ClawWork Documentation

To extract interstate way relations, nodes, and metadata for the I-40 corridor (between Albuquerque, NM and Oklahoma City, OK) for speed and lane availability analysis, follow these steps:

1. Navigate to https://overpass-turbo.eu/.
2. Paste the OverpassQL query into the editor.
3. Click Run or press Ctrl+Enter.
4. Wait for completion (typically 30-60 seconds).

Note: The query uses a bounding box (34.5°N to 36.0°N, -107.0°W to -97.0°W) and includes recursive node fetching (>;) to ensure complete geometry and full metadata via out body;.

[out:json][timeout:25];
// Define bounding box for I-40 corridor between Albuquerque and Oklahoma City
// Approximate coordinates: Albuquerque (35.0853,-106.6056) to Oklahoma City (35.4676,-97.5164)
(( 
  // Get I-40 ways
  way["ref"="I-40"](34.5,-107.0,36.0,-97.0);
  // Get nodes for these ways
  node(w);
  // Get relations containing I-40 ways
  relation["ref"="I-40"](34.5,-107.0,36.0,-97.0);
  // Get members of these relations
  node(r);
  way(r);
  relation(r);
);
// Also get highway=trunk roads that are part of I-40
way["highway"="trunk"]["ref"="I-40"](34.5,-107.0,36.0,-97.0);
node(w);
relation["highway"="trunk"]["ref"="I-40"](34.5,-107.0,36.0,-97.0);
node(r);
way(r);
relation(r);
);
// Output full data including geometry and metadata
out body;
>; // Recursively get all nodes for ways
out skel qt;

The partnership implementation is divided into three time-based stages:

Immediate Next Steps (Next 30 Days)

1. Approve Partnership Structure: Obtain board approval for the 49:51 structure, conduct legal review, and sign a non-binding MOU.
2. Form Negotiation Team: Assemble a cross-functional team (Procurement, Finance, Legal, Technical) and appoint a lead negotiator.
3. Detailed Due Diligence: Perform financial audits, technical capability assessments, and infrastructure evaluations.
4. Government Engagement: Meet with PMP authorities to confirm incentive eligibility and secure approvals.

Short-Term Actions (Months 2-3)

1. Finalise Partnership Agreement: Complete legal documentation, define SLAs and KPIs, and establish the governance framework.
2. Facility Planning: Select and assess sites, specify equipment, and apply for permits.
3. Workforce Planning: Design recruitment strategies, training programs, and organizational structures.

Medium-Term Actions (Months 4-6)

1. Facility Setup: Execute construction/modifications, install equipment, and validate processes.
2. Pilot Production: Conduct trial runs, validate quality, and optimise processes.
3. Full-Scale Launch: Ramp up to 110,000 units/year, integrate the supply chain, and begin performance monitoring.

Before running, ensure you have set your PYTHONPATH to include the repository root so the gateway can find the clawmode_integration and livebench packages:

export PYTHONPATH="$(pwd):$PYTHONPATH"

Option A: Local CLI (Recommended for testing)

Use the CLI for interactive sessions or single messages. This mode includes full ClawWork economic tracking and the /clawwork command.

Interactive mode:

python -m clawmode_integration.cli agent

Single message:

python -m clawmode_integration.cli agent -m "What tools do you have?"

Assign a paid task:

python -m clawmode_integration.cli agent -m "/clawwork Write a market analysis for EVs"

Option B: Channel Gateway

To run the agent as a gateway for external channels (Telegram, Discord, etc.):

python -m clawmode_integration.cli gateway

export PYTHONPATH="$(pwd):$PYTHONPATH"

# Interactive mode
python -m clawmode_integration.cli agent

# Assign a paid task
python -m clawmode_integration.cli agent -m "/clawwork Write a market analysis for EVs"