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context-guardian

Deterministic context window compaction and span-preserving recall engine for DeepSeek Harness.

UI & ProductivityDeveloper ToolsBrowser & Web
2GitHub Stars0ForksUpdated2026-10-23

Install

$ dsh plugin --profile web add dsh-tool-guardian

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
Context Guardian is a context management and compaction plugin bundle designed for DeepSeek Harness and local LLMs. It monitors conversation token limits, performs deterministic seq-pointer-preserving compaction before context limits crash the session, and archives evicted turns into disk-backed spans. Equipped with companion model-facing recall and search capabilities, it enables agents to retrieve past details and pins vital facts across long-running sessions without dropping critical history.

Key Capabilities

  • Automatic conversation compaction triggered at configurable context window thresholds
  • Deterministic fallback checkpointing preserving sequential pointers when model summarization fails or overflows
  • Disk-backed span archival storing raw conversation turns losslessly for future lookup
  • Model-accessible recall and search tools to retrieve compacted details on demand
  • Automatic fact pinning and stale recall to prevent hallucination of previously stated requirements
  • Session handoff generation in JSON and Markdown formats for multi-agent continuation

Useful For

  • Preventing context window overflow errors in long local agentic development sessions
  • Archiving and retrieving past instructions, codenames, and decisions in multi-turn dialogues
  • Stabilizing agent preset memory when running local Ollama, LM Studio, or vLLM models

Who It Fits

  • DeepSeek Harness agent builders working with constrained local context windows
  • Developers orchestrating multi-step autonomous tasks using local LLMs
  • Engineers requiring fail-open, verifiable context compaction and audit trails

Documented Limitations

  • Character-to-token estimation heuristic (3.5 characters per token) can undercount dense JSON or CJK characters without calibration
  • Does not compress raw tool schema definitions directly, requiring tool filtering plugins for high-volume MCP environments
  • Subject to DeepSeek Harness pre-1.0 compaction API changes between alpha releases

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, 4 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
LuminariSoftwares/context-guardian
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin Bundle
Source checked
a8017d3 · 2026-10-23

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
2GitHub stars
Forks
0
Open issues
0
Last commit
2026-10-23
Last release
2026-10-22
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