Merge branch 'main' into feat/add-kiro-platform-support

2026-06-22 10:58:03 +08:00 · 2026-06-15 11:34:39 +09:00
parent aa3a220e75 09ede1917f
commit ede10b9f12
54 changed files with 2244 additions and 531 deletions
@@ -4,7 +4,7 @@
    "description": "LLM-powered codebase analysis producing interactive knowledge graphs, guided tours, and deep-dive explanations"
  },
  "owner": {
-    "name": "Lum1104"
+    "name": "Egonex"
  },
  "plugins": [
    {
@@ -1,12 +1,12 @@
 {
  "name": "understand-anything",
  "description": "AI-powered codebase understanding — analyze, visualize, and explain any project",
-  "version": "2.7.5",
+  "version": "2.7.7",
  "author": {
-    "name": "Lum1104"
+    "name": "Egonex"
  },
-  "homepage": "https://github.com/Lum1104/Understand-Anything",
-  "repository": "https://github.com/Lum1104/Understand-Anything",
+  "homepage": "https://github.com/Egonex-AI/Understand-Anything",
+  "repository": "https://github.com/Egonex-AI/Understand-Anything",
  "license": "MIT",
  "keywords": [
    "codebase-analysis",
@@ -1,12 +1,12 @@
 {
  "name": "understand-anything",
  "description": "AI-powered codebase understanding — analyze, visualize, and explain any project",
-  "version": "2.7.5",
+  "version": "2.7.7",
  "author": {
-    "name": "Lum1104"
+    "name": "Egonex"
  },
-  "homepage": "https://github.com/Lum1104/Understand-Anything",
-  "repository": "https://github.com/Lum1104/Understand-Anything",
+  "homepage": "https://github.com/Egonex-AI/Understand-Anything",
+  "repository": "https://github.com/Egonex-AI/Understand-Anything",
  "license": "MIT",
  "keywords": ["codebase-analysis", "knowledge-graph", "architecture", "onboarding", "dashboard"],
  "skills": "./understand-anything-plugin/skills/",
@@ -2,12 +2,12 @@
  "name": "understand-anything",
  "displayName": "Understand Anything",
  "description": "AI-powered codebase understanding — analyze, visualize, and explain any project",
-  "version": "2.7.5",
+  "version": "2.7.7",
  "author": {
-    "name": "Lum1104"
+    "name": "Egonex"
  },
-  "homepage": "https://github.com/Lum1104/Understand-Anything",
-  "repository": "https://github.com/Lum1104/Understand-Anything",
+  "homepage": "https://github.com/Egonex-AI/Understand-Anything",
+  "repository": "https://github.com/Egonex-AI/Understand-Anything",
  "license": "MIT",
  "keywords": ["codebase-analysis", "knowledge-graph", "architecture", "onboarding", "dashboard"],
  "skills": "./understand-anything-plugin/skills/",
@@ -1 +0,0 @@
-patreon: Lum1104
@@ -0,0 +1,85 @@
+name: Bug report
+description: Report something that isn't working
+title: "bug: "
+labels: ["bug"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for taking the time to file a bug. The more concrete you can be,
+        the faster it gets fixed. If you can include the analyzed project's
+        primary language and an approximate file count, that's gold.
+
+  - type: textarea
+    id: what-happened
+    attributes:
+      label: What happened?
+      description: What did you do, what did you expect to happen, and what actually happened?
+      placeholder: |
+        1. Ran `/understand --full` on a ~3,000 file Rust project
+        2. Expected: dashboard opens with the graph
+        3. Got: dashboard shows "Failed to load graph: schema validation error"
+    validations:
+      required: true
+
+  - type: textarea
+    id: reproduce
+    attributes:
+      label: Minimal reproduction
+      description: Smallest set of steps (or a link to a public repo) that reproduces the issue.
+    validations:
+      required: false
+
+  - type: input
+    id: version
+    attributes:
+      label: Plugin version
+      description: Run `/understand --version` or check `~/.claude/plugins/cache/understand-anything/understand-anything/`.
+      placeholder: "e.g. 2.7.4"
+    validations:
+      required: true
+
+  - type: dropdown
+    id: platform
+    attributes:
+      label: Platform / client
+      multiple: true
+      options:
+        - Claude Code (CLI)
+        - Claude Code (VS Code extension)
+        - Claude Code (JetBrains)
+        - Cursor
+        - GitHub Copilot CLI
+        - opencode
+        - Other (please describe in "What happened?")
+    validations:
+      required: true
+
+  - type: input
+    id: os
+    attributes:
+      label: OS + Node version
+      placeholder: "e.g. macOS 14.5 (arm64), Node v22.6.0"
+    validations:
+      required: true
+
+  - type: input
+    id: project-language
+    attributes:
+      label: Primary language of the analyzed project
+      placeholder: "e.g. TypeScript, Python, Swift…"
+
+  - type: input
+    id: file-count
+    attributes:
+      label: Approximate file count of the analyzed project
+      placeholder: "e.g. ~3,000"
+
+  - type: textarea
+    id: logs
+    attributes:
+      label: Relevant logs
+      description: |
+        Any console output, the contents of `.understand-anything/intermediate/`
+        if it still exists, or screenshots of the dashboard error.
+      render: shell
@@ -0,0 +1,8 @@
+blank_issues_enabled: false
+contact_links:
+  - name: README & docs
+    url: https://github.com/Egonex-AI/Understand-Anything#readme
+    about: Most usage questions are answered in the project README.
+  - name: Discussions
+    url: https://github.com/Egonex-AI/Understand-Anything/discussions
+    about: For open-ended discussion, design proposals, or sharing how you use the tool.
@@ -0,0 +1,34 @@
+name: Feature request
+description: Suggest an idea or improvement
+title: "feat: "
+labels: ["enhancement"]
+body:
+  - type: textarea
+    id: problem
+    attributes:
+      label: What problem are you trying to solve?
+      description: Describe the user pain or workflow gap. Concrete examples help more than abstract framing.
+      placeholder: |
+        When onboarding new engineers to our 8k-file Go monorepo, they spend
+        days finding the auth boundary. /understand finds the files but the
+        dashboard doesn't visually separate "trusted" from "untrusted" zones.
+    validations:
+      required: true
+
+  - type: textarea
+    id: proposal
+    attributes:
+      label: Proposed solution (optional)
+      description: If you have an idea for what the feature should look like, share it. Skip if you'd rather just describe the problem.
+
+  - type: textarea
+    id: alternatives
+    attributes:
+      label: Alternatives you've considered
+      description: Other tools, workarounds, or approaches you've tried.
+
+  - type: input
+    id: scope
+    attributes:
+      label: Which part of the project?
+      placeholder: "skill / dashboard / core / agents / all"
@@ -0,0 +1,24 @@
+name: Question / usage help
+description: Ask a question about how to use the project
+title: "question: "
+labels: ["question"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        For general usage questions. If you found a bug, please use the bug
+        report template instead — it asks for the information needed to
+        reproduce.
+
+  - type: textarea
+    id: question
+    attributes:
+      label: Your question
+    validations:
+      required: true
+
+  - type: textarea
+    id: tried
+    attributes:
+      label: What have you already tried?
+      description: Helps avoid suggesting things you've already ruled out.
@@ -0,0 +1,26 @@
+## Summary
+
+<!-- One or two sentences on what this PR changes and why. -->
+
+## Linked issue(s)
+
+<!-- e.g. Closes #123, Refs #456. Leave empty if there's no tracking issue. -->
+
+## How I tested this
+
+<!-- Concrete steps. "Ran the test suite" is fine; "Ran /understand on a 3k-file
+Swift repo and verified the dashboard shows non-empty edges" is better. -->
+
+- [ ] `pnpm lint`
+- [ ] `pnpm --filter @understand-anything/core test`
+- [ ] `pnpm test`
+- [ ] Manual smoke test (describe above)
+
+## Versioning
+
+<!-- If this PR ships a user-visible behavior change, bump the version in ALL
+five manifests per CLAUDE.md. If it's docs/tests/internal-only, leave them
+alone and the maintainer will bump on merge. -->
+
+- [ ] Version bumped in all five manifests, OR
+- [ ] N/A — internal/docs-only change
@@ -1,7 +1,21 @@
 name: CI

 on:
+  # Run on every PR so a contributor's first push gets feedback.
  pull_request:
+  # Also run on direct pushes to main so the "main is green" signal is real.
+  # Without this, main can silently break for days when someone bypasses
+  # review. (#249)
+  push:
+    branches: [main]
+
+# Cancel any in-flight CI for the same ref when a new commit is pushed —
+# saves runner minutes and keeps the latest commit's status the only one
+# anyone reads. `github.ref` is a controlled value (refs/heads/* or
+# refs/pull/*/merge), not user-controlled input, so it's safe to interpolate.
+concurrency:
+  group: ci-${{ github.ref }}
+  cancel-in-progress: true

 jobs:
  ci:
@@ -12,5 +12,8 @@ __pycache__/
 .worktrees/
 homepage/public/demo/
 .private/
-__pycache__/
+.venv/
+venv/
 *.pyc
+*.pyo
+Thumbs.db
@@ -0,0 +1,39 @@
+# Code of Conduct
+
+We want this project to be a welcoming place for everyone who wants to
+contribute, learn, or use it — regardless of experience level, background, or
+identity.
+
+## In short
+
+- **Be respectful.** Treat others the way you'd want to be treated.
+- **Assume good intent.** Most disagreements are misunderstandings.
+- **Be constructive.** Critique ideas, not people. Suggest improvements.
+- **Keep it on-topic.** This project is about understanding codebases.
+
+## What's not OK
+
+- Personal attacks, insults, or sustained disruption of discussions.
+- Posting someone's private information without their explicit permission.
+- Repeatedly ignoring requests from maintainers to change behavior.
+
+## Reporting
+
+If you see behavior that violates this code, please open a private email to
+the maintainer listed in the repository profile, or use GitHub's
+[private vulnerability / abuse reporting](https://docs.github.com/en/communities/maintaining-your-safety-on-github/reporting-abuse-or-spam).
+
+Maintainers will review reports and take whatever action they think is
+appropriate — typically a private warning, sometimes a temporary or permanent
+ban from the project. Reports will be kept confidential.
+
+## Scope
+
+This code applies in all project spaces: issues, pull requests, discussions,
+commits, and any other project-affiliated channel.
+
+---
+
+This document is intentionally short. It's based on the spirit of the
+[Contributor Covenant](https://www.contributor-covenant.org/) without
+reproducing it verbatim.
@@ -1,6 +1,7 @@
 MIT License

 Copyright (c) 2026 Yuxiang Lin
+Copyright (c) 2026 Infinite Universe, Inc.

 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
@@ -7,7 +7,13 @@
 </p>

 <p align="center">
-  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Lum1104%2FUnderstand-Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+  <strong>Understand Anything. <a href="https://egonex.ai">Understand Anyone.</a></strong>
+  <br />
+  <em>AI should help people, not replace them.</em>
+</p>
+
+<p align="center">
+  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Understand Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
 </p>

 <p align="center">
@@ -16,7 +22,7 @@

 <p align="center">
  <a href="#-quick-start"><img src="https://img.shields.io/badge/Quick_Start-blue" alt="Quick Start" /></a>
-  <a href="https://github.com/Lum1104/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/License-MIT-yellow" alt="License: MIT" /></a>
+  <a href="https://github.com/Egonex-AI/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/License-MIT-yellow" alt="License: MIT" /></a>
  <a href="https://docs.anthropic.com/en/docs/claude-code"><img src="https://img.shields.io/badge/Claude_Code-8A2BE2" alt="Claude Code" /></a>
  <a href="#codex"><img src="https://img.shields.io/badge/Codex-000000" alt="Codex" /></a>
  <a href="#vs-code--github-copilot"><img src="https://img.shields.io/badge/Copilot-24292e" alt="Copilot" /></a>
@@ -27,6 +33,7 @@
  <a href="#trae"><img src="https://img.shields.io/badge/Trae-7e22ce" alt="Trae" /></a>
  <a href="https://understand-anything.com"><img src="https://img.shields.io/badge/Homepage-d4a574" alt="Homepage" /></a>
  <a href="https://understand-anything.com/demo/"><img src="https://img.shields.io/badge/Live_Demo-00c853" alt="Live Demo" /></a>
+  <a href="https://egonex.ai"><img src="https://img.shields.io/badge/Understand_Anyone-egonex.ai-d4a574" alt="Understand Anyone" /></a>
 </p>

 <p align="center">
@@ -34,9 +41,9 @@
 </p>

 <p align="center">
-  <strong>💬 <a href="https://discord.gg/pydat66RY">Join the Discord community &rarr;</a></strong>
+  <strong>An open-source project from <a href="https://github.com/Egonex-AI">Egonex</a></strong>
  <br />
-  <em>Ask questions, share what you've built, get help from the community.</em>
+  <em>Originally created by <a href="https://github.com/Lum1104">Lum1104</a>.</em>
 </p>

 ---
@@ -106,7 +113,7 @@ Point `/understand-knowledge` at a [Karpathy-pattern LLM wiki](https://gist.gith
 ### 1. Install the plugin

