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README.md
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| **Built-in agent** | `POST /api/agent` and MCP tool `agent_analyze` | One natural-language call; the server's own LLM loop plans and runs the tools |
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| **Files** | `GET /files/{session_id}/{filename}` | Generated SWMR docx / audit-zip downloads |
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## Tools (
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`upload_model` → `run_simulation` → then: `get_node_results`, `get_link_results`,
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`get_subcatchment_results`, `get_timeseries` (bounded series with authoritative
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`time_of_peak`), `query_results` (validated JSON plans against a 34-table SQLite
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store incl. the complete tokenized INP), `get_table_catalog`,
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`calgary_screening`, `
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RPT-### reconciliation findings), `get_reconciliation`, `run_scenario` (base never
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mutated; deterministic comparison), `attach_figure` (embed client-generated
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PNG/JPEG figures into the audited report), `generate_report` (SWMR docx + audit
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zip
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### Client-figure workflow (recommended)
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| **Built-in agent** | `POST /api/agent` and MCP tool `agent_analyze` | One natural-language call; the server's own LLM loop plans and runs the tools |
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| **Files** | `GET /files/{session_id}/{filename}` | Generated SWMR docx / audit-zip downloads |
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## Tools (18)
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`upload_model` → `run_simulation` → then: `get_node_results`, `get_link_results`,
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`get_subcatchment_results`, `get_timeseries` (bounded series with authoritative
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`time_of_peak`), `query_results` (validated JSON plans against a 34-table SQLite
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store incl. the complete tokenized INP), `get_table_catalog`,
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`calgary_screening`, `set_report_details` (site description, design objectives,
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methodology, project metadata — see the swmr-site-details skill),
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`preliminary_design_review` (deterministic findings register incl.
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RPT-### reconciliation findings), `get_reconciliation`, `run_scenario` (base never
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mutated; deterministic comparison), `attach_figure` (embed client-generated
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PNG/JPEG figures into the audited report), `generate_report` (SWMR docx + audit
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zip; APPENDIX D reproduces the model .inp and .rpt as fixed-width listings
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per the Calgary checklist, with untruncated copies archived under `model/`), `list_sessions`, `close_session`, `agent_analyze`.
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### Client-figure workflow (recommended)
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