---
description: Review and update the assistant system prompt (docs/assistant_system_prompt.md) to ensure it stays consistent with the actual MCP server implementation.
---

## System Prompt Maintenance

The file `docs/assistant_system_prompt.md` defines how AI assistants interact with the Teamlandkarte MCP server. It must stay in sync with the actual implementation.

### What to Check

1. **Tool inventory**: Every `@mcp.tool()` in `src/teamlandkarte_mcp/mcp_server.py` must be documented in the "Tools and when to use them" section.
2. **Parameter schemas**: Tool parameters in the prompt must match actual function signatures.
3. **Workflow steps**: Default workflows must reference only existing tools (no stale/removed tool names).
4. **Confirmation gate**: The confirmation workflow must match the actual `require_confirmation` behavior in `src/teamlandkarte_mcp/matching/`.
5. **Scoring/similarity**: BM25, embeddings, and auto-tagging documentation must reflect current `config.toml.example` options.
6. **Consistency with Kiro agent**: `.kiro/agents/teamlandkarte.md` should mirror the system prompt content.

### Sync Targets

When updating the system prompt, also update:
- `.kiro/agents/teamlandkarte.md` (Kiro agent definition)
- `.github/prompts/teamlandkarte-matching-assistant.prompt.md` (Copilot skill)

### Validation Steps

1. Read `src/teamlandkarte_mcp/mcp_server.py` — list all `@mcp.tool()` functions
2. Compare against the "Tools and when to use them" section in the prompt
3. Check for stale references (tools that were removed or renamed)
4. Check for missing tools (new tools not yet documented)
5. Verify parameter names and types match
6. Run `uv run pytest` to confirm nothing is broken