The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Codesight
Universal AI context generator. Saves thousands of tokens per conversation in Claude Code, Cursor, Copilot, Codex, and more.
Install
npx codesightclaude mcp add codesight -- npx codesight{
"mcpServers": {
"codesight": {
"command": "npx",
"args": [
"codesight"
]
}
}
}Install command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →Your AI assistant wastes thousands of tokens every conversation just figuring out your project. codesight fixes that in one command.
4,000+ downloads and counting.
Zero dependencies. AST precision. 30+ framework detectors. 14 ORM parsers. 14 MCP tools. One npx call.
Works with TypeScript, JavaScript, Python, Go, Ruby, Elixir, Java, Kotlin, Rust, PHP, Dart, Swift, C#, and BrightScript/BrighterScript ( Roku). TypeScript projects get full AST precision. Everything else uses battle-tested regex detection across the same 30+ frameworks.
Built by Kailesk Khumar, founder of HouseofMVPs and Kailxlabs
Also: ultraship (39 expert skills for Claude Code) · claude-rank (SEO/GEO/AEO plugin for Claude Code)
0 dependencies · Node.js >= 18 · 149 tests · 14 MCP tools · MIT · tested on 25+ OSS projects across 14 languages
Works With
Claude Code, Cursor, GitHub Copilot, OpenAI Codex, Windsurf, Cline, Aider, and anything that reads markdown.
Install
npx codesight
That's it. Run it in any project root. No config, no setup, no API keys.
npx codesight --wiki # Generate wiki knowledge base (.codesight/wiki/)
npx codesight --init # Generate CLAUDE.md, .cursorrules, codex.md, AGENTS.md
npx codesight --open # Open interactive HTML report in browser
npx codesight --mcp # Start as MCP server (14 tools) for Claude Code / Cursor
npx codesight --blast src/lib/db.ts # Show blast radius for a file
npx codesight --profile claude-code # Generate optimized config for a specific AI tool
npx codesight --benchmark # Show detailed token savings breakdown
npx codesight --native-ast # Opt-in: AST plugins for more languages (see docs/wasm-plugins.md)
npx codesight --mode knowledge # Map knowledge base (.md notes → KNOWLEDGE.md)
npx codesight --mode knowledge ~/vault # Map Obsidian vault, ADRs, meeting notes, retros
Wiki Knowledge Base (v1.6.2)
Inspired by Karpathy's LLM wiki pattern — but compiled from AST, not an LLM. Zero API calls. 200ms.
npx codesight --wiki
Generates .codesight/wiki/ — a persistent knowledge base of your codebase that survives across every session:
.codesight/wiki/
index.md — catalog of all articles (~200 tokens) — read this at session start
overview.md — architecture, subsystems, high-impact files (~500 tokens)
auth.md — auth routes, middleware, session flow
payments.md — payment routes, webhook handling, billing flow
database.md — all models, fields, relations, high-impact DB files
users.md — user management routes and related models
ui.md — UI components with props
log.md — append-only record of every wiki operation
Why this cuts token usage further:
Instead of loading the full 5K token context map every conversation, your AI reads one targeted article:
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