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dsh-cwl

Deterministic structured context eviction plugin for DeepSeek Harness long-horizon agent workflows.

Developer ToolsSecurity & Policy
0GitHub Stars0ForksUpdated2026-09-04

Install

$ dsh plugin --profile <name> add dsh-cwl # from npm

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-cwl implements Context Window Lifecycle (CWL) structured context eviction for DeepSeek Harness. Operating deterministically without extra LLM summarization calls, it infers agent execution into typed exploration and action episodes. When context token pressure breaches configured limits, it progressively stubs large tool outputs and evicts completed episodes while preserving user messages and tool-call pairing integrity.

Key Capabilities

  • Infers agent execution into typed exploration and action episodes with dependency tracking
  • Accurately monitors real token pressure across input, output, reasoning, and cache reads
  • Performs graduated zero-LLM context eviction through tool-result content stubbing and episode removal
  • Preserves tool-call and tool-result pairing invariants and never evicts user messages
  • Provides the cwl_recall tool to list touched file paths from evicted context segments
  • Exposes REST endpoints for inspection and eviction debugging

Useful For

  • Preventing context overflow during lengthy multi-turn agent interactions
  • Reducing token costs and cache misses in long-horizon autonomous tasks
  • Eliminating LLM summarization hallucinations and latency overhead during context compaction

Who It Fits

  • DeepSeek Harness agent developers building long-running coding or research assistants
  • Engineers seeking deterministic and cost-effective context window management

Documented Limitations

  • Requires Node.js ^22.19.0 or >=24.0.0 and DeepSeek Harness Cordis runtime dependencies
  • Removes exploration details from the active context window, requiring re-reading if previously evicted files need inspection

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

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Dependency Counts

package.json declares 1 runtime, 0 development, 3 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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Source Available

Public GitHub source metadata is available for this registry snapshot.

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Source & Registry Notes

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Source repository
kalifun/dsh-cwl
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
740a0cb · 2026-09-06

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
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0
Open issues
0
Last commit
2026-09-04
Last release
No release detected
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