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DSH PluginsSkill
paper2code
PrathamLearnsToCode/paper2code
paper2code is a tool for DeepSeek Harness. Agent skill to turn any arxiv paper into a working implementation
- Stars
- 1.5k
- Forks
- 177
- Issues
- 2
- Update
- 210 days
REVIEW SCORECARD
Review Scorecard
7.6/10Average
License compliance9.0
Engineering quality9.0
Content completeness6.0
Repository scale7.0
Maintenance activity6.0
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
Worth AI Review
7.6/10Recommended
A well-documented skill that turns arxiv papers into citation-anchored code with honest ambiguity flagging; worth instal
Code quality7
README shows a clear, structured output layout (src/, configs/, notebooks/) and an npx-based install flow, but no tests or CI are mentioned.
Security6
No suspicious download-and-execute or secret handling is described, but the install command and runtime permissions are not detailed, so risk is unclear.
Utility9
Addresses a real, common pain point of implementing ML papers by anchoring code to paper sections and auditing unspecified choices.
Maintenance8
Last updated 2026-04-03, not archived, and has 1524 stars indicating active community interest.
Documentation8
README thoroughly explains install, usage modes, output structure, and limitations, though the install command is listed as unknown in the metadata.
Generated by AI after reading the project README — a decision aid, not an endorsement. Neutral scores are given when information is limited.
PROJECT READMEREADMEExpandCollapse
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Open repositoryPROJECT TOPICS
Project topics
VALIDATION LADDER
Validation progress
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending
FAQ
Frequently Asked Questions
What is paper2code used for?
Agent skill to turn any arxiv paper into a working implementation
How popular is paper2code?
paper2code has 1,524 stars and 177 forks on GitHub, last updated 2026-04-03.
What license does paper2code use?
paper2code is distributed under the MIT license.
Is paper2code compatible with DeepSeek Harness?
paper2code is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.
CLASSIFICATION EVIDENCE
Classification evidence
Project typeSkill
Feature categoryDSH Plugins
Rule confidenceHigh
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:skills。
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