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dsh-bill

Cost tracking, real-time attribution reports, and per-turn spend metrics for DeepSeek Harness powered by llm-pricing.

UI & ProductivityTerminal & TUIDeveloper ToolsBrowser & Web
7GitHub Stars7ForksUpdated2026-10-23

Install

$ dsh plugin --profile web add dsh-bill

Plugin Overview & Capabilities

AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.

source-grounded
dsh-bill is a DeepSeek Harness plugin that tracks model usage costs in real time. It surfaces per-turn cost metrics beneath finished chat turns, provides conversation-level cost attribution broken down by prompt segment (tool inputs, outputs, system prompts, context), and adds an account-wide cost dashboard with multi-currency support, budget alerts, and an optional agent tool for spend queries.

Key Capabilities

  • Per-turn cost indicators showing turn cost, step count, and cache-hit rate directly in the chat view
  • Request-level cost attribution breaking down spend by content category (tool output, model output, system prompt, attachments, user input)
  • Always-on UI integration across composer dock pills, sidebar spend meters, and session hover cards
  • Account-wide and conversation-scoped cost dashboards with trend heatmaps, token counts, and monthly forecasting
  • Dynamic pricing via llm-pricing supporting 8000+ model entries and live rates across ~166 currencies
  • Optional bill_stats agent tool allowing the model to answer user spend queries directly
  • Historical session spend backfilling from DSH session logs

Useful For

  • Monitoring real-time token expenditure and cache efficiency across multi-step agent turns
  • Analyzing which context components or tool outputs consume the largest share of session budget
  • Setting and enforcing daily, monthly, or all-time budget alerts inside the DSH interface
  • Querying spend statistics directly in conversation using the AI agent tool

Who It Fits

  • DeepSeek Harness developers seeking visibility into token expenses and prefix caching efficiency
  • Teams and individual developers managing API usage budgets across multiple LLM providers

Documented Limitations

  • Historical sessions backfilled from pre-install logs include token spend but cannot retroactively attribute prompt segments because request bodies are not stored in logs
  • Account balance and subscription quota queries are limited to DeepSeek provider accounts
  • Requires DSH 0.1.7+ for certain sidebar cost panels and hover cards

DSH Compatibility

Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.

Not tested yetNo runtime compatibility tests have been published yet.

Security Signals

Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.

Dependency Counts

package.json declares 1 runtime, 0 development, 2 peer, and 0 optional dependencies.

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Dsh Bundle Declared

package.json declares DSH bundle metadata.

info
License Declared

GitHub reports the repository license as MIT.

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Package Manifest Available

A root package.json was captured and can be inspected by the registry.

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Source Available

Public GitHub source metadata is available for this registry snapshot.

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Source & Registry Notes

Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.

Source repository
Jannchie/dsh-bill
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
14f859d · 2026-10-24

This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.

Repository Activity

GitHub stars
7GitHub stars
Forks
7
Open issues
1
Last commit
2026-10-23
Last release
2026-10-18
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