Pp Bmw Cardata logo

Pp Bmw Cardata

CommunityPopular
mvanhorn
pp-bmw-cardata

Your BMW's telemetry, on the command line — device-code login, live telematic snapshots, charging history Trigger phrases: `check my BMW state of charge`, `BMW charging history`, `list my BMW vehicles`, `BMW telematic data`, `my BMW's range`, `use bmw-cardata`, `run bmw-cardata`.

Overview

Publishermvanhorn
Repositoryprinting-press-library
Skill namepp-bmw-cardata
Stars
2K
Forks
621
Bundled files
Instructions only
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by mvanhorn on GitHub. Read the source before you install it.

Installation

Install the Pp Bmw Cardata AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-bmw-cardata
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/mvanhorn/printing-press-library.git /tmp/printing-press-library
mkdir -p .claude/skills
cp -r /tmp/printing-press-library/cli-skills/pp-bmw-cardata .claude/skills/pp-bmw-cardata
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Pp Bmw Cardata in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Pp Bmw Cardata on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Pp Bmw Cardata is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

BMW CarData — Printing Press CLI

Prerequisites: Install the CLI

This skill drives the bmw-cardata-pp-cli binary. You must verify the CLI is installed before invoking any command from this skill. If it is missing, install it first:

  1. Install via the Printing Press installer. It defaults binaries to $HOME/.local/bin on macOS/Linux and %LOCALAPPDATA%\Programs\PrintingPress\bin on Windows:
    bash
    npx -y @mvanhorn/printing-press-library install bmw-cardata --cli-only
  2. Verify: bmw-cardata-pp-cli --version
  3. Ensure the reported install directory is on $PATH for the agent/runtime that will invoke this skill.

If the npx install fails (no Node, offline, etc.), fall back to a direct Go install (requires Go 1.26.5 or newer). This installs into $GOPATH/bin (default $HOME/go/bin), so add that directory to $PATH instead:

bash
go install github.com/mvanhorn/printing-press-library/library/devices/bmw-cardata/cmd/bmw-cardata-pp-cli@latest

If --version reports "command not found" after install, the runtime cannot see the binary directory on $PATH. Do not proceed with skill commands until verification succeeds.

BMW CarData is the official, free-for-personal-use API for your own vehicle data. This CLI handles the OAuth device-code onboarding, fetches live telematic snapshots, charging history and tyre diagnosis, then keeps it all in SQLite so you can chart SoC trends (soc-trends), reconcile charging cost against your tariff (charging-cost), and see every vehicle at once (fleet status).

When to Use This CLI

Use this CLI when you want programmatic, scriptable, or agent-driven access to your own BMW/MINI/Rolls-Royce/Supra vehicle telemetry over the official CarData API — fetching live snapshots, syncing charging history, or analysing trends across time and vehicles. It is ideal for Home Assistant users, data-sovereignty tinkerers, and anyone who wants their car's data in SQLite rather than trapped in an app.

Anti-triggers

Do not use this CLI for:

  • Do not use for remote vehicle commands (lock/unlock, honk, climate) — CarData is read-only telemetry; use the My BMW app or ConnectedDrive remote services.
  • Do not use outside supported EU markets or without an active ConnectedDrive contract + SIM; the API will return 403.
  • Do not use as a real-time high-frequency feed without checking quota first; the ~50 calls/day cap resets at midnight UTC.
  • Do not use the B2B / partner CarData API path from this CLI; this targets the free personal customer API only.

Unique Capabilities

These capabilities aren't available in any other tool for this API.

Local telemetry that compounds

  • soc-trends — See your battery state-of-charge and derived range as a time series you can chart.

    Pick this when an agent needs SoC/range history or trend direction instead of a single live snapshot.

    bash
    bmw-cardata-pp-cli soc-trends WBAJB3105JUV12345 --window 30d --agent
  • battery-health — Track battery capacity degradation by comparing observed max energy against the nameplate capacity.

    Pick this when an agent must report long-term battery degradation rather than current state of charge.

    bash
    bmw-cardata-pp-cli battery-health WBAJB3105JUV12345 --agent
  • vehicles diff — Show exactly what changed between two telematic snapshots (windows, charging, locks, location).

    Pick this when an agent needs discrete state changes (did charging start? did a window open?) not a numeric level.

    bash
    bmw-cardata-pp-cli vehicles diff WBAJB3105JUV12345 --since 24h
  • trips — Reconstruct trips (start, end, elapsed, distance) from your vehicle's location breadcrumbs.

    Pick this when an agent needs driven trips and distances rather than raw GPS points.

    bash
    bmw-cardata-pp-cli trips WBAJB3105JUV12345 --since 7d

Cost & fleet insight

  • charging-cost — Reconcile your charging sessions against your electricity tariff and see DC charge efficiency.

