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dsh-stepwise-distill

Distills DSH session history step by step to keep model context dense, concise, and noise-free.

UI & ProductivityDeveloper Tools
1GitHub Stars0ForksUpdated2026-09-30

Install

$ dsh plugin --profile <name> add dsh-stepwise-distill

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-stepwise-distill solidifies DeepSeek Harness session history step by step. Rather than carrying bloated reasoning traces, tool outputs, and scripts across entire conversations, it wraps session message derivation to project summarized records of earlier steps while preserving the full log. In exchange for an extra round-trip and token cost per step, the model receives a focused context containing key conclusions instead of repetitive execution churn.

Key Capabilities

  • Step-by-step model context distillation and condensation
  • Preserves raw historical events in the log while projecting cleaned records into model context
  • Provides /distill session command to inspect held-back token and byte metrics
  • Configurable stepSummary and turnSummary behaviors
  • Full-context step summarization generated by the model

Useful For

  • Long-running multi-turn agent conversations with heavy tool execution
  • Preventing context dilution from repetitive file patches and raw shell outputs
  • Increasing task density in model prompts during complex development workflows

Who It Fits

  • DeepSeek Harness power users working with long multi-turn sessions
  • Developers building iterative coding and scripting workflows in DSH

Documented Limitations

  • Increases token costs and latency by adding an extra round-trip model request per step when stepSummary is active
  • Not cost-effective for short, single-task sessions where distillation overhead outweighs savings

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.

Dependency Counts

package.json declares 1 runtime, 1 development, 1 peer, and 0 optional dependencies.

info
Dsh Bundle Declared

package.json declares DSH bundle metadata.

info
License Declared

GitHub reports the repository license as MIT.

info
Package Manifest Available

A root package.json was captured and can be inspected by the registry.

info
Postinstall Script Detected

package.json declares a postinstall lifecycle script that may run during relevant package installation workflows.

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Source Available

Public GitHub source metadata is available for this registry snapshot.

info

Source & Registry Notes

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

Source repository
yunxiyang/dsh-stepwise-distill
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
e8d5089 · 2026-10-02

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
1GitHub stars
Forks
0
Open issues
0
Last commit
2026-09-30
Last release
No release detected
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