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feat(openclaw): remove LLM dependency via agent-driven extraction #20

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feat(openclaw): remove LLM dependency via agent-driven extraction #20

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55 changes: 32 additions & 23 deletions reflexio/cli/commands/setup_cmd.py
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Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,7 @@ class InstallLocation(Enum):
CURRENT_PROJECT = "current_project"
ALL_PROJECTS = "all_projects"


app = typer.Typer(
help="Configure Reflexio: run 'init' for plain CLI setup, or one of "
"the integration commands (openclaw, claude-code) to also install "
Expand Down Expand Up @@ -492,7 +493,17 @@ def openclaw(
),
] = False,
) -> None:
"""Set up (or remove) the Reflexio integration for OpenClaw."""
"""Set up (or remove) the Reflexio integration for OpenClaw.

The OpenClaw integration does NOT require an LLM provider API key.
Playbook extraction runs in the agent's own session (via the
``/reflexio-extract`` slash command, which applies the v3.0.0
extraction rubric in-context and writes playbooks through direct CRUD).
The Reflexio server only performs CRUD + semantic search against its
local store, and falls back gracefully to FTS-only ranking when no
embedding provider is configured. The wizard therefore skips the LLM
provider prompt entirely.
"""
if uninstall:
_uninstall_openclaw()
return
Expand All @@ -505,28 +516,27 @@ def openclaw(
typer.echo("Error: could not locate or create a .env file")
raise typer.Exit(1)

# Step 2: LLM provider
display_name, model, provider_key = _prompt_llm_provider(env_path)

# Step 2.5: Embedding provider (if LLM provider lacks embedding support)
embedding_label = _prompt_embedding_provider(env_path, provider_key)
typer.echo(
"\nThe OpenClaw integration is fully LLM-free. Extraction runs in "
"your own agent session when you invoke /reflexio-extract, and the "
"Reflexio server only performs local CRUD + search. No LLM provider "
"API key is required."
)

# Step 3: Storage
# Step 2: Storage
storage_label = _prompt_storage(env_path)

# Step 4: Install OpenClaw integration
# Step 3: Install OpenClaw integration
typer.echo("")
hook_ok = _install_openclaw_integration()

# Step 5: Summary
# Step 4: Summary
hook_status = "reflexio-context" if hook_ok else "reflexio-context (unverified)"
skill_path = Path.home() / ".openclaw" / "skills" / "reflexio"

typer.echo("")
typer.echo("Setup complete!")
typer.echo(f" LLM Provider: {display_name} ({model})")
if embedding_label:
typer.echo(f" Embedding Provider: {embedding_label}")
typer.echo(" LLM Provider: not required (extraction runs in the agent session)")
typer.echo(f" Storage: {storage_label}")
typer.echo(f" Hook: {hook_status}")
typer.echo(f" Skill: {skill_path}")
Expand All @@ -535,7 +545,8 @@ def openclaw(
typer.echo(" 1. Start Reflexio: reflexio services start")
typer.echo(" 2. Restart OpenClaw gateway: openclaw gateway restart")
typer.echo(
" 3. Start a conversation -- Reflexio will capture and learn automatically"
" 3. Start a conversation -- the hook retrieves past-session "
"memory, and you can run /reflexio-extract to persist new learnings."
)


Expand Down Expand Up @@ -862,9 +873,7 @@ def _remove_from_dir(base_dir: Path) -> None:
typer.echo(f" Removed hook from: {settings_path}")


def _uninstall_claude_code(
project_dir: Path, *, global_install: bool = False
) -> None:
def _uninstall_claude_code(project_dir: Path, *, global_install: bool = False) -> None:
"""Remove the Reflexio integration from Claude Code.

When ``--global`` or ``--project-dir`` is explicit, removes from that
Expand Down Expand Up @@ -980,7 +989,9 @@ def claude_code_setup(
target = (
Path.home()
if global_install
else Path(project_dir) if project_dir is not None else Path.cwd()
else Path(project_dir)
if project_dir is not None
else Path.cwd()
)
_uninstall_claude_code(target, global_install=global_install)
return
Expand All @@ -993,11 +1004,7 @@ def claude_code_setup(
location = InstallLocation.CURRENT_PROJECT
else:
location = _prompt_install_location()
target = (
Path.home()
if location == InstallLocation.ALL_PROJECTS
else Path.cwd()
)
target = Path.home() if location == InstallLocation.ALL_PROJECTS else Path.cwd()

# Step 1: Load .env path
from reflexio.cli.env_loader import load_reflexio_env
Expand Down Expand Up @@ -1056,7 +1063,9 @@ def claude_code_setup(
typer.echo("Note: User-level hooks fire for ALL Claude Code sessions.")
typer.echo("")
if location == InstallLocation.ALL_PROJECTS:
typer.echo("Next: Start any Claude Code session — Reflexio is active in all projects.")
typer.echo(
"Next: Start any Claude Code session — Reflexio is active in all projects."
)
else:
typer.echo("Next: Start a Claude Code session in this project.")
if is_remote:
Expand Down
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