Use AI-assisted scaffolding when you want domain hints, local discovery, or project memory during project creation.
| Option | Description |
|---|
--target-dir, -d DIR | Target directory for project creation |
--provider, -p NAME | Provider hint |
--domain NAME | Domain hint such as finance, healthcare, retail, or telco |
--blank | Create an empty contract without LLM help |
--dry-run | Preview without creating files |
--non-interactive | Use defaults without prompting |
--context VALUE | Additional JSON context or a path to a context file |
| Option | Description |
|---|
--llm-provider NAME | LLM provider |
--llm-model NAME | Model identifier |
--llm-endpoint URL | Override the model endpoint |
| Option | Description |
|---|
--discover | Inspect local files before generation |
--no-discover | Skip local discovery |
--discovery-path PATH | Add extra paths to scan |
--memory | Load copilot memory |
--no-memory | Skip memory for this run |
--save-memory | Persist memory after a successful run |
--show-memory | Print memory summary and exit |
--reset-memory | Delete memory and exit |
fluid forge
fluid forge --provider gcp
fluid forge --domain finance
fluid forge --llm-provider openai --llm-model gpt-4o-mini
fluid forge --blank --target-dir ./out
- The current promoted syntax is
fluid forge, not fluid forge --mode copilot. - Use
--domain for built-in domain guidance instead of the older --mode agent flow shown in some legacy docs. - Discovery and memory guides live in the advanced docs: discovery and memory.
--domain gives the copilot a high-level role (finance, healthcare, retail, telco). For deeper domain knowledge — the vocabulary, typical data products, standard fact tables, regulatory constraints of an industry — install an industry skills pack. Skills live in .fluid/skills.yaml inside the project; the compiled form .fluid/skills.compiled.json is what the copilot loads at runtime.
| Subcommand | What it does |
|---|
fluid skills install [INDUSTRY] | Install a bundled skills pack. INDUSTRY is one of telco, retail, healthcare, finance. Omit for interactive selection. |
fluid skills show | Display the current industry skills file |
fluid skills compile | Pre-compile .fluid/skills.yaml into .fluid/skills.compiled.json for faster copilot runs |
fluid skills update | Refresh the tools section of .fluid/skills.yaml to match the current CLI version |
fluid skills install telco
fluid skills show
fluid skills compile
fluid skills update
Run fluid skills compile after any manual edit to skills.yaml to keep the compiled form in sync. fluid skills update is the right command after upgrading the CLI — it rewrites the tools list so the copilot sees the newest fluid_* entries.
