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dsh-plugin-usage-insights

DeepSeek Harness right sidebar plugin for token usage, context occupancy, and session cost insights.

UI & ProductivityDeveloper ToolsSkills & Workflows
0GitHub Stars0ForksUpdated2026-10-22

Install

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Plugin Overview & Capabilities

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dsh-plugin-usage-insights is an analytics and visualization UI plugin for DeepSeek Harness (Web GUI). Injecting into the Harness right sidebar, it provides comprehensive real-time and historical token usage metrics, context occupancy, session performance metrics (latency, decoding speed), subagent breakdowns, and estimated costs calculated against DeepSeek peak and off-peak pricing schedules.

Key Capabilities

  • Displays per-conversation token metrics (input, output, cache reads/writes, cache hit rates) using compact units or exact counts
  • Visualizes context window occupancy with multi-segment breakdown and peak vs. off-peak ratio charts
  • Provides session metrics including round/step counts, per-round tokens, model and tool latency, TTFT, and decoding speed
  • Tracks merged step-by-step request timelines across primary and subagent executions (up to 200 host steps)
  • Calculates precise estimated costs based on configurable model pricing and official Chinese statutory holiday schedules
  • Aggregates cross-session totals across customizable time windows (7 days, 30 days, all time) with daily stacked peak/off-peak charts
  • Registers host-side session projections (usageSteps and usageBands) that checkpoint with Harness session storage

Useful For

  • Monitoring token consumption and cache hit performance across extended Harness workflows
  • Tracking API costs split by peak and off-peak rate tiers in real time
  • Auditing context window utilization and breakdown (system prompts, tool definitions, message content)
  • Inspecting subagent execution costs and token usage in multi-agent runs
  • Reviewing historical token usage trends across all sessions over the past 90 days

Who It Fits

  • DeepSeek Harness Web users wanting real-time token and context monitoring
  • Developers optimizing prompt lengths, cache hit ratios, and subagent token consumption
  • Teams tracking DeepSeek API expenditure and peak/off-peak price dynamics

Documented Limitations

  • Step breakdown is limited to a rolling window of the last 200 requests per session; daily aggregations retain 90 days of history before folding into lifetime totals
  • Auxiliary model calls that do not emit assistant/message events (e.g., basic compaction, title generation) are not captured
  • Team members created via experimental agent teams cannot be distinguished from standard subagents at the session header level
  • Cost values are local estimates based on configured pricing tables rather than official provider invoices
  • Holidays for 2027 onwards require manual configuration or enabling the optional third-party online holiday sync

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

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Dependency Counts

package.json declares 1 runtime, 8 development, 0 peer, and 0 optional dependencies.

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Dsh Bundle Declared

package.json declares DSH bundle metadata.

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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

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Source repository
Lyoko-Jeremie/dsh-plugin-usage-insights
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
0780671 · 2026-10-22

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

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Last commit
2026-10-22
Last release
No release detected
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