    Pick this when an agent must turn raw charging sessions into money spent and charging efficiency.

    bash
    bmw-cardata-pp-cli charging-cost WBAJB3105JUV12345 --tariff 0.32 --agent
  • fleet status — One table of current SoC, range, charging state and last location across every vehicle on your account.

    Pick this when an agent needs a single multi-vehicle overview instead of calling each VIN separately.

    bash
    bmw-cardata-pp-cli fleet status --agent

Self-service plumbing

  • quota — See how many of your ~50 daily API calls you have spent and when the budget resets (midnight UTC).

    Pick this before any sync or polling loop so an agent does not burn the daily quota and start failing.

    bash
    bmw-cardata-pp-cli quota
  • descriptors search — Search the VSS telematic descriptor catalogue (e.g. batteryManagement, charging, navigation) to build containers.

    Pick this when an agent needs to discover the exact VSS descriptor paths to put in a container.

    bash
    bmw-cardata-pp-cli descriptors search "batteryManagement"

Command Reference

customers — Manage customers

  • bmw-cardata-pp-cli customers create-container — Please note that some keys are bound to dedicated endpoints.
  • bmw-cardata-pp-cli customers delete-container — Delete container by ID
  • bmw-cardata-pp-cli customers get-basic-data — Request basic vehicle data for the specified vehicle.
  • bmw-cardata-pp-cli customers get-charging-history — Request the vehicle's Charging History sessions.
  • bmw-cardata-pp-cli customers get-container-details — Please note that some keys are bound to dedicated endpoints.
  • bmw-cardata-pp-cli customers get-image — Request a vehicle image for the specified vehicle.
  • bmw-cardata-pp-cli customers get-location-based-charging-settings — Request Vehicle's location based charging settings
  • bmw-cardata-pp-cli customers get-mappings — Request mapped vehicles.
  • bmw-cardata-pp-cli customers get-smart-maintenance-tyre-diagnosis — Request a vehicle Smart Maintenance Tyre Diagnosis for the specified vehicle.
  • bmw-cardata-pp-cli customers get-telematic-data — Please note that some keys are bound to dedicated endpoints.
  • bmw-cardata-pp-cli customers list-containers — List the containers

Finding the right command

When you know what you want to do but not which command does it, ask the CLI directly:

bash
bmw-cardata-pp-cli which "<capability in your own words>"

which resolves a natural-language capability query to the best matching command from this CLI's curated feature index. Exit code 0 means at least one match; exit code 2 means no confident match — fall back to --help or use a narrower query.

Recipes

Narrow a deeply nested telematic payload for an agent

bash
bmw-cardata-pp-cli customers get-telematic-data WBAJB3105JUV12345 --container-id 11111111-1111-1111-1111-111111111111 --agent --select telematicData.vehicle.drivetrain.batteryManagement,telematicData.vehicle.drivetrain.electricEngine.charging

telematicData returns every descriptor as a nested {value,unit,timestamp} map; --select trims it to just the battery and charging keys so an agent does not parse tens of KB.

Reconcile last month's charging against your tariff

bash
bmw-cardata-pp-cli charging-cost WBAJB3105JUV12345 --tariff 0.32 --agent

Joins synced charging sessions with a per-kWh price locally to report money spent and DC efficiency.

One-glance multi-car status

bash
bmw-cardata-pp-cli fleet status --agent

Cross-joins every mapped VIN with its latest telematic snapshot for SoC, range, charging state and location.

Watch today's API budget before syncing

bash
bmw-cardata-pp-cli quota

Reads the local call counter against the ~50/day cap and reports the midnight-UTC reset time.

Build a container from searched descriptors

bash
bmw-cardata-pp-cli customers create-container --technical-descriptors $(bmw-cardata-pp-cli descriptors search batteryManagement --json | jq -r ".[].path") --dry-run

Search the VSS catalogue, then create a container of matching descriptors with a dry-run preview.

Auth Setup

BMW CarData uses an OAuth2 Device Code Flow with PKCE. First, generate a client_id in the BMW CarData portal (My BMW > BMW CarData > Create CarData Client; tick 'Request access to CarData API', and 'CarData Stream' if you want streaming) and save it — the portal hides it on reload. Then run bmw-cardata-pp-cli auth login, open the printed verification URL, log in to BMW, and approve. The CLI stores the access and refresh tokens locally and refreshes them automatically. You can also export BMW_CARDATA_CLIENT_ID and run auth login non-interactively. Requires an EU vehicle with an active SIM, a ConnectedDrive contract, and the vehicle mapped to your account as the primary user.

Run bmw-cardata-pp-cli doctor to verify setup.

Agent Mode

Add --agent to any command. Expands to: --json --compact --no-input --no-color --yes.

