# LaVague - Doramagic AI Context Pack

> Purpose: pre-work context for the user's host AI. This pack does not prove that the project has been installed, run, or validated.

## Project

- canonical_name: `lavague-ai/LaVague`
- capability: Large Action Model framework to develop AI Web Agents
- expected_user_outcome: Large Action Model framework to develop AI Web Agents

## Operating Boundaries

- Do not claim that the project has been installed, run, called through an API, or used on local files unless separate evidence proves it.
- Project facts must come from repo evidence, Claim Graph, or explicit source references.
- When a capability is not verified, mark it as unverified instead of completing it as fact.
- publish_status: `publishable`
- blocking_gaps: none

---

## Doramagic Context Augmentation

The following sections strengthen the repository context for a host AI. Human Manual data is a reading route, and pitfall notes become operating constraints.

## Human Manual Outline

Usage rule: this is only a reading route and salience signal, not factual authority. Concrete claims must still return to repo evidence or Claim Graph.

Host AI hard rules:
- Do not treat page titles, section order, summaries, or importance values as factual project evidence.
- When explaining the Human Manual outline, state that it is only a reading route or salience signal.
- Capability, installation, compatibility, runtime state, and risk claims must cite repo evidence, source paths, or Claim Graph.

- **Overview & System Architecture**: importance `high`
  - source_paths: README.md, lavague-core/lavague/core/__init__.py, lavague-core/lavague/core/agents.py, lavague-core/lavague/core/world_model.py, lavague-core/lavague/core/action_engine.py
- **Core Engines: World Model, Navigation, Action & Python Engines**: importance `high`
  - source_paths: lavague-core/lavague/core/world_model.py, lavague-core/lavague/core/navigation.py, lavague-core/lavague/core/action_engine.py, lavague-core/lavague/core/python_engine.py, lavague-core/lavague/core/base_engine.py
- **Drivers, Contexts & Integrations Ecosystem**: importance `high`
  - source_paths: lavague-core/lavague/core/base_driver.py, lavague-core/lavague/core/context.py, lavague-integrations/drivers/lavague-drivers-selenium/lavague/drivers/selenium/base.py, lavague-integrations/drivers/lavague-drivers-selenium/lavague/drivers/selenium/javascript.py, lavague-integrations/drivers/lavague-drivers-selenium/lavague/drivers/selenium/listener.py
- **Developer Tooling: LaVague QA, Test Runner, Server & Gradio**: importance `high`
  - source_paths: lavague-qa/README.md, lavague-qa/lavague/qa/cli.py, lavague-qa/lavague/qa/generator.py, lavague-qa/lavague/qa/prompts.py, lavague-qa/lavague/qa/utils.py

## Repo Inspection Evidence

- repo_clone_verified: true
- repo_inspection_verified: true
- repo_commit: `9024bb832c40291cd012916757f27ef60469b22d`
- inspected_files: `README.md`, `pyproject.toml`, `docs/docs/contributing/contributing.md`, `docs/docs/contributing/documentation.md`, `docs/docs/contributing/general.md`, `docs/docs/contributing/template.md`, `docs/docs/examples/hf-papers-retrieval.md`, `docs/docs/examples/job-application.md`, `docs/docs/examples/medical_appointment_booking.md`, `docs/docs/get-started/FAQs.md`, `docs/docs/get-started/customization.md`, `docs/docs/get-started/docs-chrome.md`, `docs/docs/get-started/gradio.md`, `docs/docs/get-started/installation.md`, `docs/docs/get-started/quick-tour.md`, `docs/docs/get-started/testing.md`, `docs/docs/get-started/token-usage.md`, `docs/docs/get-started/troubleshoot.md`, `docs/docs/integrations/anthropic.md`, `docs/docs/integrations/azure.md`

Host AI hard rules:
- Without repo_clone_verified=true, do not claim that the source code has been read.
- Without repo_inspection_verified=true, do not write README, docs, or package-file conclusions as facts.
- Without quick_start_verified=true, do not claim that the Quick Start path has run successfully.

## Doramagic Pitfall Constraints

These rules come from Doramagic discovery, validation, or compilation findings. The host AI must treat them as operating constraints, not background notes.

### Constraint 1: Configuration risk requires verification

- Trigger: Project evidence flags a configuration risk. Review the linked source before relying on this workflow.
- Host AI rule: Reproduce the official install and quickstart path in an isolated environment.
- Why it matters: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/lavague-ai/LaVague/issues/642
- Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.

### Constraint 2: Capability evidence risk requires verification

- Trigger: Project evidence flags a capability evidence risk. Review the linked source before relying on this workflow.
- Host AI rule: Reproduce the official install and quickstart path in an isolated environment.
- Why it matters: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/lavague-ai/LaVague/issues/333
- Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.

### Constraint 3: Runtime risk requires verification

- Trigger: Project evidence flags a runtime risk. Review the linked source before relying on this workflow.
- Host AI rule: Reproduce the official install and quickstart path in an isolated environment.
- Why it matters: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/lavague-ai/LaVague/issues/609
- Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.

### Constraint 4: Security or permission risk requires verification

- Trigger: Project evidence flags a security or permission risk. Review the linked source before relying on this workflow.
- Host AI rule: Reproduce the official install and quickstart path in an isolated environment.
- Why it matters: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/lavague-ai/LaVague/issues/563
- Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.

### Constraint 5: Installation risk requires verification

- Trigger: Project evidence flags a installation risk. Review the linked source before relying on this workflow.
- Host AI rule: Reproduce the official install and quickstart path in an isolated environment.
- Why it matters: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/lavague-ai/LaVague/issues/650
- Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.

### Constraint 6: Installation risk requires verification

- Trigger: Project evidence flags a installation risk. Review the linked source before relying on this workflow.
- Host AI rule: Reproduce the official install and quickstart path in an isolated environment.
- Why it matters: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/lavague-ai/LaVague/issues/640
- Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.

### Constraint 7: Capability evidence risk requires verification

- Trigger: README/documentation is current enough for a first validation pass.
- Host AI rule: Reproduce the official install and quickstart path in an isolated environment.
- Why it matters: May increase setup, validation, or first-run risk for the user.
- Evidence: capability.assumptions | https://github.com/lavague-ai/LaVague
- Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.

### Constraint 8: Runtime risk requires verification

- Trigger: Project evidence flags a runtime risk. Review the linked source before relying on this workflow.
- Host AI rule: Reproduce the official install and quickstart path in an isolated environment.
- Why it matters: May increase setup, validation, or first-run risk for the user.
- Evidence: community_evidence:github | https://github.com/lavague-ai/LaVague/issues/641
- Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.

### Constraint 9: Maintenance risk requires verification

- Trigger: Project evidence flags a maintenance risk. Review the linked source before relying on this workflow.
- Host AI rule: Reproduce the official install and quickstart path in an isolated environment.
- Why it matters: May increase setup, validation, or first-run risk for the user.
- Evidence: evidence.maintainer_signals | https://github.com/lavague-ai/LaVague
- Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.

### Constraint 10: Security or permission risk requires verification

- Trigger: no_demo
- Host AI rule: Reproduce the official install and quickstart path in an isolated environment.
- Why it matters: May increase setup, validation, or first-run risk for the user.
- Evidence: downstream_validation.risk_items | https://github.com/lavague-ai/LaVague
- Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.
