academic-harness
Academic research profile bundle for DeepSeek Harness featuring scientific skills, lab notebook, and academic search.
Install
$ dsh plugin --profile academic-harness add github:raktim-mondol/academic-harnessPlugin 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
- Bundles hundreds of scientific agent skills across genomics, chemistry, therapeutics, and ML pipeline optimization
- Provides a living lab notebook tool exporting JSONL and Markdown directly within the workspace
- Integrates academic bibliographic search via OpenAlex, Semantic Scholar, Crossref, arXiv, PubMed, Consensus, and Parallel
- Delivers local PaperMemory citation provenance, claim verification, and quote-checking storage
- Includes LaTeX authoring, figure generation, and scientific file format inspection tools
- Features subagent delegation tailored for high-complexity reasoning and visual inspection
- Supports local vector and BM25 workspace search via zvec-grep
Useful For
- Conducting automated literature surveys and citation-grounded research synthesis
- Maintaining an auditable lab notebook across multi-step computational experiments
- Drafting, inspecting, and auditing academic LaTeX papers, grant proposals, and rebuttals
- Inspecting scientific datasets and structural file formats directly from the harness
Who It Fits
- Academic researchers and principal investigators
- Computational scientists and bioinformaticians
- Graduate students and postdocs authoring scientific manuscripts in LaTeX
- Data scientists running literature-informed ML pipelines
Documented Limitations
- Certain tools and connectors (such as Consensus, Parallel, and Scite) require external API keys or active accounts
- The full suite of connectors and presets requires running on DeepSeek Harness 0.2.1 or later with the Academic Harness preset enabled
- Scientific format inspection and local PaperMemory Python tools require uv or a valid local Python environment
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 7 runtime, 1 development, 3 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as MIT.
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
- raktim-mondol/academic-harness
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin Bundle
- Source checked
- 3d31cee · 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
- 1GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-10-23
- Last release
- 2026-10-22
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