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

@@ -127,6 +134,8 @@ A multi-agent pipeline scans your project, extracts every file, function, class,
 # Supported languages: en (default), zh, zh-TW, ja, ko, ru
 ```

+On the **first run** in a project — when you don't pass `--language` and no language is stored yet — `/understand` detects the language you're conversing in. If it isn't English, it asks you to confirm (or override) before generating; English conversations are unaffected. Your choice is saved to `.understand-anything/config.json` and reused on every later run.
+
 The `--language` parameter affects:
 - Node summaries and descriptions in the knowledge graph
 - Dashboard UI labels, buttons, and tooltips
@@ -180,27 +189,29 @@ Understand-Anything works across multiple AI coding platforms.
 ### Claude Code (Native)

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

-### One-line install (Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI / Trae / Kiro)
+
+### One-line install (Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI / Trae / Nanobot / Kiro)
+

 **macOS / Linux:**
 ```bash
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash
 # or skip the prompt by passing the platform:
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash -s codex
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash -s codex
 ```

 **Windows (PowerShell):**
 ```powershell
-iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.ps1 | iex
+iwr -useb https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.ps1 | iex
 ```

 The installer clones the repo to `~/.understand-anything/repo` and creates the right symlinks for the chosen platform. Restart your CLI/IDE afterwards.

- Supported `<platform>` values: `gemini`, `codex`, `opencode`, `pi`, `openclaw`, `antigravity`, `vibe`, `vscode`, `hermes`, `cline`, `kimi`, `trae`, `kiro`
+- Supported `<platform>` values: `gemini`, `codex`, `opencode`, `pi`, `openclaw`, `antigravity`, `vibe`, `vscode`, `hermes`, `cline`, `kimi`, `trae`, `nanobot`, `kiro`
 - Update later: `./install.sh --update`
 - Uninstall: `./install.sh --uninstall <platform>`

@@ -208,7 +219,7 @@ The installer clones the repo to `~/.understand-anything/repo` and creates the r

 Cursor auto-discovers the plugin via `.cursor-plugin/plugin.json` when this repo is cloned. No manual installation needed — just clone and open in Cursor.

-If auto-discovery doesn't pick it up, install it manually: open **Cursor Settings → Plugins**, paste `https://github.com/Lum1104/Understand-Anything` into the search field, and add it from there.
+If auto-discovery doesn't pick it up, install it manually: open **Cursor Settings → Plugins**, paste `https://github.com/Egonex-AI/Understand-Anything` into the search field, and add it from there.

 ### VS Code + GitHub Copilot

@@ -219,7 +230,7 @@ For personal skills (available across all projects), run the `install.sh` above
 ### Copilot CLI

 ```bash
-copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
+copilot plugin install Egonex-AI/Understand-Anything:understand-anything-plugin
 ```

 ### Kiro CLI / IDE
@@ -253,15 +264,17 @@ For personal skills (available across all projects), run the `install.sh` above
 | Cline | ✅ Supported | `install.sh cline` |
 | KIMI CLI | ✅ Supported | `install.sh kimi` |
 | Trae | ✅ Supported | `install.sh trae` |
+| Nanobot | ✅ Supported | `install.sh nanobot` |
 | Kiro CLI / IDE | ✅ Supported | `install.sh kiro` |

+
 ---

 ## 📦 Share the Graph with Your Team

 The graph is just JSON — **commit it once, and teammates skip the pipeline**. Good for onboarding, PR reviews, and docs-as-code.

-> **Example:** [GoogleCloudPlatform/microservices-demo (fork)](https://github.com/Lum1104/microservices-demo) — Go / Java / Python / Node reference with a committed graph.
+> **Example:** [GoogleCloudPlatform/microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) — Go / Java / Python / Node reference with a committed graph.

 **What to commit:** everything in `.understand-anything/` *except* `intermediate/` and `diff-overlay.json` (those are local scratch).

@@ -344,11 +357,11 @@ Please open an issue first for major changes so we can discuss the approach.

 ## Star History

-<a href="https://www.star-history.com/?repos=Lum1104%2FUnderstand-Anything&type=date&legend=top-left">
+<a href="https://www.star-history.com/?repos=Egonex-AI%2FUnderstand-Anything&type=date&legend=top-left">
 <picture>
-   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&theme=dark&legend=top-left" />
-   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
-   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
+   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&theme=dark&legend=top-left" />
+   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
+   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
 </picture>
 </a>

@@ -357,5 +370,5 @@ Please open an issue first for major changes so we can discuss the approach.
 </p>

 <p align="center">
-  MIT License &copy; <a href="https://github.com/Lum1104">Lum1104</a>
+  MIT License &copy; Yuxiang Lin and Infinite Universe, Inc.
 </p>
@@ -6,7 +6,7 @@
 </p>

 <p align="center">
-  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Lum1104%2FUnderstand-Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Understand Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
 </p>

 <p align="center">
@@ -15,7 +15,7 @@

 <p align="center">
  <a href="#-inicio-rápido"><img src="https://img.shields.io/badge/Inicio_Rápido-blue" alt="Quick Start" /></a>
-  <a href="https://github.com/Lum1104/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/Licencia-MIT-yellow" alt="License: MIT" /></a>
+  <a href="https://github.com/Egonex-AI/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/Licencia-MIT-yellow" alt="License: MIT" /></a>
  <a href="https://docs.anthropic.com/en/docs/claude-code"><img src="https://img.shields.io/badge/Claude_Code-8A2BE2" alt="Claude Code" /></a>
  <a href="#codex"><img src="https://img.shields.io/badge/Codex-000000" alt="Codex" /></a>
  <a href="#vs-code--github-copilot"><img src="https://img.shields.io/badge/Copilot-24292e" alt="Copilot" /></a>
@@ -31,9 +31,9 @@
 </p>

 <p align="center">
-  <strong>💬 <a href="https://discord.gg/pydat66RY">Únete a la comunidad de Discord &rarr;</a></strong>
+  <strong>An open-source project from <a href="https://github.com/Egonex-AI">Egonex</a></strong>
  <br />
-  <em>Pregunta, comparte lo que construyes y recibe ayuda de la comunidad.</em>
+  <em>Originally created by <a href="https://github.com/Lum1104">Lum1104</a>.</em>
 </p>

 ---
@@ -103,7 +103,7 @@ Apunta `/understand-knowledge` a un [wiki LLM con patrón Karpathy](https://gist
 ### 1. Instala el plugin

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

@@ -177,27 +177,27 @@ Understand-Anything funciona en múltiples plataformas de codificación con IA.
 ### Claude Code (Nativo)

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

-### Instalación de una línea (Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI)
+### Instalación de una línea (Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI / Nanobot)

 **macOS / Linux:**
 ```bash
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash
 # o pasa la plataforma directamente para saltar el prompt:
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash -s codex
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash -s codex
 ```

 **Windows (PowerShell):**
 ```powershell
-iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.ps1 | iex
+iwr -useb https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.ps1 | iex
 ```

 El instalador clona el repositorio en `~/.understand-anything/repo` y crea los enlaces simbólicos correspondientes para la plataforma elegida. Reinicia tu CLI/IDE al terminar.

- Valores soportados de `<platform>`: `gemini`, `codex`, `opencode`, `pi`, `openclaw`, `antigravity`, `vibe`, `vscode`, `hermes`, `cline`, `kimi`
+- Valores soportados de `<platform>`: `gemini`, `codex`, `opencode`, `pi`, `openclaw`, `antigravity`, `vibe`, `vscode`, `hermes`, `cline`, `kimi`, `nanobot`
 - Actualizar más adelante: `./install.sh --update`
 - Desinstalar: `./install.sh --uninstall <platform>`

@@ -205,7 +205,7 @@ El instalador clona el repositorio en `~/.understand-anything/repo` y crea los e

 Cursor detecta automáticamente el plugin a través de `.cursor-plugin/plugin.json` cuando se clona este repositorio. No requiere instalación manual: simplemente clona y abre en Cursor.

-Si la detección automática no lo reconoce, instálalo manualmente: abre **Cursor Settings → Plugins**, pega `https://github.com/Lum1104/Understand-Anything` en el campo de búsqueda y añádelo desde allí.
+Si la detección automática no lo reconoce, instálalo manualmente: abre **Cursor Settings → Plugins**, pega `https://github.com/Egonex-AI/Understand-Anything` en el campo de búsqueda y añádelo desde allí.

 ### VS Code + GitHub Copilot

@@ -216,7 +216,7 @@ Para habilidades personales (disponibles en todos los proyectos), ejecuta el `in
 ### Copilot CLI

 ```bash
-copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
+copilot plugin install Egonex-AI/Understand-Anything:understand-anything-plugin
 ```

 ### Compatibilidad de Plataformas
@@ -237,6 +237,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
 | Hermes | ✅ Soportado | `install.sh hermes` |
 | Cline | ✅ Soportado | `install.sh cline` |
 | KIMI CLI | ✅ Soportado | `install.sh kimi` |
+| Nanobot | ✅ Soportado | `install.sh nanobot` |

 ---

@@ -244,7 +245,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin

 El grafo es solo JSON — **confírmalo una vez y tus compañeros se saltan el pipeline**. Ideal para onboarding, revisiones de PR y flujos docs-as-code.

-> **Ejemplo:** [GoogleCloudPlatform/microservices-demo (fork)](https://github.com/Lum1104/microservices-demo) — referencia políglota (Go / Java / Python / Node) con el grafo ya confirmado.
+> **Ejemplo:** [GoogleCloudPlatform/microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) — referencia políglota (Go / Java / Python / Node) con el grafo ya confirmado.

 **Qué confirmar:** todo lo que hay en `.understand-anything/` *excepto* `intermediate/` y `diff-overlay.json` (archivos temporales locales).

@@ -327,11 +328,11 @@ Para cambios importantes, abre primero un issue para que podamos discutir el enf

 ## Historial de Stars

-<a href="https://www.star-history.com/?repos=Lum1104%2FUnderstand-Anything&type=date&legend=top-left">
+<a href="https://www.star-history.com/?repos=Egonex-AI%2FUnderstand-Anything&type=date&legend=top-left">
 <picture>
-   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&theme=dark&legend=top-left" />
-   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
-   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
+   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&theme=dark&legend=top-left" />
+   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
+   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
 </picture>
 </a>

@@ -340,5 +341,5 @@ Para cambios importantes, abre primero un issue para que podamos discutir el enf
 </p>

 <p align="center">
-  Licencia MIT &copy; <a href="https://github.com/Lum1104">Lum1104</a>
+  MIT License &copy; Yuxiang Lin and Infinite Universe, Inc.
 </p>
@@ -7,7 +7,7 @@
 </p>

 <p align="center">
-  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Lum1104%2FUnderstand-Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Understand Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
 </p>

 <p align="center">
@@ -16,7 +16,7 @@

 <p align="center">
  <a href="#-クイックスタート"><img src="https://img.shields.io/badge/Quick_Start-blue" alt="クイックスタート" /></a>
-  <a href="https://github.com/Lum1104/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/License-MIT-yellow" alt="License: MIT" /></a>
+  <a href="https://github.com/Egonex-AI/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/License-MIT-yellow" alt="License: MIT" /></a>
  <a href="https://docs.anthropic.com/en/docs/claude-code"><img src="https://img.shields.io/badge/Claude_Code-8A2BE2" alt="Claude Code" /></a>
  <a href="#codex"><img src="https://img.shields.io/badge/Codex-000000" alt="Codex" /></a>
  <a href="#vs-code--github-copilot"><img src="https://img.shields.io/badge/Copilot-24292e" alt="Copilot" /></a>
@@ -32,9 +32,9 @@
 </p>

 <p align="center">
-  <strong>💬 <a href="https://discord.gg/pydat66RY">Discord コミュニティに参加 &rarr;</a></strong>
+  <strong>An open-source project from <a href="https://github.com/Egonex-AI">Egonex</a></strong>
  <br />
-  <em>質問・作品の共有・コミュニティとの交流はこちらから。</em>
+  <em>Originally created by <a href="https://github.com/Lum1104">Lum1104</a>.</em>
 </p>

 ---
@@ -104,7 +104,7 @@ Understand Anything は [Claude Code Plugin](https://code.claude.com/docs/en/plu
 ### 1. プラグインをインストール

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

@@ -178,27 +178,27 @@ Understand-Anythingは複数のAIコーディングプラットフォームで
 ### Claude Code（ネイティブ）

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

-### ワンラインインストール（Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI）
+### ワンラインインストール（Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI / Nanobot）

 **macOS / Linux：**
 ```bash
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash
 # プラットフォームを直接指定して対話プロンプトをスキップすることもできます：
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash -s codex
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash -s codex
 ```

 **Windows（PowerShell）：**
 ```powershell
-iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.ps1 | iex
+iwr -useb https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.ps1 | iex
 ```

 インストーラーはリポジトリを `~/.understand-anything/repo` にクローンし、選択したプラットフォーム用のシンボリックリンクを作成します。完了後はCLI/IDEを再起動してください。

- サポートされる `<platform>` 値：`gemini`、`codex`、`opencode`、`pi`、`openclaw`、`antigravity`、`vibe`、`vscode`、`hermes`、`cline`、`kimi`
+- サポートされる `<platform>` 値：`gemini`、`codex`、`opencode`、`pi`、`openclaw`、`antigravity`、`vibe`、`vscode`、`hermes`、`cline`、`kimi`、`nanobot`
 - 後で更新：`./install.sh --update`
 - アンインストール：`./install.sh --uninstall <platform>`

@@ -206,7 +206,7 @@ iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/ins

 Cursorはこのリポジトリをクローンすると `.cursor-plugin/plugin.json` 経由でプラグインを自動検出します。手動インストールは不要です — クローンしてCursorで開くだけです。

-自動検出されない場合は、手動でインストールしてください：**Cursor Settings → Plugins** を開き、検索欄に `https://github.com/Lum1104/Understand-Anything` を貼り付けて追加します。
+自動検出されない場合は、手動でインストールしてください：**Cursor Settings → Plugins** を開き、検索欄に `https://github.com/Egonex-AI/Understand-Anything` を貼り付けて追加します。

 ### VS Code + GitHub Copilot

@@ -217,7 +217,7 @@ GitHub Copilot拡張機能（v1.108+）をインストールしたVS Codeは、`
 ### Copilot CLI

