Git · Codebase onboarding

Answers questions about a codebase by searching a prebuilt knowledge graph of its files, functions, classes and dependencies, not by rereading every source file.

Egonex-AI/Understand-Anything

Gives an in-depth explanation of one file, function or module by reading the project's knowledge graph and checking that the graph is still fresh.

Egonex-AI/Understand-Anything

Extracts business domains, flows and process steps from a codebase and produces an interactive horizontal flow graph, reusing an existing knowledge graph when one exists.

Egonex-AI/Understand-Anything

Maps an unfamiliar codebase into seven evidence-backed documents in docs/codebase/, using a scan script and templates, for onboarding or architecture write-ups.

github/awesome-copilot

Fills in issue-brief.md and pr-decisions.md for an existing pull request, so you can pick up a PR mid-flight with its linked issue and past review decisions summarized.

pydantic/pydantic-ai-harness

Searches git repositories cloned locally under a sandbox folder to answer questions with cited links and complete code snippets.

stickerdaniel/linkedin-mcp-server

SOP for terminal-based, git-native AI pair programming with Aider (git work-tree + tree-sitter repo-map + edit-format + human-in-loop REPL).

agentsope/SkillAlchemy

Filter text, records, code functions, or complete diff hunks by a plain-English description using Jev.

keltokhy/jgrep

Reads a codebase silently, asks only what it cannot infer, and recommends one AI-assisted development methodology stack with a contextual quick start.

FlorianBruniaux/claude-code-ultimate-guide

Find files that historically co-change with a target symbol or file, ranked by co-occurrence across git episodes.

syncable-dev/memtrace-public

Searches local files and code through one script, seek.py, that picks between rg, fd and macOS Spotlight and works in three layers: locate, context, close reading.

taxueseek/argo

Contributor rules for the cmux repo: tagged Debug builds through reload.sh, first-time setup, Xcode project normalization and per-tag sidebar extension points.

disler/learning-cmux-with-agents

Encodes a repository into the Forgetful knowledge base as a project, entities, atomic memories and documents, so a second run updates instead of duplicating.

ScottRBK/forgetful

mini-harness · initialize or re-initialize a repo's memory under .harness/repoinfo/ with a multi-agent pass — three-perspective codebase overview, ranked scripts map, issue scan, git-seeded update…

HangYu8123/mini-harness

Answers structural questions about a repository, such as where a symbol is defined, what calls it and what changed recently, through the basemind MCP server.

Goldziher/basemind

Drives the basemind code-intelligence tool from the command line for symbol search, callers, git history and blame, document search and web crawling, sharing its cache with the MCP server.

Goldziher/basemind

Reports whether a fresh Codewhale checkout is current, builds and passes its tests, and what changed since the contributor was last here, without touching the working tree.

codewhale-hq/Codewhale

Establishes live repo truth at the start of a Codewhale session, five commands covering checkout, worktree sprawl, uncommitted changes and which AGENTS.md rules apply.

codewhale-hq/Codewhale

分析一个陌生的代码库，并生成一个结构化的入门指南，包括架构图、关键入口点、规范和一个起始的CLAUDE.md文件。适用于加入新项目或首次在代码仓库中设置Claude Code时。

affaan-m/ECC

A 5-minute gate the coder runs at project kickoff (and again whenever the repo shape changes).

agentsope/SkillAlchemy

Parallel competency-based code review. An agent skill from AnastasiyaW/codex-claude-code-config.

AnastasiyaW/codex-claude-code-config

Generate comprehensive status reports for git repositories. An agent skill from espennilsen/pi.

espennilsen/pi