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dsh-live-token-stats

Live token stats, streaming TPS, and time-to-first-token monitor with BPE tokenization for DeepSeek Harness.

UI & ProductivityTerminal & TUIDeveloper ToolsSkills & Workflows
10GitHub Stars1ForksUpdated2026-10-25

Install

$ dsh plugin --profile web add github:better-er/dsh-live-token-stats

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-live-token-stats is an installable DeepSeek Harness client/host plugin that renders a real-time token statistics ribbon below the composer. Using an embedded DeepSeek BPE tokenizer and sliding-window rate tracking, it monitors token generation speed (TPS), cumulative tokens, pause duration, and time to first token (TTFT) to detect stalls and compare local estimates with official usage reports.

Key Capabilities

  • Real-time streaming token estimation using built-in DeepSeek V4 BPE tokenizer or character density fallback
  • Sliding-window token generation speed (TPS) tracking and overall average speed measurement
  • Time-to-first-token (TTFT) measurement and stall/drowning duration tracking
  • Interactive UI capsule and detailed expandable statistics panel below the conversation composer
  • Post-stream reconciliation between estimated tokens and official provider usage metrics
  • Dedicated authenticated RPC endpoint for real-time waterfall stats transmission

Useful For

  • Monitoring inference latency and streaming throughput during active DeepSeek Harness sessions
  • Detecting frozen or stalling generation streams (drowning detection)
  • Auditing token consumption differences between raw text, reasoning traces, and tool calling overhead

Who It Fits

  • DeepSeek Harness web client users seeking visibility into stream health and generation speeds
  • Developers diagnosing latency, provider throttling, and token consumption accuracy

Documented Limitations

  • Local token estimations for tool calls may deviate from provider billing due to provider-injected message templates and call IDs
  • Requires a restart of DSH web profile after installation for the UI layer to mount

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 2 runtime, 23 development, 5 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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Prepare Script Detected

package.json declares a prepare lifecycle script that may run during relevant package installation workflows.

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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
better-er/dsh-live-token-stats
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
b73fd5b · 2026-10-26

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
10GitHub stars
Forks
1
Open issues
1
Last commit
2026-10-25
Last release
2026-10-25
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