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jev-lcm-dsh-compaction

Pre-pass Jev ranking and SQLite lossless context management bundle for DeepSeek Harness.

Developer Tools
1GitHub Stars0ForksUpdated2026-10-09

Install

$ dsh plugin --profile web add github:bojansandhaus/jev-lcm-dsh-compaction

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
jev-lcm-dsh-compaction is an experimental DeepSeek Harness plugin bundle that applies Jev candidate scoring and threshold calibration prior to host compaction while maintaining a local SQLite evidence archive for lossless recovery. It integrates tools for searching raw archived evidence, inspecting compaction statistics, and managing scoring fallbacks between TypeSafe, OpenRouter, and local Laya instances.

Key Capabilities

  • Pre-pass Jev ranking on tool call results and extracted assistant-text anchors
  • Rolling threshold calibration with low-sample fallbacks and keep-rate targets
  • Lossless context archiving in a local SQLite database without mutating raw rows
  • Multi-provider fallback support across TypeSafe, OpenRouter, and local Laya servers
  • Registers Cordis session tools including lcm_grep, lcm_expand, lcm_nodes, jev_stats, and jev_calibrate
  • T0 to T4 shrink ladder for bounded token state management

Useful For

  • Preventing context saturation and recall degradation during long multi-turn sessions in DeepSeek Harness
  • Retaining critical decisions, identifiers, and constraints extracted from assistant outputs
  • Searching and inspecting raw historical context evidence using session-scoped recovery tools
  • Running local or hybrid multi-provider context ranking workflows

Who It Fits

  • DeepSeek Harness developers working on long-running multi-turn agent sessions
  • Operators needing local SQLite audit and recovery surfaces for condensed conversation context
  • Engineers evaluating calibrated Jev ranking and context compaction pipelines

Documented Limitations

  • Experimental release candidate without guarantees of live provider latency or production parity
  • Requires disabling competing compaction bundles such as native compaction-basic
  • Archive is stored unencrypted in local SQLite, requiring manual path and access protection

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, 16 development, 9 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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Prepare Script Detected

package.json declares a prepare 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.

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Source & Registry Notes

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

Source repository
bojansandhaus/jev-lcm-dsh-compaction
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin Bundle
Source checked
bc5be56 · 2026-10-19

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
2026-10-09
Last release
2026-10-09
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