 ```bash
-copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
+copilot plugin install Egonex-AI/Understand-Anything:understand-anything-plugin
 ```

 ### プラットフォーム互換性
@@ -238,6 +238,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
 | Hermes | ✅ サポート | `install.sh hermes` |
 | Cline | ✅ サポート | `install.sh cline` |
 | KIMI CLI | ✅ サポート | `install.sh kimi` |
+| Nanobot | ✅ サポート | `install.sh nanobot` |

 ---

@@ -245,7 +246,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin

 グラフは単なる JSON ファイルです——**一度コミットすれば、チームメンバーはパイプラインを実行せずに済みます**。オンボーディング、PR レビュー、docs-as-code ワークフローに最適です。

-> **例：** [GoogleCloudPlatform/microservices-demo（fork）](https://github.com/Lum1104/microservices-demo) —— コミット済みのグラフを含む Go / Java / Python / Node のリファレンスプロジェクト。
+> **例：** [GoogleCloudPlatform/microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) —— コミット済みのグラフを含む Go / Java / Python / Node のリファレンスプロジェクト。

 **コミット対象：** `.understand-anything/` 内のすべてのファイル。ただし `intermediate/` と `diff-overlay.json` は除きます（これらはローカルの一時ファイルです）。

@@ -328,11 +329,11 @@ git add .gitattributes .understand-anything/

 ## Star History

-<a href="https://www.star-history.com/?repos=Lum1104%2FUnderstand-Anything&type=date&legend=top-left">
+<a href="https://www.star-history.com/?repos=Egonex-AI%2FUnderstand-Anything&type=date&legend=top-left">
 <picture>
-   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&theme=dark&legend=top-left" />
-   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
-   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
+   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&theme=dark&legend=top-left" />
+   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
+   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
 </picture>
 </a>

@@ -341,5 +342,5 @@ git add .gitattributes .understand-anything/
 </p>

 <p align="center">
-  MIT License &copy; <a href="https://github.com/Lum1104">Lum1104</a>
+  MIT License &copy; Yuxiang Lin and Infinite Universe, Inc.
 </p>
@@ -6,7 +6,7 @@
 </p>

 <p align="center">
-  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Lum1104%2FUnderstand-Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Understand Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
 </p>

 <p align="center">
@@ -15,7 +15,7 @@

 <p align="center">
  <a href="#-빠른-시작"><img src="https://img.shields.io/badge/빠른_시작-blue" alt="Quick Start" /></a>
-  <a href="https://github.com/Lum1104/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/라이선스-MIT-yellow" alt="License: MIT" /></a>
+  <a href="https://github.com/Egonex-AI/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/라이선스-MIT-yellow" alt="License: MIT" /></a>
  <a href="https://docs.anthropic.com/en/docs/claude-code"><img src="https://img.shields.io/badge/Claude_Code-8A2BE2" alt="Claude Code" /></a>
  <a href="#codex"><img src="https://img.shields.io/badge/Codex-000000" alt="Codex" /></a>
  <a href="#vs-code--github-copilot"><img src="https://img.shields.io/badge/Copilot-24292e" alt="Copilot" /></a>
@@ -31,9 +31,9 @@
 </p>

 <p align="center">
-  <strong>💬 <a href="https://discord.gg/pydat66RY">Discord 커뮤니티 참여하기 &rarr;</a></strong>
+  <strong>An open-source project from <a href="https://github.com/Egonex-AI">Egonex</a></strong>
  <br />
-  <em>질문하고, 만든 것을 공유하고, 커뮤니티의 도움을 받으세요.</em>
+  <em>Originally created by <a href="https://github.com/Lum1104">Lum1104</a>.</em>
 </p>

 ---
@@ -103,7 +103,7 @@ Understand Anything은 [Claude Code Plugin](https://code.claude.com/docs/en/plug
 ### 1. 플러그인 설치

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

@@ -177,27 +177,27 @@ Understand-Anything은 다양한 AI 코딩 플랫폼에서 사용할 수 있습
 ### Claude Code (네이티브)

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

-### 한 줄 설치 (Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI)
+### 한 줄 설치 (Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI / Nanobot)

 **macOS / Linux:**
 ```bash
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash
 # 플랫폼 이름을 직접 전달하여 프롬프트를 건너뛸 수도 있습니다:
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash -s codex
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash -s codex
 ```

 **Windows (PowerShell):**
 ```powershell
-iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.ps1 | iex
+iwr -useb https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.ps1 | iex
 ```

 설치 스크립트는 저장소를 `~/.understand-anything/repo`에 클론하고 선택한 플랫폼에 맞는 심볼릭 링크를 생성합니다. 설치 후 CLI 또는 IDE를 재시작하세요.

- 지원되는 `<platform>` 값: `gemini`, `codex`, `opencode`, `pi`, `openclaw`, `antigravity`, `vibe`, `vscode`, `hermes`, `cline`, `kimi`
+- 지원되는 `<platform>` 값: `gemini`, `codex`, `opencode`, `pi`, `openclaw`, `antigravity`, `vibe`, `vscode`, `hermes`, `cline`, `kimi`, `nanobot`
 - 이후 업데이트: `./install.sh --update`
 - 제거: `./install.sh --uninstall <platform>`

@@ -205,7 +205,7 @@ iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/ins

 이 저장소를 클론하면 Cursor가 `.cursor-plugin/plugin.json`을 통해 플러그인을 자동으로 인식합니다. 수동 설치가 필요 없습니다. 클론 후 Cursor에서 열기만 하면 됩니다.

-자동 인식이 되지 않으면 수동으로 설치하세요: **Cursor Settings → Plugins**를 열고 검색란에 `https://github.com/Lum1104/Understand-Anything`를 붙여넣은 뒤 추가하세요.
+자동 인식이 되지 않으면 수동으로 설치하세요: **Cursor Settings → Plugins**를 열고 검색란에 `https://github.com/Egonex-AI/Understand-Anything`를 붙여넣은 뒤 추가하세요.

 ### VS Code + GitHub Copilot

@@ -216,7 +216,7 @@ GitHub Copilot(v1.108+)이 설치된 VS Code는 `.copilot-plugin/plugin.json`을
 ### Copilot CLI

 ```bash
-copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
+copilot plugin install Egonex-AI/Understand-Anything:understand-anything-plugin
 ```

 ### 플랫폼 호환성
@@ -237,6 +237,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
 | Hermes | ✅ 지원 | `install.sh hermes` |
 | Cline | ✅ 지원 | `install.sh cline` |
 | KIMI CLI | ✅ 지원 | `install.sh kimi` |
+| Nanobot | ✅ 지원 | `install.sh nanobot` |

 ---

@@ -244,7 +245,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin

 그래프는 단지 JSON 파일입니다 — **한 번만 커밋하면 팀원은 파이프라인을 건너뛸 수 있습니다**. 온보딩, PR 리뷰, docs-as-code 워크플로에 적합합니다.

-> **예시:** [GoogleCloudPlatform/microservices-demo (fork)](https://github.com/Lum1104/microservices-demo) — 커밋된 그래프를 포함한 Go / Java / Python / Node 레퍼런스 프로젝트.
+> **예시:** [GoogleCloudPlatform/microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) — 커밋된 그래프를 포함한 Go / Java / Python / Node 레퍼런스 프로젝트.

 **커밋할 대상:** `.understand-anything/` 내부의 모든 파일. 단, `intermediate/` 와 `diff-overlay.json` 은 제외합니다 (이들은 로컬 임시 파일입니다).

@@ -327,11 +328,11 @@ git add .gitattributes .understand-anything/

 ## Star 히스토리

-<a href="https://www.star-history.com/?repos=Lum1104%2FUnderstand-Anything&type=date&legend=top-left">
+<a href="https://www.star-history.com/?repos=Egonex-AI%2FUnderstand-Anything&type=date&legend=top-left">
 <picture>
-   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&theme=dark&legend=top-left" />
-   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
-   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
+   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&theme=dark&legend=top-left" />
+   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
+   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
 </picture>
 </a>

@@ -340,5 +341,5 @@ git add .gitattributes .understand-anything/
 </p>

 <p align="center">
-  MIT 라이선스 &copy; <a href="https://github.com/Lum1104">Lum1104</a>
+  MIT License &copy; Yuxiang Lin and Infinite Universe, Inc.
 </p>
@@ -7,7 +7,7 @@
 </p>

 <p align="center">
-  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Lum1104%2FUnderstand-Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Understand Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
 </p>

 <p align="center">
@@ -16,7 +16,7 @@

 <p align="center">
  <a href="#-быстрый-старт"><img src="https://img.shields.io/badge/Быстрый_старт-blue" alt="Quick Start" /></a>
-  <a href="https://github.com/Lum1104/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/Лицензия-MIT-yellow" alt="License: MIT" /></a>
+  <a href="https://github.com/Egonex-AI/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/Лицензия-MIT-yellow" alt="License: MIT" /></a>
  <a href="https://docs.anthropic.com/en/docs/claude-code"><img src="https://img.shields.io/badge/Claude_Code-8A2BE2" alt="Claude Code" /></a>
  <a href="#codex"><img src="https://img.shields.io/badge/Codex-000000" alt="Codex" /></a>
  <a href="#vs-code--github-copilot"><img src="https://img.shields.io/badge/Copilot-24292e" alt="Copilot" /></a>
@@ -32,9 +32,9 @@
 </p>

 <p align="center">
-  <strong>💬 <a href="https://discord.gg/pydat66RY">Присоединяйтесь к сообществу в Discord &rarr;</a></strong>
+  <strong>An open-source project from <a href="https://github.com/Egonex-AI">Egonex</a></strong>
  <br />
-  <em>Задавайте вопросы, делитесь тем, что вы построили, получайте помощь от сообщества.</em>
+  <em>Originally created by <a href="https://github.com/Lum1104">Lum1104</a>.</em>
 </p>

 ---
@@ -104,7 +104,7 @@ Understand Anything — это [плагин для Claude Code](https://code.cl
 ### 1. Установите плагин

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

@@ -178,27 +178,27 @@ Understand-Anything работает с несколькими платформ
 ### Claude Code (нативно)

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

-### Установка одной командой (Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI)
+### Установка одной командой (Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI / Nanobot)

 **macOS / Linux:**
 ```bash
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash
 # или передайте платформу, чтобы пропустить интерактивный выбор:
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash -s codex
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash -s codex
 ```

 **Windows (PowerShell):**
 ```powershell
-iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.ps1 | iex
+iwr -useb https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.ps1 | iex
 ```

 Установщик клонирует репозиторий в `~/.understand-anything/repo` и создаёт нужные симлинки для выбранной платформы. После установки перезапустите свой CLI/IDE.

- Поддерживаемые значения `<platform>`: `gemini`, `codex`, `opencode`, `pi`, `openclaw`, `antigravity`, `vibe`, `vscode`, `hermes`, `cline`, `kimi`
+- Поддерживаемые значения `<platform>`: `gemini`, `codex`, `opencode`, `pi`, `openclaw`, `antigravity`, `vibe`, `vscode`, `hermes`, `cline`, `kimi`, `nanobot`
 - Обновление: `./install.sh --update`
 - Удаление: `./install.sh --uninstall <platform>`

@@ -206,7 +206,7 @@ iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/ins

 Cursor автоматически обнаруживает плагин через `.cursor-plugin/plugin.json` при клонировании этого репозитория. Ручная установка не требуется — просто склонируйте и откройте в Cursor.

-Если автообнаружение не сработало, установите вручную: откройте **Cursor Settings → Plugins**, вставьте `https://github.com/Lum1104/Understand-Anything` в поле поиска и добавьте оттуда.
+Если автообнаружение не сработало, установите вручную: откройте **Cursor Settings → Plugins**, вставьте `https://github.com/Egonex-AI/Understand-Anything` в поле поиска и добавьте оттуда.

 ### VS Code + GitHub Copilot

@@ -217,7 +217,7 @@ VS Code с GitHub Copilot (v1.108+) автоматически обнаружи
 ### Copilot CLI

