry with full data provenance — no data is discarded between steps.
Bring your own model
Claude, GPT-4o, Ollama, Azure, GLM, Qwen, Kimi, DeepSeek. Swap providers without changing workflows. You hold the inference contract.
∴ night shift · agent run
∴ night shift · yig-fin-01
what your auditor sees
AUDIT-TRAIL / Q2-MARGIN-RUN draft
2026-05-07T09:14:02Z RUN agent=YIG-FIN-01 workflow=q2-margin-analysis
2026-05-07T09:14:03Z FETCH source=GL rows=1204 hash=sha256:a3f91c…
2026-05-07T09:14:05Z FETCH source=warehouse rows=1204 hash=sha256:b8d43e…
2026-05-07T09:15:01Z DRAFT output=margin-analysis-q2 lines=47 status=pending
2026-05-07T09:15:01Z WAIT event=human-approval [email protected]
2026-05-07T09:22:14Z APPROVE [email protected] action=approve output=shipped
prepared by YiG · run by YIG-FIN-01 every action logged