Developer Tools / AI Agent Frameworks

RRSI: Regularized Recursive Self-Improvement of Agent Harnesses

Research code for improving agent harnesses through regularized recursive self-improvement, with evaluation, selection, pruning, and domain-specific adapters.

Clear22/30
Useful25/30
Specific18/20
Complete17/20
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses screenshot

Why it was accepted

The snapshot shows a substantive open-source research project with a clear AI-agent focus, detailed overview, key features, and a working quickstart. It includes concrete implementation files, domain adapters, evaluation logic, and usage commands, which is enough for a useful public listing.

Weakness

The page does not fully show the paper, benchmark results, or how mature the project is beyond a small number of commits. A visitor also cannot tell the expected runtime/cost or what setup is needed for each domain without reading deeper into the repo.

Review status

16 days ago #1557 ↓ -2

Last evaluated 16 days ago. Current rank #1557. Down 2 spots in the rankings.

Score history

82

Related listings

CodeGraph screenshot
94

Developer Tools / AI for Code

CodeGraph is a local code knowledge graph for AI coding agents like Claude Code, Cursor, Codex, OpenCode, and Hermes Agent. It aims to cut token use, tool calls, and runtime by letting agents query pre-indexed code structure instead of scanning files repeatedly.

Mercemur screenshot
93

Developer Tools / API / AI Agent Infrastructure

Mercemur is a store automation platform with three interfaces: a REST API, an MCP server for AI agents, and a CLI for editing storefronts as files. The docs show authentication, scopes, rate limits, error handling, pagination, idempotency, and a large API surface for catalogue, orders, customers, pricing, and money.

Lumae screenshot
#4 Lumae
92

Developer Tools / Code Assistant

Lumae is a free native macOS screen recorder and screenshot tool for polished demos, with automatic zooms, cursor smoothing, motion blur, captions, voiceover, and annotated screenshots. It also exposes editing commands over MCP so agents like Claude Code or Claude Desktop can edit projects directly.

ripwire screenshot
#6 ripwire
92

Developer Tools / Code Assistant

A zero-dependency C++23 CLI and MCP server that gives coding agents a ranked map of a repository, including call context, blast radius, and tests to run.