clearai-dsh
An ontology-first agent preset and epistemic loop platform for DeepSeek Harness.
Install
$ dsh plugin --profile web add [email protected]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.
Key Capabilities
- Epistemic loop workflow with pre-registered hypotheses, predictions, and falsification criteria
- Independent evaluation separation to verify claims before closing goals
- Dynamic domain ontology and entity graph generation projected from research sessions
- Automated detection and highlighting of contradictory conclusions and anomalies
- Custom DeepSeek Harness web client panes: Explore (process tracking) and Ontology (graph & answer cards)
- Bilingual support for system outputs, tool execution records, and UI components in English and Chinese
Useful For
- Conducting rigorous literature reviews and scientific hypothesis evaluations without confirmation bias
- Building incremental domain knowledge graphs and ontologies across multiple research sessions
- Fact-checking and structured causal investigation with transparent evidence tracking
Who It Fits
- Researchers and scientists requiring reproducible, evidence-backed AI reasoning
- Domain modelers and knowledge engineers building structured ontologies
- DeepSeek Harness users seeking verified agent workflows rather than open-ended chat generation
Documented Limitations
- Requires DeepSeek Harness >=0.2.0-rc.2 and Node.js >=22
- Consumes roughly 2.2x more tokens compared to unconstrained base model generation
- Requires manual human resolution when handling detected contradictory ontology assertions
DSH Compatibility
Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.
Security Signals
Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.
package.json declares 1 runtime, 6 development, 0 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as Apache-2.0.
A root package.json was captured and can be inspected by the registry.
Public GitHub source metadata is available for this registry snapshot.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- Clearailhc/clearai-dsh
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 950e8fd · 2026-10-12
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
- 1.1kGitHub stars
- Forks
- 44
- Open issues
- 4
- Last commit
- 2026-10-12
- Last release
- 2026-10-10
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