 ```bash
-copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
+copilot plugin install Egonex-AI/Understand-Anything:understand-anything-plugin
 ```

 ### Совместимость с платформами
@@ -238,6 +238,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
 | Hermes | ✅ Поддерживается | `install.sh hermes` |
 | Cline | ✅ Поддерживается | `install.sh cline` |
 | KIMI CLI | ✅ Поддерживается | `install.sh kimi` |
+| Nanobot | ✅ Поддерживается | `install.sh nanobot` |

 ---

@@ -245,7 +246,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin

 Граф — это просто JSON. **Зафиксируйте его один раз, и коллеги смогут пропустить весь пайплайн.** Полезно для онбординга, ревью PR и подхода docs-as-code.

-> **Пример:** [GoogleCloudPlatform/microservices-demo (форк)](https://github.com/Lum1104/microservices-demo) — мультиязыковой проект (Go / Java / Python / Node) с уже зафиксированным графом.
+> **Пример:** [GoogleCloudPlatform/microservices-demo (форк)](https://github.com/GoogleCloudPlatform/microservices-demo) — мультиязыковой проект (Go / Java / Python / Node) с уже зафиксированным графом.

 **Что коммитить:** всё содержимое `.understand-anything/`, *кроме* `intermediate/` и `diff-overlay.json` (это локальные временные файлы).

@@ -328,11 +329,11 @@ git add .gitattributes .understand-anything/

 ## История звёзд

-<a href="https://www.star-history.com/?repos=Lum1104%2FUnderstand-Anything&type=date&legend=top-left">
+<a href="https://www.star-history.com/?repos=Egonex-AI%2FUnderstand-Anything&type=date&legend=top-left">
 <picture>
-   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&theme=dark&legend=top-left" />
-   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
-   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
+   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&theme=dark&legend=top-left" />
+   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
+   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
 </picture>
 </a>

@@ -341,5 +342,5 @@ git add .gitattributes .understand-anything/
 </p>

 <p align="center">
-  Лицензия MIT &copy; <a href="https://github.com/Lum1104">Lum1104</a>
+  MIT License &copy; Yuxiang Lin and Infinite Universe, Inc.
 </p>
@@ -7,7 +7,7 @@
 </p>

 <p align="center">
-  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Lum1104%2FUnderstand-Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Understand Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
 </p>

 <p align="center">
@@ -16,7 +16,7 @@

 <p align="center">
  <a href="#-hızlı-başlangıç"><img src="https://img.shields.io/badge/Hızlı_Başlangıç-blue" alt="Hızlı Başlangıç" /></a>
-  <a href="https://github.com/Lum1104/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/Lisans-MIT-yellow" alt="Lisans: MIT" /></a>
+  <a href="https://github.com/Egonex-AI/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/Lisans-MIT-yellow" alt="Lisans: MIT" /></a>
  <a href="https://docs.anthropic.com/en/docs/claude-code"><img src="https://img.shields.io/badge/Claude_Code-8A2BE2" alt="Claude Code" /></a>
  <a href="#codex"><img src="https://img.shields.io/badge/Codex-000000" alt="Codex" /></a>
  <a href="#vs-code--github-copilot"><img src="https://img.shields.io/badge/Copilot-24292e" alt="Copilot" /></a>
@@ -32,9 +32,9 @@
 </p>

 <p align="center">
-  <strong>💬 <a href="https://discord.gg/pydat66RY">Discord topluluğuna katıl &rarr;</a></strong>
+  <strong>An open-source project from <a href="https://github.com/Egonex-AI">Egonex</a></strong>
  <br />
-  <em>Sorular sor, yaptıklarını paylaş, topluluktan yardım al.</em>
+  <em>Originally created by <a href="https://github.com/Lum1104">Lum1104</a>.</em>
 </p>

 ---
@@ -104,7 +104,7 @@ Alan görünümüne geçin ve kodunuzun gerçek iş süreçleriyle nasıl eşle
 ### 1. Eklentiyi yükle

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

@@ -178,27 +178,27 @@ Understand-Anything birden fazla AI kodlama platformunda çalışır.
 ### Claude Code (Yerli)

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

-### Tek satırlık kurulum (Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI)
+### Tek satırlık kurulum (Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI / Nanobot)

 **macOS / Linux:**
 ```bash
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash
 # veya platformu doğrudan geçirerek soruyu atla:
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash -s codex
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash -s codex
 ```

 **Windows (PowerShell):**
 ```powershell
-iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.ps1 | iex
+iwr -useb https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.ps1 | iex
 ```

 Kurulum betiği depoyu `~/.understand-anything/repo` dizinine klonlar ve seçilen platform için uygun sembolik bağlantıları oluşturur. Sonrasında CLI/IDE'ni yeniden başlat.

- Desteklenen `<platform>` değerleri: `gemini`, `codex`, `opencode`, `pi`, `openclaw`, `antigravity`, `vibe`, `vscode`, `hermes`, `cline`, `kimi`
+- Desteklenen `<platform>` değerleri: `gemini`, `codex`, `opencode`, `pi`, `openclaw`, `antigravity`, `vibe`, `vscode`, `hermes`, `cline`, `kimi`, `nanobot`
 - Daha sonra güncelle: `./install.sh --update`
 - Kaldır: `./install.sh --uninstall <platform>`

@@ -206,7 +206,7 @@ Kurulum betiği depoyu `~/.understand-anything/repo` dizinine klonlar ve seçile

 Bu depo klonlandığında Cursor, eklentiyi `.cursor-plugin/plugin.json` aracılığıyla otomatik olarak keşfeder. Manuel kurulum gerekmez — sadece klonla ve Cursor'da aç.

-Otomatik keşif çalışmazsa manuel kur: **Cursor Settings → Plugins**'i aç, arama alanına `https://github.com/Lum1104/Understand-Anything` yapıştır ve oradan ekle.
+Otomatik keşif çalışmazsa manuel kur: **Cursor Settings → Plugins**'i aç, arama alanına `https://github.com/Egonex-AI/Understand-Anything` yapıştır ve oradan ekle.

 ### VS Code + GitHub Copilot

@@ -217,7 +217,7 @@ Tüm projelerde kullanmak için kişisel beceri olarak kurmak istersen yukarıda
 ### Copilot CLI

 ```bash
-copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
+copilot plugin install Egonex-AI/Understand-Anything:understand-anything-plugin
 ```

 ### Platform Uyumluluğu
@@ -238,6 +238,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
 | Hermes | ✅ Destekleniyor | `install.sh hermes` |
 | Cline | ✅ Destekleniyor | `install.sh cline` |
 | KIMI CLI | ✅ Destekleniyor | `install.sh kimi` |
+| Nanobot | ✅ Destekleniyor | `install.sh nanobot` |

 ---

@@ -245,7 +246,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin

 Graf yalnızca bir JSON dosyasıdır — **bir kez commit'leyin, ekip arkadaşlarınız pipeline'ı çalıştırmadan kullansın**. Yeni üye oryantasyonu, PR incelemeleri ve docs-as-code iş akışları için idealdir.

-> **Örnek:** [GoogleCloudPlatform/microservices-demo (fork)](https://github.com/Lum1104/microservices-demo) — commit'lenmiş grafı içeren Go / Java / Python / Node çok dilli referans projesi.
+> **Örnek:** [GoogleCloudPlatform/microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) — commit'lenmiş grafı içeren Go / Java / Python / Node çok dilli referans projesi.

 **Neyi commit'leyin:** `.understand-anything/` içindeki her şey, *ancak* `intermediate/` ve `diff-overlay.json` hariç (bunlar yerel geçici dosyalardır).

@@ -328,11 +329,11 @@ Büyük değişiklikler için lütfen önce bir issue aç ki yaklaşımı tartı

 ## Star Geçmişi

-<a href="https://www.star-history.com/?repos=Lum1104%2FUnderstand-Anything&type=date&legend=top-left">
+<a href="https://www.star-history.com/?repos=Egonex-AI%2FUnderstand-Anything&type=date&legend=top-left">
 <picture>
-   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&theme=dark&legend=top-left" />
-   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
-   <img alt="Star Geçmişi Grafiği" src="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
+   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&theme=dark&legend=top-left" />
+   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
+   <img alt="Star Geçmişi Grafiği" src="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
 </picture>
 </a>

@@ -341,5 +342,5 @@ Büyük değişiklikler için lütfen önce bir issue aç ki yaklaşımı tartı
 </p>

 <p align="center">
-  MIT Lisansı &copy; <a href="https://github.com/Lum1104">Lum1104</a>
+  MIT License &copy; Yuxiang Lin and Infinite Universe, Inc.
 </p>
@@ -6,7 +6,7 @@
 </p>

 <p align="center">
-  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Lum1104%2FUnderstand-Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Understand Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
 </p>

 <p align="center">
@@ -15,7 +15,7 @@

 <p align="center">
  <a href="#-快速开始"><img src="https://img.shields.io/badge/快速开始-blue" alt="Quick Start" /></a>
-  <a href="https://github.com/Lum1104/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/许可证-MIT-yellow" alt="License: MIT" /></a>
+  <a href="https://github.com/Egonex-AI/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/许可证-MIT-yellow" alt="License: MIT" /></a>
  <a href="https://docs.anthropic.com/en/docs/claude-code"><img src="https://img.shields.io/badge/Claude_Code-8A2BE2" alt="Claude Code" /></a>
  <a href="#codex"><img src="https://img.shields.io/badge/Codex-000000" alt="Codex" /></a>
  <a href="#vs-code--github-copilot"><img src="https://img.shields.io/badge/Copilot-24292e" alt="Copilot" /></a>
@@ -31,9 +31,9 @@
 </p>

 <p align="center">
-  <strong>💬 <a href="https://discord.gg/pydat66RY">加入 Discord 社区 &rarr;</a></strong>
+  <strong>An open-source project from <a href="https://github.com/Egonex-AI">Egonex</a></strong>
  <br />
-  <em>来提问、分享你的项目、和社区一起讨论。</em>
+  <em>Originally created by <a href="https://github.com/Lum1104">Lum1104</a>.</em>
 </p>

 ---
@@ -103,7 +103,7 @@ Understand Anything 是一个 [Claude Code Plugin](https://code.claude.com/docs/
 ### 1. 安装插件

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

@@ -177,27 +177,27 @@ Understand-Anything 可在多个 AI 编码平台上运行。
 ### Claude Code（原生）

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

-### 一行命令安装（Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI）
+### 一行命令安装（Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI / Nanobot）

 **macOS / Linux：**
 ```bash
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash
 # 也可以直接传入平台名跳过交互提示：
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash -s codex
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash -s codex
 ```

 **Windows（PowerShell）：**
 ```powershell
-iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.ps1 | iex
+iwr -useb https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.ps1 | iex
 ```

 安装脚本会将仓库克隆到 `~/.understand-anything/repo`，并为所选平台创建相应的符号链接。安装完成后请重启 CLI 或 IDE。

- 支持的 `<platform>` 取值：`gemini`、`codex`、`opencode`、`pi`、`openclaw`、`antigravity`、`vibe`、`vscode`、`hermes`、`cline`、`kimi`
+- 支持的 `<platform>` 取值：`gemini`、`codex`、`opencode`、`pi`、`openclaw`、`antigravity`、`vibe`、`vscode`、`hermes`、`cline`、`kimi`、`nanobot`
 - 后续更新：`./install.sh --update`
 - 卸载：`./install.sh --uninstall <platform>`

@@ -205,7 +205,7 @@ iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/ins

 克隆此仓库后，Cursor 会自动通过 `.cursor-plugin/plugin.json`文件发现插件。无需手动安装 — 只需克隆并在 Cursor 中打开即可。

-若自动发现未生效，可手动安装：打开 **Cursor Settings → Plugins**，在搜索框中粘贴 `https://github.com/Lum1104/Understand-Anything` 并添加。
+若自动发现未生效，可手动安装：打开 **Cursor Settings → Plugins**，在搜索框中粘贴 `https://github.com/Egonex-AI/Understand-Anything` 并添加。

 ### VS Code + GitHub Copilot

@@ -216,7 +216,7 @@ iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/ins
 ### Copilot CLI

 ```bash
-copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
+copilot plugin install Egonex-AI/Understand-Anything:understand-anything-plugin
 ```

 ### 多平台兼容
@@ -237,6 +237,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
 | Hermes | ✅ 支持 | `install.sh hermes` |
 | Cline | ✅ 支持 | `install.sh cline` |
 | KIMI CLI | ✅ 支持 | `install.sh kimi` |
+| Nanobot | ✅ 支持 | `install.sh nanobot` |

 ---

@@ -244,7 +245,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin

 图谱就是一份 JSON 文件——**提交一次，团队成员就可以跳过整条流水线**。适合新人上手、PR 评审和 docs-as-code 工作流。

-> **示例：** [GoogleCloudPlatform/microservices-demo（fork）](https://github.com/Lum1104/microservices-demo) —— 包含已提交图谱的 Go / Java / Python / Node 多语言参考项目。
+> **示例：** [GoogleCloudPlatform/microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) —— 包含已提交图谱的 Go / Java / Python / Node 多语言参考项目。

 **需要提交的内容：** `.understand-anything/` 下的全部文件，*除了* `intermediate/` 和 `diff-overlay.json`（这些是本地临时文件）。

@@ -327,11 +328,11 @@ git add .gitattributes .understand-anything/

 ## Star 历史记录

-<a href="https://www.star-history.com/?repos=Lum1104%2FUnderstand-Anything&type=date&legend=top-left">
+<a href="https://www.star-history.com/?repos=Egonex-AI%2FUnderstand-Anything&type=date&legend=top-left">
 <picture>
-   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&theme=dark&legend=top-left" />
-   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
-   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
+   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&theme=dark&legend=top-left" />
+   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
+   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
 </picture>
 </a>

@@ -340,5 +341,5 @@ git add .gitattributes .understand-anything/
 </p>

 <p align="center">
-  MIT 许可证 &copy; <a href="https://github.com/Lum1104">Lum1104</a>
+  MIT License &copy; Yuxiang Lin and Infinite Universe, Inc.
 </p>
@@ -6,7 +6,7 @@
 </p>

 <p align="center">
-  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Lum1104%2FUnderstand-Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+  <a href="https://trendshift.io/repositories/23482" target="_blank"><img src="https://trendshift.io/api/badge/repositories/23482" alt="Understand Anything | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
 </p>

 <p align="center">
@@ -15,7 +15,7 @@

 <p align="center">
  <a href="#-快速開始"><img src="https://img.shields.io/badge/快速開始-blue" alt="Quick Start" /></a>
-  <a href="https://github.com/Lum1104/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/授權條款-MIT-yellow" alt="License: MIT" /></a>
+  <a href="https://github.com/Egonex-AI/Understand-Anything/blob/main/LICENSE"><img src="https://img.shields.io/badge/授權條款-MIT-yellow" alt="License: MIT" /></a>
  <a href="https://docs.anthropic.com/en/docs/claude-code"><img src="https://img.shields.io/badge/Claude_Code-8A2BE2" alt="Claude Code" /></a>
  <a href="#codex"><img src="https://img.shields.io/badge/Codex-000000" alt="Codex" /></a>
  <a href="#vs-code--github-copilot"><img src="https://img.shields.io/badge/Copilot-24292e" alt="Copilot" /></a>
@@ -31,9 +31,9 @@
 </p>

 <p align="center">
-  <strong>💬 <a href="https://discord.gg/pydat66RY">加入 Discord 社群 &rarr;</a></strong>
+  <strong>An open-source project from <a href="https://github.com/Egonex-AI">Egonex</a></strong>
  <br />
-  <em>來提問、分享你的專案、和社群一起討論。</em>
+  <em>Originally created by <a href="https://github.com/Lum1104">Lum1104</a>.</em>
 </p>

 ---
@@ -103,7 +103,7 @@ Understand Anything 是一個 [Claude Code Plugin](https://code.claude.com/docs/
 ### 1. 安裝外掛程式

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

@@ -177,27 +177,27 @@ Understand-Anything 可在多個 AI 編碼平台上執行。
 ### Claude Code（原生）

