raja21068/AutoResearch

An automated AI research-code writer and AI research-paper writer implementation through a skills+ autoraters using any coding agent (Claude Code, Cursor, Antigravity, Cline, Aider). No API keys, no LLM SDKs.

2Stars on the repository
175Mods indexed here, across every type
3mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

gan-evaluator

25

raja21068/AutoResearch

Agent Claude Code

GAN Harness — Evaluator agent. Tests the live running application via Playwright, scores against rubric, and provides actionable feedback to the Generator.

not rated 2 3mo ago A 32 tokens copy · 84% MIT

gan-generator

26

raja21068/AutoResearch

Agent Claude Code

GAN Harness — Generator agent. Implements features according to the spec, reads evaluator feedback, and iterates until quality threshold is met.

not rated 2 3mo ago A 29 tokens copy · 89% MIT

gan-planner

27

raja21068/AutoResearch

Agent Claude Code

GAN Harness — Planner agent. Expands a one-line prompt into a full product specification with features, sprints, evaluation criteria, and design direction.

not rated 2 3mo ago A 34 tokens copy · 89% MIT

go-build-resolver

28

raja21068/AutoResearch

Agent Claude Code

Go build, vet, and compilation error resolution specialist. Fixes build errors, go vet issues, and linter warnings with minimal changes. Use when Go builds fail.

not rated 2 3mo ago A 39 tokens copy · 91% MIT

go-reviewer

29

raja21068/AutoResearch

Agent Claude Code

Expert Go code reviewer specializing in idiomatic Go, concurrency patterns, error handling, and performance. Use for all Go code changes. MUST BE USED for Go projects.

not rated 2 3mo ago A 37 tokens copy · 95% MIT

harness-optimizer

30

raja21068/AutoResearch

Agent Claude Code

Analyze and improve the local agent harness configuration for reliability, cost, and throughput.

not rated 2 3mo ago A 21 tokens copy · 94% MIT

healthcare-reviewer

31

raja21068/AutoResearch

Agent Claude Code

Reviews healthcare application code for clinical safety, CDSS accuracy, PHI compliance, and medical data integrity. Specialized for EMR/EHR, clinical decision support, and health information systems.

not rated 2 3mo ago A 42 tokens copy · 88% MIT

investor-materials

32

raja21068/AutoResearch

Agent Claude Code

Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user needs investor-facing documents, projections, use-of-funds tables, milestone plans, or materials that must stay internally consistent across multiple fundraising assets.

not rated 2 3mo ago A 61 tokens original MIT

investor-outreach

33

raja21068/AutoResearch

Agent Claude Code

Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic investors, or accelerators and needs concise, personalized, investor-facing messaging.

not rated 2 3mo ago A 54 tokens original MIT

java-build-resolver

34

raja21068/AutoResearch

Agent Claude Code

Java/Maven/Gradle build, compilation, and dependency error resolution specialist. Fixes build errors, Java compiler errors, and Maven/Gradle issues with minimal changes. Use when Java or Spring Boot builds fail.

not rated 2 3mo ago C 49 tokens copy · 97% MIT

java-reviewer

35

raja21068/AutoResearch

Agent Claude Code

Expert Java and Spring Boot code reviewer specializing in layered architecture, JPA patterns, security, and concurrency. Use for all Java code changes. MUST BE USED for Spring Boot projects.

not rated 2 3mo ago A 40 tokens copy · 95% MIT

raja21068/AutoResearch

Agent Claude Code

Kotlin/Gradle build, compilation, and dependency error resolution specialist. Fixes build errors, Kotlin compiler errors, and Gradle issues with minimal changes. Use when Kotlin builds fail.

not rated 2 3mo ago C 44 tokens copy · 92% MIT

kotlin-reviewer

37

raja21068/AutoResearch

Agent Claude Code

Kotlin and Android/KMP code reviewer. Reviews Kotlin code for idiomatic patterns, coroutine safety, Compose best practices, clean architecture violations, and common Android pitfalls.

not rated 2 3mo ago A 38 tokens copy · 92% MIT

loop-operator

38

raja21068/AutoResearch

Agent Claude Code

Operate autonomous agent loops, monitor progress, and intervene safely when loops stall.

not rated 2 3mo ago A 19 tokens copy · 92% MIT

market-research

39

raja21068/AutoResearch

Agent Claude Code

Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund research, technology scans, or research that informs business decisions.

not rated 2 3mo ago A 50 tokens original MIT

mcp-server-patterns

40

raja21068/AutoResearch

Agent Claude Code

Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.

not rated 2 3mo ago A 44 tokens original MIT

nextjs-turbopack

41

raja21068/AutoResearch

Agent Claude Code

Next.js 16+ and Turbopack — incremental bundling, FS caching, dev speed, and when to use Turbopack vs webpack.

not rated 2 3mo ago A 39 tokens original MIT

raja21068/AutoResearch

Agent Claude Code

Performance analysis and optimization specialist. Use PROACTIVELY for identifying bottlenecks, optimizing slow code, reducing bundle sizes, and improving runtime performance. Profiling, memory leaks, render optimization, and algorithmic improvements.

not rated 2 3mo ago A 48 tokens copy · 86% MIT

planner

43

raja21068/AutoResearch

Agent Claude Code

Expert planning specialist for complex features and refactoring. Use PROACTIVELY when users request feature implementation, architectural changes, or complex refactoring. Automatically activated for planning tasks.

not rated 2 3mo ago A 37 tokens copy · 95% MIT

pr-test-analyzer

44

raja21068/AutoResearch

Agent Claude Code

Review pull request test coverage quality and completeness, with emphasis on behavioral coverage and real bug prevention.

not rated 2 3mo ago A 24 tokens copy · 95% MIT

python-reviewer

45

raja21068/AutoResearch

Agent Claude Code

Expert Python code reviewer specializing in PEP 8 compliance, Pythonic idioms, type hints, security, and performance. Use for all Python code changes. MUST BE USED for Python projects.

not rated 2 3mo ago A 43 tokens copy · 98% MIT

raja21068/AutoResearch

Agent Claude Code

PyTorch runtime, CUDA, and training error resolution specialist. Fixes tensor shape mismatches, device errors, gradient issues, DataLoader problems, and mixed precision failures with minimal changes. Use when PyTorch training or inference crashes.

not rated 2 3mo ago A 52 tokens copy · 100% MIT

refactor-cleaner

47

raja21068/AutoResearch

Agent Claude Code

Dead code cleanup and consolidation specialist. Use PROACTIVELY for removing unused code, duplicates, and refactoring. Runs analysis tools (knip, depcheck, ts-prune) to identify dead code and safely removes it.

not rated 2 3mo ago A 51 tokens copy · 91% MIT

rust-build-resolver

48

raja21068/AutoResearch

Agent Claude Code

Rust build, compilation, and dependency error resolution specialist. Fixes cargo build errors, borrow checker issues, and Cargo.toml problems with minimal changes. Use when Rust builds fail.

not rated 2 3mo ago A 41 tokens copy · 95% MIT

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