Most coding agents grep and glob raw source into LLM's context window and hope the model is smart. Benzi compiles your codebase into a queryable map of calls, data flow, control flow and class hierarchy first; then it reads, explains, runs, edits and verifies your code using it. Includes a runtime tracer. 82.4% SWE-bench Verified for < $13.
OpenContextEngine is a self-hosted, ACE-compatible code retrieval service. It indexes source files with cAST-aware chunking, stores metadata in PostgreSQL or SQLite, performs dense vector retrieval in Milvus 3.0, and reranks results with an LLM before coverage-aware selection.
Production-Stage Visual Design & In-Codebase UI Engineering Suite
Normify · DSH 插件:把项目架构写成归一化的分形模块树,三层校验(写时 / 校验 / 冻结回执)、30 个 normify_* 工具 + normify-gen 技能,一键渲染单文件交互式架构图;支持伴随式开发(change_open → brief → check → 实施 → refresh → change_close)。
The business intent layer for your codebase. Ground user stories in the code that implements them.
Codebase search powered by Jev from @typesafe-ai
🗡️ Pokedex KMP demonstrates modern Kotlin Multiplatform development with Compose Multiplatform, running from one shared codebase on Android, iOS, desktop, and the web.
ScienceIDE: Turning World’s Scientific Codebase into Agent Learnable Environments
Training Object Permanence in World Models — the codebase
Fly over a codebase as a zoomable GPU treemap (2D and 3D city), built with Makepad
Cartograph turns any GitHub repo into an interactive dependency map by parsing real code to analyze structure, trace imports, calculate blast radius, and explain modules without AI guessing edges.
CodeMonk 🥋 —>An open-source AI powered code intelligence platform that helps developers understand, explore, and navigate complex codebases using modern Spring Boot, Spring AI, RAG, knowledge graphs, and intelligent code analysis
Codebase for "Language Models that Play Chess and Explain their Moves"
A plugin for herdr to maximize agentic development without losing touch with the actual codebase
Code-to-design-to-code: Claude Code skills closing the loop between Figma and a production codebase — d2c / c2d / ds-govern. Install: npx skills add BIAsia/c2d2c
Turn any codebase into a visual architecture wiki that stays in sync with your code|把任何代码库变成一份清晰可视化、随代码自动保持同步的架构图
Minimal, dependency-free C++ web framework using Linux epoll. (Revived & audited from our archived legacy codebase).
This Repository will act like the codebase for the Pallavi College of Engineering 3rd Year Code Unnati Students
Codebase for "StreamHOI: Interaction-aware Temporal Context Adaptation for Streaming HOI Video Synthesis"
The contraction gate for Rails: no PR merges while the codebase holds duplication the Contract doesn't keep
Tools for AI agents to test, fix and optimise your codebase
ACE-compatible code context retrieval engine: real-time codebase indexing and low-latency context for AI coding assistants
Sleuth finds hardcoded secrets, API keys, tokens, private keys and high-entropy strings in your codebase fast, accurately, and with beautiful output.
A multi-agent application-security review harness for Claude Code (and, later, other AI agents). One router skill dispatches to a full offensive-security pipeline that maps a codebase, hunts vulnerabilities with a per-class knowledge base, chains findings into escalations, verifies real impact, and reports to README/JSON/SARIF/doc/PDF.
A performance-focused Rust project built with a strong emphasis on stability, modularity, and keeping the codebase up to date with the latest game changes.
A codebase scanner that helps you not run malicous code
A repo investigator for Claude Code and Codex. Offload codebase investigation and get up to 2.7× as much work from the same limits.
An AI agent that turns confusing OSS issues into clear starter briefs by analyzing the issue, codebase, past PRs, relevant files, and estimated difficulty. Built to help first-time contributors make their first PR.
Two source-verified AI-agent skills that turn project code into traceable business-rule documents (whole-project + single-module). Graph-guided, evidence-graded, evaluation-backed.
Official codebase for the paper "Sharpening Tax in Post-Training"
Interactive 3D Git history visualizer & time-travel explorer with AI-powered codebase lore
Disaggregated quantization official codebase
Two agents spar over one codebase until every review finding is reconciled.
Codebase-Memory-MCP Manager CLI TUI to interactively manage cbm projects, artifacts, server.
🥷 Give your codebase a black belt. Local code intelligence, security analysis, and compiler-backed facts for humans and AI.
jsii allows code in any language to naturally interact with JavaScript classes. It is the technology that enables the AWS Cloud Development Kit to deliver polyglot libraries from a single codebase!