 ```bash
-/plugin marketplace add Lum1104/Understand-Anything
+/plugin marketplace add Egonex-AI/Understand-Anything
 /plugin install understand-anything
 ```

-### 一行指令安裝（Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI）
+### 一行指令安裝（Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI / Nanobot）

 **macOS / Linux：**
 ```bash
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash
 # 也可以直接傳入平台名稱跳過互動提示：
-curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash -s codex
+curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash -s codex
 ```

 **Windows（PowerShell）：**
 ```powershell
-iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.ps1 | iex
+iwr -useb https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.ps1 | iex
 ```

 安裝指令稿會將儲存庫複製到 `~/.understand-anything/repo`，並為所選平台建立相應的符號連結。安裝完成後請重新啟動 CLI 或 IDE。

- 支援的 `<platform>` 取值：`gemini`、`codex`、`opencode`、`pi`、`openclaw`、`antigravity`、`vibe`、`vscode`、`hermes`、`cline`、`kimi`
+- 支援的 `<platform>` 取值：`gemini`、`codex`、`opencode`、`pi`、`openclaw`、`antigravity`、`vibe`、`vscode`、`hermes`、`cline`、`kimi`、`nanobot`
 - 後續更新：`./install.sh --update`
 - 解除安裝：`./install.sh --uninstall <platform>`

@@ -205,7 +205,7 @@ iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/ins

 複製此儲存庫後，Cursor 會自動透過 `.cursor-plugin/plugin.json` 檔案發現外掛程式。無需手動安裝 — 只需複製並在 Cursor 中開啟即可。

-若自動發現未生效，可手動安裝：開啟 **Cursor Settings → Plugins**，在搜尋框中貼上 `https://github.com/Lum1104/Understand-Anything` 並新增。
+若自動發現未生效，可手動安裝：開啟 **Cursor Settings → Plugins**，在搜尋框中貼上 `https://github.com/Egonex-AI/Understand-Anything` 並新增。

 ### VS Code + GitHub Copilot

@@ -216,7 +216,7 @@ iwr -useb https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/ins
 ### Copilot CLI

 ```bash
-copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
+copilot plugin install Egonex-AI/Understand-Anything:understand-anything-plugin
 ```

 ### 多平台相容性
@@ -237,6 +237,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin
 | Hermes | ✅ 支援 | `install.sh hermes` |
 | Cline | ✅ 支援 | `install.sh cline` |
 | KIMI CLI | ✅ 支援 | `install.sh kimi` |
+| Nanobot | ✅ 支援 | `install.sh nanobot` |

 ---

@@ -244,7 +245,7 @@ copilot plugin install Lum1104/Understand-Anything:understand-anything-plugin

 圖譜就是一份 JSON 檔案——**提交一次，團隊成員就可以跳過整條流水線**。適合新人上手、PR 審查和 docs-as-code 工作流程。

-> **範例：** [GoogleCloudPlatform/microservices-demo（fork）](https://github.com/Lum1104/microservices-demo) —— 包含已提交圖譜的 Go / Java / Python / Node 多語言參考專案。
+> **範例：** [GoogleCloudPlatform/microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) —— 包含已提交圖譜的 Go / Java / Python / Node 多語言參考專案。

 **需要提交的內容：** `.understand-anything/` 底下的全部檔案，*除了* `intermediate/` 與 `diff-overlay.json`（這些是本機暫存檔）。

@@ -327,11 +328,11 @@ git add .gitattributes .understand-anything/

 ## Star 歷史記錄

-<a href="https://www.star-history.com/?repos=Lum1104%2FUnderstand-Anything&type=date&legend=top-left">
+<a href="https://www.star-history.com/?repos=Egonex-AI%2FUnderstand-Anything&type=date&legend=top-left">
 <picture>
-   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&theme=dark&legend=top-left" />
-   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
-   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Lum1104/Understand-Anything&type=date&legend=top-left" />
+   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&theme=dark&legend=top-left" />
+   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
+   <img alt="Star History Chart" src="https://api.star-history.com/image?repos=Egonex-AI/Understand-Anything&type=date&legend=top-left" />
 </picture>
 </a>

@@ -340,5 +341,5 @@ git add .gitattributes .understand-anything/
 </p>

 <p align="center">
-  MIT 授權條款 &copy; <a href="https://github.com/Lum1104">Lum1104</a>
+  MIT License &copy; Yuxiang Lin and Infinite Universe, Inc.
 </p>
@@ -0,0 +1,51 @@
+# Reporting security issues
+
+Thanks for taking the time to disclose responsibly.
+
+## How to report
+
+Please use GitHub's [private vulnerability reporting](https://docs.github.com/en/code-security/security-advisories/guidance-on-reporting-and-writing/privately-reporting-a-security-vulnerability)
+on this repository. That keeps the report visible to the maintainer without
+exposing the details publicly.
+
+If private reporting is unavailable for any reason, open a regular issue
+titled `security: brief description` **without** any exploit details, and
+the maintainer will reply with a private channel.
+
+## What to include
+
+- A description of the issue and its potential impact.
+- Steps to reproduce — minimal is fine, a full PoC is not required.
+- Affected versions if you've narrowed them down.
+- Whether you'd like to be credited in the eventual fix.
+
+## What to expect
+
+- Initial acknowledgement within a few days.
+- A fix or mitigation plan within ~30 days for confirmed issues; longer for
+  cases that require coordinated disclosure with upstream dependencies.
+- Public credit once a fix has shipped, if you'd like.
+
+## Scope
+
+This project is a **local-only** static-analysis tool. It runs on a
+developer's machine, reads the analyzed project, and writes the resulting
+graph to `.understand-anything/`. It does not phone home and the dashboard's
+file-content endpoint is gated behind an access token and a graph-derived
+path allowlist.
+
+Issues we care about:
+
+- Code execution triggered by analyzing a hostile project (e.g. a path in a
+  hostile file leaking outside the analyzed directory, or untrusted JSON in
+  the graph being executed by the dashboard).
+- The dashboard's file-content endpoint serving files outside the allowlist.
+- The `/understand` skill running shell commands derived from untrusted
+  paths or contents.
+
+Issues that are **out of scope**:
+
+- Bugs that require a malicious local user with write access to the
+  analyzed project (they could just edit the source directly).
+- Anything that requires the user to copy a malicious URL and paste it back
+  into the dashboard.
@@ -274,7 +274,7 @@ Create `homepage/src/components/Nav.astro`:

 ```astro
 ---
-const githubUrl = 'https://github.com/Lum1104/Understand-Anything';
+const githubUrl = 'https://github.com/Egonex-AI/Understand-Anything';
 ---

 <nav class="nav" id="nav">
@@ -437,7 +437,7 @@ Create `homepage/src/components/Hero.astro`:

 ```astro
 ---
-const githubUrl = 'https://github.com/Lum1104/Understand-Anything';
+const githubUrl = 'https://github.com/Egonex-AI/Understand-Anything';
 ---

 <section class="hero">
@@ -817,7 +817,7 @@ Create `homepage/src/components/Install.astro`:
        <span class="install-code-dot"></span>
        <span class="install-code-label">Claude Code</span>
      </div>
-      <pre><code><span class="cmd">/plugin marketplace add</span> Lum1104/Understand-Anything
+      <pre><code><span class="cmd">/plugin marketplace add</span> Egonex-AI/Understand-Anything
 <span class="cmd">/plugin install</span> understand-anything
 <span class="cmd">/understand</span></code></pre>
    </div>
@@ -928,7 +928,7 @@ Create `homepage/src/components/Footer.astro`:

 ```astro
 ---
-const githubUrl = 'https://github.com/Lum1104/Understand-Anything';
+const githubUrl = 'https://github.com/Egonex-AI/Understand-Anything';
 ---

 <footer class="footer">
@@ -1223,7 +1223,7 @@ Verify in browser:
 Add a "Homepage" link near the top of the README, after the badges section. Add a single line:

 ```markdown
-**[Homepage](https://understand-anything.com)** | **[GitHub](https://github.com/Lum1104/Understand-Anything)**
+**[Homepage](https://understand-anything.com)** | **[GitHub](https://github.com/Egonex-AI/Understand-Anything)**
 ```

