Open source alternatives to peer-review
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
More AI Skills apps

modelcontextprotocol/server-memory
Knowledge graph-based persistent memory for maintaining context

netdata/netdata#Netdata
Discovery, exploration, reporting and root cause analysis over Netdata metrics

Learn Claude Code
by shareAI-lab - A really interesting analysis of how coding agents like Claude
About peer-review

peer-review
Prepares evidence-bounded
peer-review is an agent skill that helps an accountable human reviewer write a rigorous, fair and actionable assessment of a scientific manuscript. It prepares evidence-bounded, constructive review drafts and structured assessments. It treats every unpublished submission and review as confidential, and it sets a firm safety boundary before any manuscript is read. You must confirm that you are authorised by the publisher, editor, author or other owner of the material, and check the target venue's review, confidentiality, co-review, retention and AI-tool policies. The skill asks you to record conflicts of interest, the limits of your competence, the scope you were asked to review, and whether a specialist should look at parts of it. It defaults to local-only processing. If authorisation is unclear, it will not inspect or quote the manuscript, and it limits itself to an intake validator or to synthetic and public examples until the question is resolved. It also points out that running a bundled tool locally does not make a hosted assistant session local, so any manuscript text read into a hosted assistant counts as external processing for venue policy.
- Price
- Free
- Made by
- k-dense-ai
- Category
- AI Skills
- Website
- github.com/k-dense-ai/scientific-agent-skills/peer-review











