dsh-context: open-source plugin visualizes what's inside your agent's context window and where money goes
aigclink · x · 2026-10-21
aigclink highlights dsh-context (2.9k GitHub stars), an open-source DeepSeek Harness plugin that turns the opaque agent context window into a trackable dashboard for diagnosing context bloat, rising costs and low cache hit rates.
Key features:
- Token composition: breaks down usage across system prompt, tool schemas, messages and tool results (one run shown: tool results ate 67.6% of 2.7M tokens)
- Compression tracking: logs context evolution per turn/step, showing when trimming happens and what changed
- Multi-agent Fleet view: relationships, execution status and token cost across main and sub-agents
Also ships a live context browser, cache hit (97% in the screenshot) and timing stats (TTFT/Thinking share). Repo: github.com/bowenliang123/dsh-context
Related event: dsh-context: Open-Source Tool Visualizes Agent Context and Token Costs(2 posts)→
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