 **Step 4: Final commit**
@@ -426,9 +426,9 @@ git commit -m "refactor: move platform config directories to repo root for disco
  "displayName": "Understand Anything",
  "description": "AI-powered codebase understanding — analyze, visualize, and explain any project",
  "version": "1.0.5",
-  "author": { "name": "Lum1104" },
-  "homepage": "https://github.com/Lum1104/Understand-Anything",
-  "repository": "https://github.com/Lum1104/Understand-Anything",
+  "author": { "name": "Egonex" },
+  "homepage": "https://github.com/Egonex-AI/Understand-Anything",
+  "repository": "https://github.com/Egonex-AI/Understand-Anything",
  "license": "MIT",
  "keywords": ["codebase-analysis", "knowledge-graph", "architecture", "onboarding", "dashboard"],
  "skills": "./understand-anything-plugin/skills/",
@@ -445,9 +445,9 @@ Note: paths point into `understand-anything-plugin/` since the source stays nest
  "name": "understand-anything",
  "description": "AI-powered codebase understanding — analyze, visualize, and explain any project",
  "version": "1.0.5",
-  "author": { "name": "Lum1104" },
-  "homepage": "https://github.com/Lum1104/Understand-Anything",
-  "repository": "https://github.com/Lum1104/Understand-Anything",
+  "author": { "name": "Egonex" },
+  "homepage": "https://github.com/Egonex-AI/Understand-Anything",
+  "repository": "https://github.com/Egonex-AI/Understand-Anything",
  "license": "MIT",
  "keywords": ["codebase-analysis", "knowledge-graph", "architecture", "onboarding", "dashboard"]
 }
@@ -0,0 +1,210 @@
+# Conversation-Language Auto-Detection Implementation Plan
+
+> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
+
+**Goal:** On the first `/understand` run in a project, detect the user's conversation language and confirm it before generating — without changing anything for English users.
+
+**Architecture:** A pure prompt-logic change. The entire language decision lives in one place — `SKILL.md` step 3.6. We expand the `if --language NOT specified` branch into a resolution chain that adds conversation-language detection + a non-English-only, first-run-only confirmation gate before the existing `en` default. The resolved value is persisted to `config.json` so the gate fires at most once per project. A README sentence documents it.
+
+**Tech Stack:** Markdown skill prompt (`SKILL.md`), Markdown docs (`README.md`). No code, no schema, no TypeScript. There is no automated-test hook for skill-prompt behavior, so verification is the manual scenario walkthrough in Task 3 (this matches how the existing `--language` flag is verified).
+
+---
+
+## File Structure
+
+| File | Responsibility | Change |
+|---|---|---|
+| `understand-anything-plugin/skills/understand/SKILL.md` | The `/understand` skill prompt; step 3.6 resolves `$OUTPUT_LANGUAGE`. | Rewrite the `If --language is NOT specified` sub-block (currently lines 142–144). |
+| `README.md` | User-facing docs; *Localized output* section (~line 121). | Add one paragraph describing first-run auto-detection. |
+
+No other files. The `outputLanguage` field already exists in `packages/core/src/types.ts:119`; the `locales/<lang>.md` injection at `SKILL.md` step 4 (line ~424) and the `$LANGUAGE_DIRECTIVE` template (lines ~148–151) are unchanged and require no edits.
+
+---
+
+## Task 1: Expand the language-resolution branch in SKILL.md
+
+**Files:**
+- Modify: `understand-anything-plugin/skills/understand/SKILL.md` (step 3.6, the `If --language is NOT specified` sub-block)
+
+- [ ] **Step 1: Confirm the current text is unchanged**
+
+Run: `sed -n '142,144p' understand-anything-plugin/skills/understand/SKILL.md`
+
+Expected output (exactly these three lines):
+```
+    - If `--language` is NOT specified:
+      - Check `$PROJECT_ROOT/.understand-anything/config.json` for an existing `outputLanguage` field. If present, use that.
+      - If no stored preference, default to `en` (English).
+```
+
+If the text differs, STOP and re-read step 3.6 to find the equivalent block before editing — line numbers may have drifted.
+
+- [ ] **Step 2: Replace the block**
+
+Use the Edit tool on `understand-anything-plugin/skills/understand/SKILL.md`.
+
+`old_string` (match exactly, including leading spaces):
+```
+    - If `--language` is NOT specified:
+      - Check `$PROJECT_ROOT/.understand-anything/config.json` for an existing `outputLanguage` field. If present, use that.
+      - If no stored preference, default to `en` (English).
+```
+
+`new_string` (describes the confirmation *intent* in one instruction rather than
+hard-coding a literal prompt box — the skill is a prompt the model interprets):
+```
+    - If `--language` is NOT specified:
+      - **Stored preference wins.** If `$PROJECT_ROOT/.understand-anything/config.json` has an `outputLanguage` field, set `$OUTPUT_LANGUAGE` to it and skip the rest.
+      - **Otherwise detect (first run only).** Infer the predominant language of the user's conversation as an ISO 639-1 code (`$DETECTED_LANG`). If it is `en` or cannot be confidently determined, set `$OUTPUT_LANGUAGE=en` and proceed silently — no prompt (English users see no change).
+      - **If `$DETECTED_LANG` ≠ `en`, confirm once before analyzing:** tell the user you detected `<language>` and ask whether to generate all content in it; they press Enter/"yes" to accept, or type another language code/name to override (normalize via the friendly-name map above). If running non-interactively (no reply possible), skip the wait, use `$DETECTED_LANG`, and print a one-line notice instead of blocking.
+      - **Persist** the resolved `$OUTPUT_LANGUAGE` (including `en`) into `config.json` so it never re-prompts for this project.
+```
+
+- [ ] **Step 3: Verify the edit landed and is well-formed**
+
+Run: `sed -n '142,170p' understand-anything-plugin/skills/understand/SKILL.md`
+
+Expected: the new multi-level block is present; the very next content after it is the unchanged `- If `--language` IS specified:` line. Confirm no duplicate `default to en` line remains.
+
+Run: `grep -c 'default to \`en\`' understand-anything-plugin/skills/understand/SKILL.md`
+Expected: `0` (the old standalone default line is gone; the new wording says "set `$OUTPUT_LANGUAGE` to `en`").
+
+- [ ] **Step 4: Commit**
+
+```bash
+git add understand-anything-plugin/skills/understand/SKILL.md
+git commit -m "feat(understand): detect conversation language on first run
+
+Expand SKILL.md step 3.6 with conversation-language detection as a
+fallback before the en default, gated behind a first-run-only,
+non-English-only confirmation. Resolved value is persisted to
+config.json so the gate fires at most once. English users see no change.
+
+Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>"
+```
+
+---
+
+## Task 2: Document first-run auto-detection in README
+
+**Files:**
+- Modify: `README.md` (*Localized output* section, before the "The `--language` parameter affects:" line, ~line 130)
+
+- [ ] **Step 1: Confirm the anchor line exists**
+
+Run: `grep -n 'The `--language` parameter affects:' README.md`
+Expected: one match around line 130.
+
+- [ ] **Step 2: Insert the auto-detection paragraph**
+
+Use the Edit tool on `README.md`.
+
+`old_string`:
+```
+The `--language` parameter affects:
+```
+
+`new_string`:
+```
+On the **first run** in a project — when you don't pass `--language` and no language is stored yet — `/understand` detects the language you're conversing in. If it isn't English, it asks you to confirm (or override) before generating; English conversations are unaffected. Your choice is saved to `.understand-anything/config.json` and reused on every later run.
+
+The `--language` parameter affects:
+```
+
+- [ ] **Step 3: Verify**
+
+Run: `grep -n 'first run' README.md`
+Expected: one match with the new sentence, located just above "The `--language` parameter affects:".
+
+- [ ] **Step 4: Commit**
+
+```bash
+git add README.md
+git commit -m "docs: note first-run conversation-language auto-detection
+
+Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>"
+```
+
+---
+
+## Task 3: Manual verification (no automated test hook exists)
+
+There is no unit-test harness for skill-prompt behavior. Verify by reasoning through each scenario against the edited step 3.6 text and confirming the prompt logic produces the right `$OUTPUT_LANGUAGE` and `config.json` write. Record the result of each in the PR description.
+
+- [ ] **Step 1: Walk the five scenarios**
+
+For each, trace the edited step 3.6 and confirm the expected outcome:
+
+| # | Situation (fresh project, no `config.json`) | Expected |
+|---|---|---|
+| 1 | Conversation in Chinese, run `/understand` | Gate appears → confirm → `$OUTPUT_LANGUAGE=zh`; `config.json` gets `"outputLanguage":"zh"` |
+| 2 | Re-run in the same project (config now has `zh`) | No gate (stored preference wins); generates `zh` |
+| 3 | Conversation in English, run `/understand` | No gate; `$OUTPUT_LANGUAGE=en`; English output (no regression) |
+| 4 | `--language ja` on a fresh project | No gate (flag wins); `config.json` gets `"outputLanguage":"ja"` |
+| 5 | Detected `zh`, user types `en` at the gate | `$OUTPUT_LANGUAGE=en`; `config.json` gets `"outputLanguage":"en"` |
+
+- [ ] **Step 2: Confirm no-regression invariant**
+
+Re-read the edited block and confirm: there is NO code path where an English-only conversation with no flag/config produces a prompt. (Scenario 3 must be silent.) This is the single most important property for upstream acceptance.
+
+- [ ] **Step 3: Optional live smoke test**
+
+If you want a real run: in a throwaway repo with no `.understand-anything/config.json`, converse briefly in Chinese, run `/understand`, and confirm the gate appears and `config.json` is written with `outputLanguage: "zh"` after confirming. (Skip if a full analysis run is too costly; the trace in Step 1 is sufficient for the PR.)
+
+---
+
+## Task 4: Open the PR
+
+- [ ] **Step 1: Push the branch**
+
+```bash
+git push -u origin feat/understand-language-auto-detection
+```
+
+- [ ] **Step 2: Create the PR**
+
+```bash
+gh pr create --title "feat(understand): detect conversation language on first run" --body "$(cat <<'EOF'
+## What
+
+On the first `/understand` run in a project (no `--language` flag, no stored `outputLanguage`), the skill now detects the language of the conversation and — **only when it is not English** — asks the user to confirm or override before generating. The choice is persisted to `.understand-anything/config.json` and the gate never fires again.
+
+## Why
+
+The output language defaulted silently to English. A user conversing in Chinese would run the simplest command and only discover the English output after paying the full cost of an analysis run, then had to re-run with `--language zh`.
+
+## Zero change for English users
+
+The confirmation gate fires **only** when the detected language is non-English and no language has been chosen yet. English conversations follow the exact same silent `en` path as before. `--language` flag and stored config both take priority over detection.
+
+## Scope
+
+- Only `understand-anything-plugin/skills/understand/SKILL.md` step 3.6 + a README sentence.
+- No code/schema changes. Other skills and the auto-update hook are unchanged (separate known gaps).
+- Non-interactive invocations fall back to the detected language with a notice instead of blocking.
+
+Design + plan: `docs/superpowers/specs/2026-06-03-language-auto-detection-design.md`, `docs/superpowers/plans/2026-06-03-language-auto-detection.md`.
+
+🤖 Generated with [Claude Code](https://claude.com/claude-code)
+EOF
+)"
+```
+
+---
+
+## Self-Review
+
+**Spec coverage:**
+- Resolution chain (param > config > detect > en) → Task 1 Step 2. ✓
+- Non-English-only, first-run-only gate → Task 1 Step 2 (gate "shown ONLY when `$DETECTED_LANG` ≠ `en`"). ✓
+- Persist resolved value incl. `en` → Task 1 Step 2 ("Persist the resolved value"). ✓
+- Edge: uncertain/mixed → `en` silent → Task 1 Step 2 first bullet. ✓
+- Edge: non-interactive fallback → Task 1 Step 2 ("Non-interactive fallback"). ✓
+- Edge: auto-update hook unaffected → no task needed (no code path touched); noted here. ✓
+- `locales/<lang>.md` already wired → unchanged, noted in File Structure. ✓
+- README sentence → Task 2. ✓
+- Manual verification scenarios (5) → Task 3. ✓
+
+**Placeholder scan:** No "TBD/TODO/handle edge cases" left vague — every edge case has explicit resolved behavior. The `<language name>`/`<code>` tokens inside the gate are intentional template placeholders the skill fills at runtime, not plan gaps. ✓
+
+**Type/name consistency:** Variable names used consistently — `$OUTPUT_LANGUAGE`, `$DETECTED_LANG`, `outputLanguage` (config key), `--language` (flag). These match the existing names in SKILL.md step 3.6. ✓
@@ -45,7 +45,7 @@ Staggered fade-in animation:
 - Headline: "Get started in 30 seconds"
 - Code block:
  ```
-  /plugin marketplace add Lum1104/Understand-Anything
+  /plugin marketplace add Egonex-AI/Understand-Anything
  /plugin install understand-anything
  /understand
  ```
@@ -82,7 +82,7 @@ Each platform gets an `INSTALL.md` that the AI agent can fetch and follow:

 User tells the agent one line:
 ```
-Fetch and follow instructions from https://raw.githubusercontent.com/Lum1104/Understand-Anything/refs/heads/main/understand-anything-plugin/.codex/INSTALL.md
+Fetch and follow instructions from https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/refs/heads/main/understand-anything-plugin/.codex/INSTALL.md
 ```

 The agent executes the clone + symlink/config automatically.
@@ -1,6 +1,6 @@
 # Business Domain Knowledge Extraction — Design Spec

-**Issue:** [#61](https://github.com/Lum1104/Understand-Anything/issues/61)
+**Issue:** [#61](https://github.com/Egonex-AI/Understand-Anything/issues/61)
 **Date:** 2026-04-01

 ## Problem
@@ -3,7 +3,7 @@
 **Date:** 2026-05-24
 **Status:** Draft
 **Branch:** `feat/semantic-batching-and-output-chunking`
-**Issue:** [#159](https://github.com/Lum1104/Understand-Anything/issues/159) — Frequently seeing output limit exceeded
+**Issue:** [#159](https://github.com/Egonex-AI/Understand-Anything/issues/159) — Frequently seeing output limit exceeded

 ---

@@ -0,0 +1,147 @@
+# Conversation-Language Auto-Detection for `/understand`
+
+**Date:** 2026-06-03
+**Status:** Approved — ready for implementation plan
+**Scope:** `understand-anything-plugin/skills/understand/SKILL.md` (primary), `README.md` (docs)
+
+## Problem
+
+`/understand` generates all LLM-authored content (node summaries, tags, layer
+names, guided tours, language notes) in **English by default**. The output
+language is controlled solely by an explicit `--language <lang>` flag or a
+previously stored `outputLanguage` value in `.understand-anything/config.json`.
+
+The skill performs **no detection** of the language the user is actually working
+in. `SKILL.md` step 3.6 (lines 142–144) hard-defaults to `en` whenever the flag
+and config are both absent:
+
+```
+- If `--language` is NOT specified:
+  - Check config.json for outputLanguage. If present, use that.
+  - If no stored preference, default to `en` (English).
+```
+
+**Observed failure:** A user conversing entirely in Chinese ran the simplest
+`/understand` command and received an English knowledge graph. They only
+discovered the mismatch after paying the full cost of an analysis run (time +
+tokens), then had to re-run with `--language zh`. The default is silent and
+undiscoverable — nothing surfaces the language decision at the point it matters.
+
+## Goal
+
+On **first analysis of a project**, infer the user's working language from the
+conversation and confirm it before spending the analysis budget — without
+changing anything for English-speaking users (the project's core audience) and
+without breaking non-interactive invocations.
+
+## Non-Goals
+
+- No side-by-side bilingual output. Output remains single-language per graph.
+- No changes to other content-generating skills (`understand-domain`,
+  `understand-knowledge`, `understand-explain`, etc.). They currently ignore
+  `outputLanguage` entirely; that is a separate, known gap left for follow-up
+  PRs.
+- No changes to the autonomous auto-update hook path
+  (`hooks/auto-update-prompt.md`). It reuses the existing graph and does not
+  resolve a language, so detection never runs there. Noted as a known separate
+  gap, out of scope here.
+- No code, schema, or TypeScript changes. The `outputLanguage` field already
+  exists in `ProjectConfig` (`packages/core/src/types.ts:119`).
+
+## Approach (chosen)
+
+Add conversation-language **detection as a fallback** in the resolution chain,
+placed *before* the `en` default, gated behind a **first-run-only, non-English-only**
+confirmation. This was selected over two alternatives discussed:
+
+- **(A) Personal workaround** (always pass `--language zh` / hand-edit config):
+  zero upstream value, rejected — the goal is a contributable fix.
+- **(B, chosen) Detection-as-fallback in `SKILL.md`:** minimal diff, strictly
+  better for non-English users, invisible to English users.
+- **(C) Always-prompt menu on every run:** rejected — reintroduces friction and
+  is the most likely to be rejected by upstream maintainers.
+
+The confirmation gate (rather than silent application) was chosen at the user's
+direction for explicitness, but constrained so it never affects English users.
+
+## Detailed Design
+
+### Resolution chain (rewrite of `SKILL.md` step 3.6)
+
+Priority, highest first:
+
+1. **`--language <lang>` flag present** → normalize via the existing
+   friendly-name map (line 140), persist to `config.json`, use. *(unchanged)*
+2. **`outputLanguage` present in `config.json`** → use it. *(unchanged)*
+3. **First run (no flag AND no config) → NEW: detect conversation language.**
+   - Infer the predominant language of the user's messages in the current
+     conversation → `$DETECTED_LANG` (ISO 639-1 code, e.g. `zh`, `ja`).
+   - **If `$DETECTED_LANG` is `en`, or cannot be confidently determined, or the
+     conversation is mixed/ambiguous** → set `$OUTPUT_LANGUAGE = en`, persist,
+     **proceed with no prompt.** (Preserves current behavior exactly for the
+     core audience.)
+   - **If `$DETECTED_LANG` ≠ `en`** → show the confirmation gate below, resolve
+     `$OUTPUT_LANGUAGE`, persist to `config.json`.
+
+In all branches the resolved value is written to `config.json`
+(`{"outputLanguage": "<lang>"}` merged into existing config), so the gate fires
+**at most once per project**.
+
+### Confirmation gate (only when `$DETECTED_LANG` ≠ `en`)
+
+Shown before any pipeline phase runs. `SKILL.md` describes the *intent* in one
+instruction rather than hard-coding a literal prompt box — the skill is a prompt
+the model interprets, so it renders the question itself at runtime. The
+instruction tells the model to:
+
+- State the detected language and ask whether to generate all content in it.
+- Accept Enter / "yes" / the detected code as confirmation → `$OUTPUT_LANGUAGE = $DETECTED_LANG`.
+- Accept any other language code or friendly name as an override → normalize via
+  the existing friendly-name map (line ~140) and use it. This doubles as the
+  "chatting in Chinese but want English docs for my team" escape hatch.
+
+The instruction text in `SKILL.md` stays in **English** (skill prompts are
+English); only the *generated content* becomes the target language.
+
+### Edge cases
+
+| Case | Behavior |
+|---|---|
+| Detection uncertain / mixed languages | Treat as `en`, proceed silently. Never block on a guess. |
+| Non-interactive invocation (headless/CI, no user to answer) | Fall back to `$DETECTED_LANG` with a one-line notice instead of hanging on the gate; persist. Confirm is best-effort, never a hard block. |
+| Autonomous auto-update hook | Unaffected — that path does not resolve language. |
+| Detected language has a `locales/<lang>.md` file | Already wired at step 4 (line 424); no change. |
+| Detected language has no locale file | `$LANGUAGE_DIRECTIVE` still applies (existing "skip silently" behavior). |
+
+## Files Touched
+
+- `understand-anything-plugin/skills/understand/SKILL.md` — rewrite the step 3.6
+  `if --language NOT specified` branch into the 4-step resolution chain above.
+  **Primary change.**
+- `README.md` — add a sentence under the *Localized output* section (~line 121)
+  noting first-run auto-detection.
+
+No other files. No schema, code, or test-harness files change.
+
+## Testing / Verification
+
+Prompt-logic change → no unit-test hook. Verification is manual and documented
+in the PR description:
+
+1. Fresh project, no config, converse in Chinese, run `/understand` → gate
+   appears → confirm → content generated in `zh`; `config.json` contains
+   `outputLanguage: "zh"`.
+2. Re-run in same project → no gate (config wins).
+3. Fresh project, converse in English → no gate, English output (proves no
+   regression for the core audience).
+4. Fresh project, `--language ja` → no gate, flag wins, config stores `ja`.
+5. Fresh project, override at the gate (detected `zh`, type `en`) → English
+   output, config stores `en`.
+
+## Risks & Upstream Framing
+
+The main reviewer concern is *any* added interactivity. Mitigations are built in:
+the gate is **first-run-only**, **non-English-only**, and **degrades gracefully**
+when non-interactive. The PR description leads with: **"Zero behavior change for
+English users; the gate only appears when the conversation is non-English and no
+language has been chosen yet."**
@@ -1,43 +1,28 @@
-# Astro Starter Kit: Minimal
+# Understand Anything Homepage

