dsh-team-reporter

A DeepSeek Harness (dsh) plugin that reports this machine's real token usage to a team dashboard you run yourself, so a team can see its own usage and cost in one place.

What it does

• Collects one record per model call, from the host's session/event stream — input_tokens, cache_read_tokens, output_tokens, the model name, and the project directory. Reasoning tokens are already included in output_tokens and are not counted separately.
• Queues records on disk, so usage survives a restart or a network outage and is replayed later. Records are idempotent, so a replay cannot double-count.
• Sends only token counts and cost. It never sends prompts, replies, file contents, or credentials.

Install

dsh plugin --profile desktop add dsh-team-reporter

If that reports ERR_PNPM_FETCH_404, the npm package is not published yet — install from the repository instead, which needs no registry:

dsh plugin --profile desktop add github:CHENKEYI-MAKER/dsh-team-reporter

Restart DSH. A grey dot appears in the bottom-right corner — open it, enter your team server URL and the enrollment code your administrator gave you, and click 绑定 (Bind). The dot turns green and reporting starts.

A code is single-use and belongs to one person. Reinstalling or moving to a new machine needs a new code from your administrator.

Configuration

The plugin learns everything else from the server's /api/v1/config endpoint — the price table used for local cost estimates and the flush interval. Nothing needs to be configured locally.

Requirements

• Node.js >= 22.5.0
• A team server you or your administrator run (this plugin only talks to the URL you enter)

Privacy

Token counts and a hash of the session id are the only things that leave the machine. The workspace field is the project directory's name, not its full path.