lr-qrm 0.3.3

CLI client for interacting with Qestit QRM data from LumenRadio tooling.

QRM

CLI + Python client for interacting with the Qestit QRM.

Install

pip install lr-qrm

Quick start

Login

Interactive login (prompts for username/password):

qrm login --base-url https://example.com

Non-interactive (for CI/CD):

export QRM_USERNAME="<insert username>"
export QRM_PASSWORD="<insert password>"
qrm login --ci --base-url https://example.com

By default, this stores session details at:

~/.config/qrm/login.json

Commands

Check API health

qrm status

Query production test results

By date range

qrm query results --start "2026-03-01T00:00:00Z" --stop "2026-03-01T23:59:59Z"
qrm query results --output json

Retrieves all production test results in the given date range (defaults to today if not specified). Output is a rich table by default, or JSON with --output json. References (operator, station, test program, etc.) are resolved for readability.

First-Pass Yield by Station × Sequence

qrm query fpy
qrm query fpy --start "2026-03-20T00:00:00" --stop "2026-03-26T23:59:59"
qrm query fpy --output json

Computes First-Pass Yield (FPY) grouped by Station and Sequence for the given date range (defaults to the last 7 days). Each row shows Total runs, Passed, Failed, and FPY % for the station/sequence pair. Use --output json for scripting.

Test Duration Statistics by Station × Sequence

qrm query test-duration
qrm query test-duration --start "2026-03-20T00:00:00" --stop "2026-03-26T23:59:59"
qrm query test-duration --output json

Aggregates test duration statistics grouped by Station and Sequence for the given date range (defaults to the last 7 days). Each row shows Count, Min (s), Avg (s), Max (s), and a Short (<10s) counter that flags runs likely to have aborted early or experienced a fixture issue. Use --output json for scripting; the envelope includes start and stop metadata.

By serial number

qrm query serial 326115020010F2F1
qrm query serial 326115020010F2F1 --output json

Retrieves all test results for a given serial number. Output is a rich table by default, or JSON with --output json. References are resolved.

All query subcommands are read-only and accept global options like --config-path, --base-url, --insecure, and --output.

Production Box Management

List production boxes

qrm box list --stop "2026-02-06T23:59:00Z"

If you omit --start, the command defaults to the Unix epoch (1970-01-01T00:00:00Z). Leave --stop out to let QRM use its current time.

Get detailed box information

qrm box get BOX-12345

Shows detailed information about a specific box and lists all items it contains.

Create a production box

qrm box create BOX-12345 \
  --started "2026-02-01T00:00:00Z" \
  --finished "2026-02-06T23:59:00Z" \
  --units 10 \
  --shipped

Creates or updates a production box with manufacturing dates and unit count. Use --shipped to mark the box as shipped.

Update an existing box

qrm box update BOX-12345 --units 12 --finished "2026-02-07T12:00:00Z"

Updates properties of an existing production box.

Delete a production box

qrm box delete BOX-12345

Deletes a production box. This command is idempotent and will not fail if the box is already deleted.

Add an item to a box

qrm box add-item BOX-12345 --serial-number "326115020010F2F1"

Adds an item to a production box. You can identify the item by serial number, type name, or identifier tag.

Remove an item from a box

qrm box remove-item BOX-12345 --serial-number "326115020010F2F1"

Removes an item from a production box. Supports serial number, type name, or identifier tag for identification.

Find a box containing a specific item

qrm box find --serial-number "326115020010F2F1"

Searches for the production box containing a specific item by serial number, type name, or identifier tag.

JSON output

Most commands support a JSON output mode.

qrm uut status 326115020010F2F1 --output json

Programmatic use

from qrm.config import load_login_state
from qrm.client import QrmClient

state = load_login_state()
client = QrmClient(base_url=str(state.base_url), verify_tls=state.verify_tls)

uut_runs = client.uut_status(
    token=state.token,
    serial_number="326115020010F2F1",
    start_datetime="2026-02-01T00:00:00Z",
    stop_datetime="2026-02-06T23:59:00Z",
    max_results=1000,
)

boxes = client.box_list(
    token=state.token,
    start_datetime="1970-01-01T00:00:00Z",
    stop_datetime="2026-02-06T23:59:00Z",
)

# Get detailed box information
box = client.box_get(
    token=state.token,
    box_identifier="BOX-12345",
)

content = client.box_content(
    token=state.token,
    box_identifier="BOX-12345",
)

# Create a production box
new_box = client.box_add(
    token=state.token,
    box_identifier="BOX-12345",
    started_datetime="2026-02-01T00:00:00Z",
    finished_datetime="2026-02-06T23:59:00Z",
    number_of_units=10,
    shipped=True,
)

# Delete a production box
result = client.box_remove(
    token=state.token,
    box_identifier="BOX-12345",
)

# Add an item to a box
result = client.box_uut_add(
    token=state.token,
    box_identifier="BOX-12345",
    uut_serial_number="326115020010F2F1",
)

# Remove an item from a box
result = client.box_uut_remove(
    token=state.token,
    box_identifier="BOX-12345",
    uut_serial_number="326115020010F2F1",
)

# Find which box contains a specific item
box = client.box_find(
    token=state.token,
    uut_serial_number="326115020010F2F1",
)

FAQ

• Where is the config kept? ~/.config/qrm/login.json (override with QRM_CONFIG)

• How do I run non-interactively? Make sure to give all required arguments. Also pass --ci to stop output of sensitive information such as username or passwords.

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AI assistant integration

lr-qrm ships a bundled skill/instruction file that teaches AI coding assistants about the CLI commands, Python API, data models, and common workflows.

Run this once from the root of your project:

qrm --install-skill

This does three things:

• Claude Code — copies the skill to ~/.claude/skills/lr-qrm/ (global, available in all projects)
• GitHub Copilot — writes .github/instructions/lr-qrm.instructions.md in the current directory
• VSCode — sets github.copilot.chat.codeGeneration.useInstructionFiles: true in .vscode/settings.json (creates the file if it doesn't exist; merges if it does)

To inspect the skill content without installing:

qrm --show-skill