./skraak dataset create --db ./db/test.duckdb --name "Test" --type unstructured
./skraak location create --db ./db/test.duckdb --dataset abc123 --name "Site A" --lat -36.85 --lon 174.76 --timezone Pacific/Auckland
./skraak cluster create --db ./db/test.duckdb --dataset abc123 --location loc456 --name "2024-01" --sample-rate 250000

./skraak create dataset --db ./db/test.duckdb --name "Test" --type unstructured
./skraak create location --db ./db/test.duckdb --dataset abc123 --name "Site A" --lat -36.85 --lon 174.76 --timezone Pacific/Auckland
./skraak create cluster --db ./db/test.duckdb --dataset abc123 --location loc456 --name "2024-01" --sample-rate 250000

**CLI Commands:** `mcp`, `sql`, `dataset`, `location`, `cluster`, `pattern`, `import`, `export`, `replay`

**CLI Commands:** `mcp`, `sql`, `create`, `update`, `import`, `export`, `replay`

## [2026-02-21] Verb-First CLI Commands

**Breaking change:** Replaced resource-first CLI commands with natural language verb-first structure.
**Before:**
```bash
./skraak dataset create --name "Test"
./skraak location update --id abc123 --name "Updated"
```
**After:**
```bash
./skraak create dataset --name "Test"
./skraak update location --id abc123 --name "Updated"
```
**Changes:**
- **`main.go`** — Removed legacy `dataset`, `location`, `cluster`, `pattern` commands
- **`cmd/create.go`** — New verb-first create handler
- **`cmd/update.go`** — New verb-first update handler  
- **`cmd/dataset.go`, `cmd/location.go`, `cmd/cluster.go`, `cmd/pattern.go`** — Exported create/update functions
- **Shell scripts** — Updated `test_bulk_import.sh` and `test_event_log.sh` to use new syntax
**Benefits:**
- Natural language flow: "create dataset" vs "dataset create"
- Consistent with `skraak import file/folder/bulk` pattern
- More intuitive for users
- Maintains clean tool separation in `@tools/` directory
**Migration:** Legacy commands now return "Unknown command" error, forcing adoption of new syntax.
---