Agent skill

Pp Bmw Cardata

by mvanhorn in mvanhorn/printing-press-library

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…

Apache-2.0Auto-check: notes

Install Pp Bmw Cardata

skills CLI
$ npx skills add mvanhorn/printing-press-library --skill pp-bmw-cardata -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mvanhorn/printing-press-library pp-bmw-cardata --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mvanhorn/printing-press-library.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cli-skills/pp-bmw-cardata .claude/skills/pp-bmw-cardata && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
pp-bmw-cardata
GitHub stars
2.1k
Token cost
~3.7k tokens
SKILL.md length
1,556 words
Files
1
Skills in repo
506
Repo updated
First seen
Licence
Apache-2.0

At a glance

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…

  • Works in 3 steps: Install via the Printing Press… → Verify: bmw-cardata-pp-cli --version → Ensure the reported install directory is…
  • Phrases: check my BMW state of charge
  • SKILL.md covers Prerequisites: Install the CLI, When to Use This CLI, Anti-triggers and Unique Capabilities, plus 11 more sections
  • Calls go, claude and npx

What it does

Pp Bmw Cardata is an agent skill from mvanhorn/printing-press-library. 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.

Its SKILL.md is about 3.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Official library of CLIs generated by the CLI Printing Press. Endorsed, tested, and community-contributed. The licence is Apache-2.0.

When your agent uses it

  • Phrases: check my BMW state of charge
  • BMW charging history
  • List my BMW vehicles
  • BMW telematic data

Example prompts

  • “/pp-bmw-cardata”

Requirements

  • Node.js
  • Pre-approved tools (allowed-tools): Read, Bash

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Install via the Printing Press installer. It defaults binaries to $HOME/.local/bin on macOS/Linux and…
  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.

What it can do on your machine

Read from SKILL.md and the folder at commit d9a1696. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Bash

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • go
    • claude
    • npx
    • jq

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Pp Bmw Cardata loads about 3.7k tokens when it runs. Until then it costs about 74 tokens; SKILL.md has 1,556 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~74
When it runs · the whole SKILL.md, loaded when a task matches
~3.7k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Bash

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from mvanhorn/printing-press-library at commit d9a1696, republished under its Apache-2.0 licence (© mvanhorn). 1,556 words, ~3,683 tokens.

Download SKILL.mdSave it as .claude/skills/pp-bmw-cardata/SKILL.md (or your agent's skills folder).
name
pp-bmw-cardata
description
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`.
allowed-tools
Read, Bash
author
jvm
license
Apache-2.0
argument-hint
<command> [args] | install cli|mcp
<!-- GENERATED FILE — DO NOT EDIT.
     This file is a verbatim mirror of library/devices/bmw-cardata/SKILL.md,
     regenerated post-merge by tools/generate-skills/. Hand-edits here are
     silently overwritten on the next regen. Edit the library/ source instead.
     See the repository agent guide, section "Generated artifacts: registry.json, cli-skills/". -->

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.

Show full SKILL.md (671 more words)Show less
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.

© mvanhorn, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in cli-skills/pp-bmw-cardata of mvanhorn/printing-press-library.

Open the folder on GitHubat commit d9a1696

Compare with similar skills

Pp Bmw Cardata next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Pp Bmw Cardata compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Pp Bmw Cardata this skillmvanhorn/printing-press-library2.1k—~3.7kAutomated safety check: NotesApache-2.0
Telemetry AnalyticsOpenHands/OpenHands91k—~305Automated safety check: PassMIT
Foundation Models On Deviceaffaan-m/ECC277k4 repos~2.1kAutomated safety check: PassMIT
Telemetryrobinebers/openusage4.3k—~977Automated safety check: PassMIT
Warp Telemetry Eventswarpdotdev/warp65k1 repos~1.3kAutomated safety check: PassAGPL-3.0
Telemetry Standardssupabase/supabase111k—~2kAutomated safety check: PassApache-2.0

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Questions about Pp Bmw Cardata

What does Pp Bmw Cardata 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…. Pp Bmw Cardata is an agent skill from mvanhorn/printing-press-library. 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.

When should I use Pp Bmw Cardata?

Pp Bmw Cardata fits situations like: phrases: check my BMW state of charge; BMW charging history; list my BMW vehicles; BMW telematic data.

How do I install Pp Bmw Cardata in Claude Code?

Run `npx skills add mvanhorn/printing-press-library --skill pp-bmw-cardata -a claude-code`. Or copy the skill folder (cli-skills/pp-bmw-cardata in mvanhorn/printing-press-library) into .claude/skills/pp-bmw-cardata in your project. Claude Code loads it when a task matches its description.

How do I install Pp Bmw Cardata in Codex?

Run `npx skills add mvanhorn/printing-press-library --skill pp-bmw-cardata -a codex`. Or copy the skill folder (cli-skills/pp-bmw-cardata in mvanhorn/printing-press-library) into .agents/skills/pp-bmw-cardata in your project. Codex loads it when a task matches its description.

Can I use Pp Bmw Cardata in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mvanhorn/printing-press-library --skill pp-bmw-cardata -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pp-bmw-cardata, .gemini/skills/pp-bmw-cardata, .github/skills/pp-bmw-cardata and .opencode/skills/pp-bmw-cardata in your project.

What does Pp Bmw Cardata need to run?

Going by SKILL.md and its folder, Pp Bmw Cardata needs the command-line tools its instructions call (go, claude, npx and jq). Our summary lists: Node.js. Its frontmatter pre-approves these tools: Read, Bash.

Does Pp Bmw Cardata access the network?

SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Pp Bmw Cardata safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Pp Bmw Cardata use?

Pp Bmw Cardata is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Pp Bmw Cardata use?

About 3.7k tokens (SKILL.md is roughly 15k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Pp Bmw Cardata?

Skills that share tags, products or a category with Pp Bmw Cardata: Telemetry Analytics (OpenHands/OpenHands, 91k stars), Foundation Models On Device (affaan-m/ECC, 277k stars), Telemetry (robinebers/openusage, 4.3k stars) and Warp Telemetry Events (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Pp Bmw Cardata?

mvanhorn (a GitHub user) maintains it in mvanhorn/printing-press-library, which has 2,056 GitHub stars. The repository holds 506 skills in this directory. The repository was last updated on October 9, 2026.

Source: mvanhorn/printing-press-library on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.