How to use DSH Usage: what you can do with it

4 use cases

• Watch DeepSeek balance and daily tokens in the Harness dock

  Install the plugin so balance, today's tokens, and cache hit stay visible while you work in dsh web.

  • REPO Aisland-SJL/dsh-usage
  • Data and analytics
  • Intermediate
  View prompt

  In the repo Aisland-SJL/dsh-usage, follow the install steps for the web profile and confirm the dock shows a DeepSeek balance value after a hard refresh of <dsh web URL>. Report the balance shown and whether the status is a number or a not-configured message.

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• See how tokens split between DSH and Claude Code

  Use the channel share widget to compare DSH and Claude Code token use from local logs.

  • REPO Aisland-SJL/dsh-usage
  • Data and analytics
  • Intermediate
  View prompt

  In the repo Aisland-SJL/dsh-usage, open the Channel share widget in the dsh web panel at <dsh web URL> and report the DSH and Claude Code shares. Verify that the coverage state is shown as complete, partial, or unavailable before you trust the ratio.

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• Track balances for OpenRouter, Z.ai, and Kimi together

  Configure extra provider keys so the panel shows balances across several AI providers.

  • REPO Aisland-SJL/dsh-usage
  • Data and analytics
  • Advanced
  View prompt

  In the repo Aisland-SJL/dsh-usage, list the providers from the providers endpoint on <dsh web URL> and report each balance status. Verify that any provider without a key is reported as not configured rather than showing a guessed value.

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• Run the offline test suite before editing the plugin

  Install dependencies and run the checks and 112 offline tests on a development copy.

  • REPO Aisland-SJL/dsh-usage
  • Data and analytics
  • Intermediate
  View prompt

  In the repo Aisland-SJL/dsh-usage, run npm install, npm run check, and npm test, then report the pass count out of 112. Verify that no test touched the real ~/.dsh directory, as the README says the tests redirect DSH_HOME to a temp dir.

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Quick start with DSH Usage

1. Check you have what it needs: DeepSeek Harness host, version 0.2.0-rc.2 for v0.3.1 of this plugin, with the dsh CLI installed; An API key for each provider you want to query, configured through Harness credentials (for example DEEPSEEK_API_KEY); Node.js and npm only if you plan to run the offline tests or develop the plugin.
2. Open Aisland-SJL/dsh-usage on GitHub and read the README and license.
3. Add your DeepSeek key in Harness credentials as DEEPSEEK_API_KEY, since the default credential ref for DeepSeek is that name.
4. Run dsh plugin --profile web add "github:Aisland-SJL/dsh-usage" to install the plugin into the Web profile.
5. Fully restart the web server with dsh web, then hard-refresh the browser.
6. Open the gear in the dock to choose which widgets to pin, collapse, or hide.

These steps come from our top use case, Watch DeepSeek balance and daily tokens in the Harness dock, which also has a copy-paste agent prompt.

Using the Deduped MCP, get the setup steps for Aisland-SJL/dsh-usage

claude mcp add --transport http deduped https://dedupedai.com/mcp

DSH Usage alternatives · Best AI repos for Data and analytics

About this repo

• Who it is forDevelopers and power users of DeepSeek Harness Web GUI or Windows Desktop who want to track API balance and token use across providers and channels.
• Why it is hot131 stars, launched 69 days ago
• LanguageJavaScript
• Sourcegithub.com/Aisland-SJL/dsh-usage · Back to Hot repos

Requirements

• DeepSeek Harness host, version 0.2.0-rc.2 for v0.3.1 of this plugin, with the dsh CLI installed
• An API key for each provider you want to query, configured through Harness credentials (for example DEEPSEEK_API_KEY)
• Node.js and npm only if you plan to run the offline tests or develop the plugin

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