Open source alternatives to scholar-evaluation
24 open source AI Skills apps to use instead, best rated first.
Top picks
- G

github-ops
Launchgithub-ops is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It manages a GitHub repository with a focus on community health, CI reliability and the experience of contributors. It covers triaging issues by classify
Open source
- O

opensource-pipeline
Launchopensource-pipeline is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It prepares a private project for safe public release through a three-stage pipeline. The fork stage strips secrets from a copy. The sanitise st
Open source
- A

andrej-karpathy-skills
Launchandrej-karpathy-skills is a single CLAUDE.md file from the multica-ai project that is meant to improve how Claude Code behaves on coding tasks. It is derived from Andrej Karpathy's public observations about LLM coding pitfalls. The file dis
Open source
- M

microsoft/markitdown
Launchmarkitdown-mcp is the MCP server package for MarkItDown, Microsoft's tool for converting many file formats to Markdown for language models. It is a lightweight server that runs over stdio, Streamable HTTP or SSE, and exposes one tool, conve
Open source
- O

od-contribute
Launchod-contribute is an agent skill in the OpenDesign project that provides a guided, one-click contribution flow to the OpenDesign repository, written so that people without a coding background can send a real pull request. It is locked to the
Open source
- G

github-deep-research
Launchgithub-deep-research is an agent skill from the DeerFlow project that researches a single GitHub repository in several rounds and writes a report in Markdown. It is for requests that need more than a README summary, such as a comprehensive
Open source
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modelcontextprotocol/server-memory
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Learn Claude Code
by shareAI-lab - A really interesting analysis of how coding agents like Claude
About scholar-evaluation

scholar-evaluation
Structured scholarly-work evaluation for papers, proposals, literature reviews
scholar-evaluation is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It evaluates academic and scientific work against a repeatable rubric. It applies to reviewing a research paper, proposal, thesis chapter or literature review, to checking whether the claims in a piece of work are supported by its cited evidence, to assessing methodology, study design, analysis and stated limitations, to comparing two or more papers for quality or relevance, and to producing structured feedback that an author can use in a revision. The skill starts by identifying the artefact and its scope, so the review matches what is actually being assessed. Because it is a SKILL.md file of instructions, an AI agent loads it when such a review is requested and follows the same structure each time. It is free and open source, and the skills.sh listing shows a Snyk warning, with Gen Agent Trust Hub and Socket passing.
- Price
- Free
- Made by
- affaan-m
- Category
- AI Skills
- Website
- github.com/affaan-m/ecc/scholar-evaluation











