MCP App StoreMCP App Store
from wjgoarxiv
Autonomous research and experimentation loop for iterative optimization of code, prompts, and configs.
Inspired by Karpathy's autoresearch, this skill transforms an LLM into an autonomous research agent. It generalizes the iterative process of ML training to any domain that has a measurable metric and a defined search space.
Core Workflow:
research.md.Key Subcommands:
/autoresearch:plan: Setup wizard to create research.md./autoresearch:debug & :fix: Scientific bug hunting and iterative error correction./autoresearch:predict: Multi-persona deliberation./autoresearch:security: Iterative STRIDE/OWASP audits./autoresearch:ship: Universal shipping workflows.This skill has not been reviewed by our automated audit pipeline yet.
Development Worktree
Create an isolated git worktree for feature work, auto-run project setup, and verify a clean test baseline before development.
WRDS Query & ETL Enforcement
Standards and enforcement guidance for querying WRDS data and running SAS/ETL on the WRDS grid—includes query validation, SGE submission patterns, and performan
Academic Research Search
Search academic literature across multiple sources, deduplicate results, resolve DOIs, and surface trusted papers with concise takeaways.
Readwise Reader Document Management
Manage Readwise Reader documents: list, save, search, move, tag, highlight, export and bulk-edit via official and custom CLIs.
Bounty Hunter — Atlas
Persona skill: 'Atlas' — a profit-focused developer persona for discovering, evaluating and executing paid bounties or freelance tasks with ROI-aware workflows.
Junshi — Research Advisor
Daily strategic research advisor that scans arXiv/venues, digests papers, and proposes bold, ranked research ideas tailored to the user's profile.
Full Stack Builder
End-to-end builder that scaffolds, implements, tests, and optionally deploys web and API applications from a natural-language specification.
ezBookkeeping API Tools
Command-line API tools for ezBookkeeping: record and query transactions, retrieve accounts/categories/tags, and fetch exchange rates for self-hosted personal fi