-```sh
-pnpm create astro@latest -- --template minimal
-```
+Astro site for the Understand Anything project homepage.

-> 🧑‍🚀 **Seasoned astronaut?** Delete this file. Have fun!
-
-## 🚀 Project Structure
-
-Inside of your Astro project, you'll see the following folders and files:
+## Project Structure

 ```text
-/
+homepage/
 ├── public/
 ├── src/
+│   ├── components/
 │   └── pages/
-│       └── index.astro
 └── package.json
 ```

-Astro looks for `.astro` or `.md` files in the `src/pages/` directory. Each page is exposed as a route based on its file name.
+The homepage is published as a static Astro site. Public messaging should use
+the Egonex organization identity and link company/product traffic to
+`https://egonex.ai` where relevant.

-There's nothing special about `src/components/`, but that's where we like to put any Astro/React/Vue/Svelte/Preact components.
+## Commands

-Any static assets, like images, can be placed in the `public/` directory.
+Run these from the repository root:

-## 🧞 Commands
-
-All commands are run from the root of the project, from a terminal:
-
-| Command                   | Action                                           |
-| :------------------------ | :----------------------------------------------- |
-| `pnpm install`             | Installs dependencies                            |
-| `pnpm dev`             | Starts local dev server at `localhost:4321`      |
-| `pnpm build`           | Build your production site to `./dist/`          |
-| `pnpm preview`         | Preview your build locally, before deploying     |
-| `pnpm astro ...`       | Run CLI commands like `astro add`, `astro check` |
-| `pnpm astro -- --help` | Get help using the Astro CLI                     |
-
-## 👀 Want to learn more?
-
-Feel free to check [our documentation](https://docs.astro.build) or jump into our [Discord server](https://astro.build/chat).
+| Command | Action |
+| :-- | :-- |
+| `pnpm --filter homepage dev` | Start the local dev server |
+| `pnpm --filter homepage build` | Build the static site |
+| `pnpm --filter homepage preview` | Preview the built site |
@@ -1,7 +1,5 @@
 ---
-const githubUrl = 'https://github.com/Lum1104/Understand-Anything';
-const discordUrl = 'https://discord.gg/pydat66RY';
-const contactEmail = 'lum@understand-anything.com';
+const githubUrl = 'https://github.com/Egonex-AI/Understand-Anything';
 ---

 <footer class="footer">
@@ -10,15 +8,12 @@ const contactEmail = 'lum@understand-anything.com';
    <div class="footer-links">
      <a href={githubUrl} target="_blank" rel="noopener noreferrer">GitHub</a>
      <span class="footer-sep">&middot;</span>
-      <a href={discordUrl} target="_blank" rel="noopener noreferrer">Discord</a>
-      <span class="footer-sep">&middot;</span>
      <a href="/demo/">Live Demo</a>
      <span class="footer-sep">&middot;</span>
-      <a href={`mailto:${contactEmail}`}>Contact</a>
-      <span class="footer-sep">&middot;</span>
      <a href={`${githubUrl}/blob/main/LICENSE`} target="_blank" rel="noopener noreferrer">MIT License</a>
    </div>
-    <p class="footer-note">Graphs that teach. Built for AI coding assistants.</p>
+    <p class="footer-note">An open-source project from Egonex. Originally created by Lum1104.</p>
+    <p class="footer-note">&copy; 2026 Infinite Universe, Inc.</p>
  </div>
 </footer>

@@ -73,6 +68,16 @@ const contactEmail = 'lum@understand-anything.com';
  .footer-note {
    font-size: 0.8rem;
    color: var(--text-muted);
+    margin: 0.25rem 0;
+  }
+
+  .footer-note a {
+    color: var(--accent);
+    text-decoration: none;
+  }
+
+  .footer-note a:hover {
+    text-decoration: underline;
  }

  @media (max-width: 480px) {
@@ -1,6 +1,6 @@
 ---
-const githubUrl = 'https://github.com/Lum1104/Understand-Anything';
-const discordUrl = 'https://discord.gg/pydat66RY';
+const githubUrl = 'https://github.com/Egonex-AI/Understand-Anything';
+const egonexUrl = 'https://egonex.ai';
 ---

 <section class="hero">
@@ -13,15 +13,23 @@ const discordUrl = 'https://discord.gg/pydat66RY';
    <span class="hero-badge anim anim-1">AI-Powered Code Understanding</span>

    <h1 class="hero-title anim anim-2">
-      <span style="display:inline-block;background:linear-gradient(135deg,#c9867a,#b8865c,#d4a574);-webkit-background-clip:text;-webkit-text-fill-color:transparent;background-clip:text;">Understand</span>&nbsp;Anything
+      <span class="hero-grad">Understand</span> Anything
    </h1>

-    <p class="hero-tagline anim anim-3">
+    <p class="hero-bridge anim anim-3">
+      <a href={egonexUrl} target="_blank" rel="noopener noreferrer">Understand Anyone.</a>
+    </p>
+
+    <p class="hero-belief anim anim-4">
+      AI should help people, not replace them.
+    </p>
+
+    <p class="hero-tagline anim anim-4">
      Other tools show you a <span class="hero-problem">hairball</span>.
      We <span class="hero-value">teach</span> you the codebase.
    </p>

-    <div class="hero-pillars anim anim-4">
+    <div class="hero-pillars anim anim-5">
      <span class="pillar">Structure & Dependencies</span>
      <span class="pillar-dot">&middot;</span>
      <span class="pillar">Business Logic</span>
@@ -29,59 +37,25 @@ const discordUrl = 'https://discord.gg/pydat66RY';
      <span class="pillar">Guided Tours</span>
    </div>

-    <div class="hero-actions anim anim-5">
+    <div class="hero-actions anim anim-6">
      <a href="#install" class="hero-cta">Get Started</a>
      <a href="/demo/" class="hero-demo">Live Demo &rarr;</a>
-      <a href={discordUrl} target="_blank" rel="noopener noreferrer" class="hero-discord">
-        <svg viewBox="0 0 24 24" width="18" height="18" fill="currentColor" aria-hidden="true">
-          <path d="M20.317 4.37a19.791 19.791 0 0 0-4.885-1.515.074.074 0 0 0-.079.037c-.21.375-.444.864-.608 1.25a18.27 18.27 0 0 0-5.487 0 12.64 12.64 0 0 0-.617-1.25.077.077 0 0 0-.079-.037A19.736 19.736 0 0 0 3.677 4.37a.07.07 0 0 0-.032.027C.533 9.046-.32 13.58.099 18.057a.082.082 0 0 0 .031.057 19.9 19.9 0 0 0 5.993 3.03.078.078 0 0 0 .084-.028 14.09 14.09 0 0 0 1.226-1.994.076.076 0 0 0-.041-.106 13.107 13.107 0 0 1-1.872-.892.077.077 0 0 1-.008-.128 10.2 10.2 0 0 0 .372-.292.074.074 0 0 1 .077-.01c3.928 1.793 8.18 1.793 12.062 0a.074.074 0 0 1 .078.01c.12.098.246.198.373.292a.077.077 0 0 1-.006.127 12.299 12.299 0 0 1-1.873.892.077.077 0 0 0-.041.107c.36.698.772 1.362 1.225 1.993a.076.076 0 0 0 .084.028 19.839 19.839 0 0 0 6.002-3.03.077.077 0 0 0 .032-.054c.5-5.177-.838-9.674-3.549-13.66a.061.061 0 0 0-.031-.03zM8.02 15.33c-1.183 0-2.157-1.085-2.157-2.419 0-1.333.956-2.419 2.157-2.419 1.21 0 2.176 1.096 2.157 2.42 0 1.333-.956 2.418-2.157 2.418zm7.975 0c-1.183 0-2.157-1.085-2.157-2.419 0-1.333.955-2.419 2.157-2.419 1.21 0 2.176 1.096 2.157 2.42 0 1.333-.946 2.418-2.157 2.418Z"/>
-        </svg>
-        Join Discord
-      </a>
      <a href={githubUrl} target="_blank" rel="noopener noreferrer" class="hero-secondary">
        <svg viewBox="0 0 24 24" width="16" height="16" fill="currentColor" style="vertical-align:-2px;margin-right:4px;"><path d="M12 .587l3.668 7.568L24 9.306l-6 5.986 1.416 8.421L12 19.897l-7.416 3.816L6 15.292 0 9.306l8.332-1.151z"/></svg>
        Star on GitHub
      </a>
    </div>

-    <a href="https://trendshift.io/repositories/23482" target="_blank" rel="noopener noreferrer" class="hero-trendshift anim anim-5">
-      <img src="https://trendshift.io/api/badge/repositories/23482" alt="Lum1104/Understand-Anything | Trendshift" width="250" height="55" loading="lazy" />
+    <a href="https://trendshift.io/repositories/23482" target="_blank" rel="noopener noreferrer" class="hero-trendshift anim anim-6">
+      <img src="https://trendshift.io/api/badge/repositories/23482" alt="Understand Anything | Trendshift" width="250" height="55" loading="lazy" />
    </a>

-    <a href="mailto:lum@understand-anything.com" class="hero-enterprise anim anim-5">
-      <span class="hero-enterprise-label">Enterprise</span>
-      <span class="hero-enterprise-divider">&middot;</span>
-      <span class="hero-enterprise-email">lum@understand-anything.com</span>
-      <span class="hero-enterprise-arrow">&rarr;</span>
+    <a href={egonexUrl} target="_blank" rel="noopener noreferrer" class="hero-company anim anim-6">
+      <span class="hero-company-label">Company</span>
+      <span class="hero-company-divider">&middot;</span>
+      <span class="hero-company-site">egonex.ai</span>
+      <span class="hero-company-arrow">&rarr;</span>
    </a>
-
-    <a href="https://lum.is-a.dev/" target="_blank" rel="noopener noreferrer" class="hero-author anim anim-5">
-      <span class="hero-author-label">Author</span>
-      <span class="hero-author-divider">&middot;</span>
-      <span class="hero-author-handle">Lum1104</span>
-      <span class="hero-author-arrow">&rarr;</span>
-    </a>
-
-    <details class="hero-subscribe anim anim-6">
-      <summary class="hero-subscribe-toggle">
-        <span>Subscribe to release updates</span>
-        <svg class="hero-subscribe-chevron" viewBox="0 0 24 24" width="14" height="14" fill="none" stroke="currentColor" stroke-width="2.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true">
-          <polyline points="6 9 12 15 18 9"></polyline>
-        </svg>
-      </summary>
-      <div class="hero-subscribe-frame">
-        <p class="hero-subscribe-hint">No spam, unsubscribe anytime</p>
-        <iframe
-          src="https://yuxianglin.substack.com/embed"
-          title="Subscribe to release updates"
-          width="480"
-          height="150"
-          loading="lazy"
-          scrolling="no"
-          frameborder="0"
-        ></iframe>
-      </div>
-    </details>
  </div>
 </section>

@@ -124,6 +98,7 @@ const discordUrl = 'https://discord.gg/pydat66RY';
  .hero-content {
    position: relative;
    z-index: 1;
+    width: min(100%, 900px);
    max-width: 900px;
    display: flex;
    flex-direction: column;
@@ -165,11 +140,43 @@ const discordUrl = 'https://discord.gg/pydat66RY';
    text-shadow: none;
  }

