Research & Data Agents tools for Codex / OpenAI

Chat with your data. NL to Pandas/SQL

ShinkaEvolve: Towards Open-Ended and Sample-Efficient Program Evolution

CORAL: Autonomous multi-agent evolution for open-ended discovery (arXiv:2604.01658). Long-running agents with shared persistent memory, asynchronous execution, and heartbeat-based interventions; SOTA on 10 math/algorithmic/systems tasks

by Wenyu Chiou - A catalog of 15 Claude Code skills mapped to 8 research-workflow stages (literature → gap analysis → design → drafting → reviewer response), where each stage emits an explicit YAML/Markdown deliverable the next stage consumes. Thoughtfully designed around anti-hallucination — schemas force "gap" status on unsupported claims, and downstream skills refuse malformed, overconfident ha

Conversations with your files! Manage and run your AI presets!

BlockAGI conducts iterative, domain-specific research, and outputs detailed narrative reports to showcase its findings. github

Self-improving software factory for AI/ML objectives. State an objective and it runs a campaign: candidate solutions designed, implemented by coding agents (Claude Code, Codex), measured against the objective, and the closest refined until it is met. Each finished campaign leaves lessons carrying the evidence that earned them, and repositories and papers feed the same knowledge hub, so the next ca

by muend - Skills for geospatial analysis that require coordinate-system, spatial-validation and comparability checks before a result is reported, and narrow or refuse a claim the data cannot support. Ships a paired evaluation against a skills-disabled control arm