  • Pipeable — JSON on stdout, errors on stderr

  • Filterable — --select keeps a subset of fields. Dotted paths descend into nested structures; arrays traverse element-wise. Critical for keeping context small on verbose APIs:

    bash
    bmw-cardata-pp-cli customers create-container --agent --select id,name,status
  • Previewable — --dry-run shows the request without sending

  • Offline-friendly — sync/search commands can use the local SQLite store when available

  • Non-interactive — never prompts, every input is a flag

  • Explicit retries — use --idempotent only when an already-existing create should count as success, and --ignore-missing only when a missing delete target should count as success

Response envelope

Commands that read from the local store or the API wrap output in a provenance envelope:

json
{
  "meta": {"source": "live" | "local", "synced_at": "...", "reason": "..."},
  "results": <data>
}

Parse .results for data and .meta.source to know whether it's live or local. A human-readable N results (live) summary is printed to stderr only when stdout is a terminal AND no machine-format flag (--json, --csv, --compact, --quiet, --plain, --select) is set — piped/agent consumers and explicit-format runs get pure JSON on stdout.

Agent Feedback

When you (or the agent) notice something off about this CLI, record it:

bmw-cardata-pp-cli feedback "the --since flag is inclusive but docs say exclusive"
bmw-cardata-pp-cli feedback --stdin < notes.txt
bmw-cardata-pp-cli feedback list --json --limit 10

Entries are stored locally at ~/.local/share/bmw-cardata-pp-cli/feedback.jsonl. They are never POSTed unless BMW_CARDATA_FEEDBACK_ENDPOINT is set AND either --send is passed or BMW_CARDATA_FEEDBACK_AUTO_SEND=true. Default behavior is local-only.

Write what surprised you, not a bug report. Short, specific, one line: that is the part that compounds.

Output Delivery

Every command accepts --deliver <sink>. The output goes to the named sink in addition to (or instead of) stdout, so agents can route command results without hand-piping. Three sinks are supported:

SinkEffect
stdoutDefault; write to stdout only
file:<path>Atomically write output to <path> (tmp + rename)
webhook:<url>POST the output body to the URL (application/json or application/x-ndjson when --compact)

Unknown schemes are refused with a structured error naming the supported set. Webhook failures return non-zero and log the URL + HTTP status on stderr.

Named Profiles

A profile is a saved set of flag values, reused across invocations. Use it when a scheduled agent calls the same command every run with the same configuration - HeyGen's "Beacon" pattern.

bmw-cardata-pp-cli profile save briefing --json
bmw-cardata-pp-cli --profile briefing customers create-container
bmw-cardata-pp-cli profile list --json
bmw-cardata-pp-cli profile show briefing
bmw-cardata-pp-cli profile delete briefing --yes

Explicit flags always win over profile values; profile values win over defaults. agent-context lists all available profiles under available_profiles so introspecting agents discover them at runtime.

Exit Codes

CodeMeaning
0Success
2Usage error (wrong arguments)
3Resource not found
4Authentication required
5API error (upstream issue)
7Rate limited (wait and retry)
10Config error

Argument Parsing

Parse $ARGUMENTS:

  1. Empty, help, or --help → show bmw-cardata-pp-cli --help output
  2. Starts with install → ends with mcp → MCP installation; otherwise → see Prerequisites above
  3. Anything else → Direct Use (execute as CLI command with --agent)

MCP Server Installation

  1. Install the MCP server:
    bash
    go install github.com/mvanhorn/printing-press-library/library/devices/bmw-cardata/cmd/bmw-cardata-pp-mcp@latest
  2. Register with Claude Code:
    bash
    claude mcp add bmw-cardata-pp-mcp -- bmw-cardata-pp-mcp
  3. Verify: claude mcp list

Direct Use

  1. Check if installed: which bmw-cardata-pp-cli If not found, offer to install (see Prerequisites at the top of this skill).
  2. Match the user query to the best command from the Unique Capabilities and Command Reference above.
  3. Execute with the --agent flag:
    bash
    bmw-cardata-pp-cli <command> [subcommand] [args] --agent
  4. If ambiguous, drill into subcommand help: bmw-cardata-pp-cli <command> --help.

Frequently asked questions

What does the Pp Bmw Cardata AI skill do?

Your BMW's telemetry, on the command line — device-code login, live telematic snapshots, charging history Trigger phrases: `check my BMW state of charge`, `BMW charging history`, `list my BMW vehicles`, `BMW telematic data`, `my BMW's range`, `use bmw-cardata`, `run bmw-cardata`.

Why use Pp Bmw Cardata on TypingMind?

Because you install it once and use it with any model. Pp Bmw Cardata is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Pp Bmw Cardata in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/mvanhorn/printing-press-library/tree/main/cli-skills/pp-bmw-cardata. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Pp Bmw Cardata?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Pp Bmw Cardata?

As many as you like. As long as a model supports skills, you can use Pp Bmw Cardata with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Pp Bmw Cardata AI skill free?

Yes. It is published on GitHub by mvanhorn under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