Scholar Evaluation
This gives Claude a structured rubric for evaluating academic work like research papers, proposals, or thesis chapters. You point it at an artifact and it checks whether claims are backed by citations, reviews methodology and study design, flags limitations, and produces structured feedback you can actually use for revisions. It's built for repeatability, so you're not reinventing your evaluation criteria every time. With over 1,000 installs and solid audit passes, it seems people are using it for consistent peer review workflows. Good fit if you're supervising research, running a journal review process, or just trying to be more systematic about reading papers instead of scribbling vague margin notes.
- skills.sh installs
- 3.4K
- GitHub stars
- 300.3K
- last updated
- Aug 21, 2026
Install
$ npx -y skills add affaan-m/ecc --skill scholar-evaluation --agent claude-codeInstalls into .claude/skills of the current project.
Files
This gives Claude a structured rubric for evaluating academic work like research papers, proposals, or thesis chapters. You point it at an artifact and it checks whether claims are backed by citations, reviews methodology and study design, flags limitations, and produces structured feedback you can actually use for revisions. It's built for repeatability, so you're not reinventing your evaluation criteria every time. With over 1,000 installs and solid audit passes, it seems people are using it for consistent peer review workflows. Good fit if you're supervising research, running a journal review process, or just trying to be more systematic about reading papers instead of scribbling vague margin notes.
Browse the repository on GitHubSponsors
Agent CaffeineSponsoredClose your lid, come back to finished work
SnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthly
WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
knobsSponsoredSee your site on any phone, any day, in any languageDetails
- Repository
- github.com/affaan-m/ecc
- Categories
- Documentation, Code Review & Quality, Data Science & ML
- First seen
- Jul 14, 2026
More from affaan-m/ecc
All 263- Pubmed Database3.3K
- Gget3.2K
- Uspto Database3.2K
- Motion Ui2.8K
- Everything Claude Code Conventions1.6K
- Ito Market Intelligence1.5K
- Ito Trade Planner1.5K
- Ito Basket Compare1.5K
- Ito Data Atlas Agent1.5K
- Agent Harness Construction1.1K
- Autonomous Agent Harness1.1K
- Continuous Learning V21.1K
- Video Editing8.6K
- Docker Patterns7.7K
- Security Review7.6K
- Rust Testing7.4K
- Backend Patterns7.2K
- Frontend Patterns7.1K
- Coding Standards7K
- Market Research6.9K
- Python Patterns6.7K
- Api Design6.6K
- Laravel Security6.6K
- Frontend Slides6.5K
Recommended
More Documentation
netlify-frameworksnetlify/context-and-toolsGuide for deploying web frameworks on Netlify. Use when setting up a framework project (Vite/React, Astro, TanStack Start, Next.js, Nuxt, SvelteKit, Remix) for 3.4Kskills.sh installs
building-mcp-server-on-cloudflarecloudflare/skillsBuilds remote MCP (Model Context Protocol) servers on Cloudflare Workers with tools, OAuth authentication, and production deployment. Generates server code, con3.4Kskills.sh installs
aso-auditeronred/aso-skillsWhen the user wants a full ASO health audit, review their App Store listing quality, or diagnose why their app isn't ranking. Also use when the user mentions "A3.4Kskills.sh installs
provider-test-patternshashicorp/agent-skillsTerraform provider acceptance test patterns using terraform-plugin-testing with the Plugin Framework. Covers test structure, TestCase/TestStep fields, ConfigSta3.4Kskills.sh installs
user-storiesphuryn/pm-skillsCreate user stories following the 3 C's (Card, Conversation, Confirmation) and INVEST criteria with descriptions, design links, and acceptance criteria. Use whe3.4Kskills.sh installs
git-summarize-weeklyzc277584121/mygitpluginSummarize weekly GitHub contributions for writing weekly reports3.4Kskills.sh installs