dsh-usage-panel
Session-level token usage and cost analytics dashboard plugin for DeepSeek Harness.
Install
No clear install command was found in the current repository evidence.
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.
Key Capabilities
- Parses local DSH multi-frame zstd JSONL session archives with incremental watermark scanning
- Provides a multi-surface Apple-style UI featuring a sidebar dashboard, composer bottom bar, and persistent dock
- Breaks down token usage by time, model × provider, session top-N with sub-agent rollups, and cache hit rates
- Implements a four-mode cost calculation engine (official, community, shadow, and unpriced)
- Integrates web-router ledger statistics and cost calculations
- Exposes a usage_query tool for agents to inspect token metrics directly in conversations
- Operates strictly local-first with no background daemon or external telemetry
Useful For
- Monitoring daily and monthly token consumption across different models and providers in DeepSeek Harness
- Auditing call-level token costs and sub-agent token consumption for complex agent workflows
- Checking prompt cache hit rates to optimize system prompt and context structures
Who It Fits
- DeepSeek Harness developers and power users wanting precise visibility into token expenses and usage trends
- Engineers optimizing agent pipelines, sub-agent architectures, and context caching
Documented Limitations
- Pricing relies on rate snapshot calculations and shadow estimates rather than exact subscription billing balances
- Requires local access to DSH session archive files (zstd JSONL)
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, 2 development, 2 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as MIT.
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
- qikairo7/dsh-usage-panel
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 1ae6392 · 2026-09-27
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
- 2026-09-25
- Last release
- No release detected
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