dsh-usage-dashboard
Local usage statistics and analytics dashboard plugin for DeepSeek Harness Web GUI.
Install
$ dsh plugin --profile web add @skkjkk/dsh-usage-dashboardPlugin 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.
Key Capabilities
- Interactive KPI cards tracking estimated costs, input/output/cached tokens, session counts, and message volumes
- Time-range filtering with presets (Today, 24H, 7D, 30D, 90D, custom) and multi-model grouping filters
- Hourly, daily, and weekly trend charts switchable between token, cost, and duration metrics
- Hourly activity heatmaps and 40-week calendar heatmaps displaying token density
- Model distribution and project distribution donut charts with token and cost breakdown
- Six-axis model efficiency radar comparing response latency, throughput, token volume, stability, and unit costs
- Cache telemetry insights tracking cache hit rate, coverage, and estimated financial savings
- Local loopback-guarded REST endpoints supporting JSON queries and CSV data export
Useful For
- Monitoring local token usage and expenditure across multiple LLM providers and models
- Auditing session duration, AI active generation time, and prompt cache hit efficiencies
- Analyzing project-level resource allocation and model performance benchmarks within DeepSeek Harness
Who It Fits
- DeepSeek Harness developers and power users wanting visibility into token spend and model usage patterns
- Teams managing multi-model workflows requiring local cost aggregation and exportable usage reports
Documented Limitations
- Only aggregates standard sessions; sub-agent sessions and legacy bare UUID session directories are excluded
- Cost calculations are estimates based on a bundled pricing catalog; unmatched models are reported as zero cost
- Initial cold starts require background rollups of all local sessions, which can take time on large session archives
- Host HTTP APIs are restricted to loopback callers by default to prevent unauthorized network access
DSH Compatibility
Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.
Security Signals
Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.
package.json declares 0 runtime, 3 development, 4 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as Apache-2.0.
A root package.json was captured and can be inspected by the registry.
Public GitHub source metadata is available for this registry snapshot.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- skkjkk/dsh-usage-dashboard
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 0443c32 · 2026-10-14
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
- 3GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-10-14
- Last release
- 2026-09-29
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