DeepSeek Harness PluginManifest Valid

Tokan-dsh-token-analytics

Token analytics and cost dashboard for DeepSeek Harness Web UI.

VisionUI & ProductivityDeveloper Tools

0GitHub Stars0ForksUpdated2026-09-02

Install

$ dsh plugin --profile web add github:fthuu/Tokan-dsh-token-analytics

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

Tokan is a DeepSeek Harness plugin that embeds a token analytics and cost tracking dashboard into the DSH Web UI Settings panel. It offers per-tool token attribution, cache hit analysis, cost breakdowns, optimization and waste signal detection, historical session replay, and CSV/JSON reporting.

Key Capabilities

Real-time token usage tracking (input, cache hits, output)
Cost breakdown and cache hit rate calculation
Per-tool token attribution and visual distribution charts
Optimization signal detection for abnormal token usage
Historical session replay and isolated session reports
Cross-session aggregate summaries
JSON and CSV export for individual or aggregated sessions

Useful For

Monitoring token consumption across DeepSeek Harness tool calls
Analyzing cache efficiency and overall API usage costs
Identifying high-consumption operations to optimize tool and prompt efficiency
Exporting session token metrics for external cost reporting

Who It Fits

DeepSeek Harness web users
AI developers monitoring model usage and cost
Teams auditing per-tool token consumption

Documented Limitations

Cost calculation depends on pricing availability for the specific provider and model
Requires Node.js >=22.19 or >=24 and DSH CLI
Requires DSH Web UI profile

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.

No automated security signals have been published yet.

Source & Registry Notes

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

Source repository: fthuu/Tokan-dsh-token-analytics
Registry source: GitHub · dsh-plugin topic
Registry classification: Plugin
Source checked: 0002176 · 2026-09-02

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: 0GitHub stars
Forks: 0
Open issues: 0
Last commit: 2026-09-02
Last release: No release detected

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