DeepSeek Harness PluginManifest Valid

dsh-knowledge-graph

DeepSeek Harness Cordis plugin that transforms text, PDFs, images, and session traces into interactive AI knowledge graphs with two-way source linking.

UI & ProductivityTerminal & TUIDeveloper Tools

1GitHub Stars0ForksUpdated2026-10-23

Source

Install

No clear install command was found in the current repository evidence.

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-knowledge-graph is a comprehensive DeepSeek Harness (DSH) Cordis plugin designed to extract structured knowledge graphs from arbitrary text documents, searchable PDFs, images (diagrams/tables/charts), and agent execution traces. It features two-way anchoring between graph nodes and source content units, deterministic verification gates, multi-ontology support (including a standard proposition ontology and the Learning View ontology), SQLite persistence with lossless checkpoints, structured graph querying, and evidence-grounded GraphRAG Q&A.

Key Capabilities

Asynchronous AI knowledge extraction from text, PDFs, and multimodal images into typed nodes and relations
Bidirectional source-to-graph interactive highlighting and deterministic content unit anchoring
Conversation execution trace analysis to visualize agent thoughts, tool calls, and outputs as a knowledge graph
Interactive SVG graph visualization supporting force-directed, radial, circular, and relation-aware hierarchical layouts
Deterministic fast health checks, deep AI-assisted semantic verification, and one-click graph repairs with audit logging
Multi-ontology extraction modes including proposition-based schemas and the Learning View (learning-view-v1) ontology
Persistent storage and session checkpointing powered by Node SQLite with bounded keyset pagination
Evidence-grounded structured querying and citation-enforced GraphRAG question answering
Incremental graph extension and cross-segment relation weaving for multi-chunk documents

Useful For

Extracting concepts, rules, definitions, and claims from technical documentation and study notes
Visualizing and auditing agent workflow trajectories to debug reasoning steps and tool execution flows
Fact-checking and verifying source text grounding against external knowledge sources such as Wikipedia
Creating interconnected structured graph databases for GraphRAG evidence-based search and question answering

Who It Fits

DeepSeek Harness users and developers looking for visual knowledge base management
Researchers, technical writers, and students structuring large documents into concept maps
AI engineers auditing agent trace executions and intermediate reasoning chains

Documented Limitations

Scanned PDFs without searchable text layers require prior OCR conversion
Image-based knowledge extraction requires a vision-capable multimodal LLM provider
Dynamic in-process Cordis installations lose running memory state upon host restart unless configured as a resident package with SQLite persistence

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 2 runtime, 0 development, 1 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

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

Source repository: cwbcheng/dsh-knowledge-graph
Registry source: GitHub · dsh-plugin topic
Registry classification: Plugin
Source checked: 6be45fc · 2026-10-25

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.