+  .hero-bridge {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    flex-wrap: wrap;
+    gap: 0.5rem;
+    color: #e8e2d8;
+    font-family: var(--font-heading);
+    font-size: 1.8rem;
+    line-height: 1.25;
+    margin: -0.4rem 0 0.8rem;
+  }
+
+  .hero-bridge a {
+    color: #d4a574;
+    text-decoration: none;
+    transition: color 0.2s ease, text-shadow 0.2s ease;
+  }
+
+  .hero-bridge a:hover {
+    color: #e8c99e;
+    text-decoration: none;
+    text-shadow: 0 0 20px rgba(212, 165, 116, 0.18);
+  }
+
+  .hero-belief {
+    color: #a9a196;
+    font-size: 1.08rem;
+    line-height: 1.6;
+    margin: 0 0 0.75rem;
+  }
+
  /* Tagline */
  .hero-tagline {
-    font-size: clamp(1rem, 2vw, 1.4rem);
+    font-size: 1.08rem;
    color: #8a8578;
-    line-height: 1.7;
+    line-height: 1.6;
    max-width: 900px;
    white-space: nowrap;
    margin-bottom: 1.5rem;
@@ -252,32 +259,6 @@ const discordUrl = 'https://discord.gg/pydat66RY';
    text-decoration: none;
  }

-  .hero-discord {
-    display: inline-flex;
-    align-items: center;
-    gap: 0.55rem;
-    background: #5865F2;
-    color: #ffffff;
-    padding: 0.85rem 2rem;
-    border-radius: 8px;
-    font-weight: 600;
-    font-size: 1.05rem;
-    text-decoration: none;
-    transition: box-shadow 0.3s ease, transform 0.2s ease, background 0.3s ease;
-  }
-
-  .hero-discord:hover {
-    background: #4752C4;
-    box-shadow: 0 0 30px rgba(88, 101, 242, 0.25), 0 0 60px rgba(88, 101, 242, 0.12);
-    transform: translateY(-2px);
-    text-decoration: none;
-    color: #ffffff;
-  }
-
-  .hero-discord svg {
-    flex-shrink: 0;
-  }
-
  .hero-secondary {
    color: #8a8578;
    font-size: 0.95rem;
@@ -290,7 +271,7 @@ const discordUrl = 'https://discord.gg/pydat66RY';
    text-decoration: none;
  }

-  /* Trendshift badge — sits between the action row and the enterprise pill */
+  /* Trendshift badge */
  .hero-trendshift {
    margin-top: 1.75rem;
    display: inline-block;
@@ -309,9 +290,8 @@ const discordUrl = 'https://discord.gg/pydat66RY';
    filter: drop-shadow(0 0 14px rgba(212, 165, 116, 0.25));
  }

-  /* Enterprise contact — pill that mirrors the hero badge at the top */
-  .hero-enterprise {
-    margin-top: 1.75rem;
+  .hero-company {
+    margin-top: 1.25rem;
    display: inline-flex;
    align-items: center;
    gap: 0.55rem;
@@ -324,7 +304,7 @@ const discordUrl = 'https://discord.gg/pydat66RY';
      background-color 0.25s ease;
  }

-  .hero-enterprise:hover {
+  .hero-company:hover {
    border-color: rgba(212, 165, 116, 0.55);
    background: rgba(212, 165, 116, 0.08);
    box-shadow: 0 0 24px rgba(212, 165, 116, 0.15);
@@ -332,7 +312,7 @@ const discordUrl = 'https://discord.gg/pydat66RY';
    text-decoration: none;
  }

-  .hero-enterprise-label {
+  .hero-company-label {
    font-family: var(--font-code);
    font-size: 0.7rem;
    letter-spacing: 0.14em;
@@ -340,149 +320,29 @@ const discordUrl = 'https://discord.gg/pydat66RY';
    color: #d4a574;
  }

-  .hero-enterprise-divider {
+  .hero-company-divider {
    color: rgba(212, 165, 116, 0.45);
    font-size: 0.85rem;
    line-height: 1;
  }

-  .hero-enterprise-email {
+  .hero-company-site {
    font-family: var(--font-code);
    font-size: 0.82rem;
    color: #e8e2d8;
  }

-  .hero-enterprise-arrow {
+  .hero-company-arrow {
    color: #d4a574;
    font-size: 0.95rem;
    line-height: 1;
    transition: transform 0.2s ease;
  }

-  .hero-enterprise:hover .hero-enterprise-arrow {
+  .hero-company:hover .hero-company-arrow {
    transform: translateX(3px);
  }

-  /* Author homepage — pill mirroring Enterprise, sits directly under it */
-  .hero-author {
-    margin-top: 0.6rem;
-    display: inline-flex;
-    align-items: center;
-    gap: 0.55rem;
-    padding: 0.45rem 1.1rem;
-    border: 1px solid rgba(212, 165, 116, 0.3);
-    border-radius: 100px;
-    background: rgba(212, 165, 116, 0.04);
-    text-decoration: none;
-    transition: border-color 0.25s ease, box-shadow 0.25s ease, transform 0.2s ease,
-      background-color 0.25s ease;
-  }
-
-  .hero-author:hover {
-    border-color: rgba(212, 165, 116, 0.55);
-    background: rgba(212, 165, 116, 0.08);
-    box-shadow: 0 0 24px rgba(212, 165, 116, 0.15);
-    transform: translateY(-1px);
-    text-decoration: none;
-  }
-
-  .hero-author-label {
-    font-family: var(--font-code);
-    font-size: 0.7rem;
-    letter-spacing: 0.14em;
-    text-transform: uppercase;
-    color: #d4a574;
-  }
-
-  .hero-author-divider {
-    color: rgba(212, 165, 116, 0.45);
-    font-size: 0.85rem;
-    line-height: 1;
-  }
-
-  .hero-author-handle {
-    font-family: var(--font-code);
-    font-size: 0.82rem;
-    color: #e8e2d8;
-  }
-
-  .hero-author-arrow {
-    color: #d4a574;
-    font-size: 0.95rem;
-    line-height: 1;
-    transition: transform 0.2s ease;
-  }
-
-  .hero-author:hover .hero-author-arrow {
-    transform: translateX(3px);
-  }
-
-  /* Subscribe */
-  .hero-subscribe {
-    margin-top: 2rem;
-    width: 100%;
-    max-width: 480px;
-    text-align: center;
-  }
-
-  .hero-subscribe-toggle {
-    display: inline-flex;
-    align-items: center;
-    gap: 0.4rem;
-    cursor: pointer;
-    color: #8a8578;
-    font-size: 0.95rem;
-    list-style: none;
-    transition: color 0.2s ease;
-    user-select: none;
-  }
-
-  .hero-subscribe-toggle::-webkit-details-marker {
-    display: none;
-  }
-
-  .hero-subscribe-toggle:hover {
-    color: #d4a574;
-  }
-
-  .hero-subscribe-chevron {
-    transition: transform 0.25s ease;
-  }
-
-  .hero-subscribe[open] .hero-subscribe-chevron {
-    transform: rotate(180deg);
-  }
-
-  .hero-subscribe-frame {
-    margin-top: 1rem;
-    background: rgba(10, 10, 10, 0.6);
-    border: 1px solid rgba(212, 165, 116, 0.25);
-    border-radius: 10px;
-    padding: 6px 6px 0;
-    overflow: hidden;
-    animation: subscribeFadeIn 0.3s ease-out;
-  }
-
-  .hero-subscribe-hint {
-    font-size: 0.78rem;
-    color: #8a8578;
-    margin: 0.25rem 0 0.5rem;
-    text-align: center;
-  }
-
-  .hero-subscribe-frame iframe {
-    display: block;
-    width: 100%;
-    height: 150px;
-    border: 0;
-    background: transparent;
-  }
-
-  @keyframes subscribeFadeIn {
-    from { opacity: 0; transform: translateY(-4px); }
-    to { opacity: 1; transform: translateY(0); }
-  }
-
  /* Staggered entrance */
  @keyframes heroIn {
    from {
@@ -505,10 +365,16 @@ const discordUrl = 'https://discord.gg/pydat66RY';
  .anim-3 { animation-delay: 0.55s; }
  .anim-4 { animation-delay: 0.75s; }
  .anim-5 { animation-delay: 0.95s; }
-  .anim-6 { animation-delay: 1.15s; }
+  .anim-6 { animation-delay: 1.1s; }

  /* Responsive */
  @media (max-width: 900px) {
+    .hero-bridge {
+      max-width: 26ch;
+    }
+    .hero-belief {
+      max-width: 34ch;
+    }
    .hero-tagline {
      white-space: normal;
      max-width: 36ch;
@@ -528,6 +394,14 @@ const discordUrl = 'https://discord.gg/pydat66RY';
      margin-bottom: 1.75rem;
    }
    .hero-title { margin-bottom: 1.5rem; }
+    .hero-bridge {
+      font-size: 1.35rem;
+      margin-top: -0.25rem;
+    }
+    .hero-belief,
+    .hero-tagline {
+      font-size: 0.98rem;
+    }
  }

  @media (max-width: 640px) {
@@ -535,32 +409,13 @@ const discordUrl = 'https://discord.gg/pydat66RY';
      white-space: normal;
      line-height: 1.02;
      letter-spacing: -0.03em;
+      text-wrap: balance;
    }
    /* Stack the two words on dedicated lines for editorial drama */
-    .hero-title > span { display: block; }
+    .hero-title .hero-grad { display: block; }
  }

  @media (max-width: 540px) {
-    .hero-enterprise {
-      flex-direction: column;
-      gap: 0.25rem;
-      padding: 0.6rem 1.25rem;
-      max-width: 100%;
-    }
-    .hero-enterprise-divider { display: none; }
-    .hero-enterprise-email { font-size: 0.78rem; }
-    .hero-author {
-      flex-direction: column;
-      gap: 0.25rem;
-      padding: 0.6rem 1.25rem;
-      max-width: 100%;
-    }
-    .hero-author-divider { display: none; }
-    .hero-author-handle { font-size: 0.78rem; }
-  }
-
-  @media (max-width: 480px) {
-    .hero { padding: 4rem 1.25rem 2.25rem; }
    .hero-actions {
      flex-direction: column;
      gap: 0.75rem;
@@ -568,8 +423,7 @@ const discordUrl = 'https://discord.gg/pydat66RY';
      max-width: 320px;
    }
    .hero-cta,
-    .hero-demo,
-    .hero-discord {
+    .hero-demo {
      width: 100%;
      text-align: center;
      padding: 0.85rem 1.5rem;
@@ -577,8 +431,17 @@ const discordUrl = 'https://discord.gg/pydat66RY';
    }
    .hero-pillars { flex-direction: column; gap: 0.4rem; }
    .pillar-dot { display: none; }
-    .hero-subscribe { margin-top: 1.5rem; }
-    .hero-subscribe-toggle { font-size: 0.85rem; }
-    .hero-subscribe-frame iframe { height: 130px; }
+    .hero-company {
+      flex-direction: column;
+      gap: 0.25rem;
+      padding: 0.6rem 1.25rem;
+      max-width: 100%;
+    }
+    .hero-company-divider { display: none; }
+    .hero-company-site { font-size: 0.78rem; }
+  }
+
+  @media (max-width: 480px) {
+    .hero { padding: 4rem 1.25rem 2.25rem; }
  }
 </style>
@@ -13,7 +13,7 @@
          <span class="install-copy-label">Copy</span>
        </button>
      </div>
-      <pre id="install-snippet"><code><span class="cmd">/plugin marketplace add</span> Lum1104/Understand-Anything
+      <pre id="install-snippet"><code><span class="cmd">/plugin marketplace add</span> Egonex-AI/Understand-Anything
 <span class="cmd">/plugin install</span> understand-anything
 <span class="cmd">/understand</span></code></pre>
    </div>
@@ -1,5 +1,5 @@
 ---
-const githubUrl = 'https://github.com/Lum1104/Understand-Anything';
+const githubUrl = 'https://github.com/Egonex-AI/Understand-Anything';
 ---

 <nav class="nav" id="nav">
@@ -49,6 +49,7 @@ const githubUrl = 'https://github.com/Lum1104/Understand-Anything';
    display: flex;
    align-items: center;
    justify-content: space-between;
+    gap: 1rem;
  }

  .nav-logo {
@@ -56,6 +57,7 @@ const githubUrl = 'https://github.com/Lum1104/Understand-Anything';
    font-size: 1.25rem;
    color: var(--text);
    text-decoration: none;
+    min-width: 0;
  }

  .nav-logo:hover {
@@ -104,4 +106,16 @@ const githubUrl = 'https://github.com/Lum1104/Understand-Anything';
    .nav { padding: 0.75rem 1rem; }
    .nav-github span { display: none; }
  }
+
+  @media (max-width: 540px) {
+    .nav { padding: 0.75rem 1rem; }
+    .nav-logo { font-size: 1.05rem; }
+    .nav-links { gap: 0.85rem; }
+    .nav-github span { display: none; }
+    .nav-cta {
+      padding: 0.48rem 0.85rem;
+      font-size: 0.82rem;
+      white-space: nowrap;
+    }
+  }
 </style>
@@ -22,7 +22,7 @@ param(

 $ErrorActionPreference = 'Stop'

-$RepoUrl    = if ($env:UA_REPO_URL) { $env:UA_REPO_URL } else { 'https://github.com/Lum1104/Understand-Anything.git' }
+$RepoUrl    = if ($env:UA_REPO_URL) { $env:UA_REPO_URL } else { 'https://github.com/Egonex-AI/Understand-Anything.git' }
 $RepoDir    = if ($env:UA_DIR)      { $env:UA_DIR }      else { Join-Path $HOME '.understand-anything\repo' }
 $PluginLink = Join-Path $HOME '.understand-anything-plugin'

@@ -39,6 +39,7 @@ $Platforms = [ordered]@{
    cline       = @{ Target = (Join-Path $HOME '.cline\skills');              Style = 'folder' }
    kimi        = @{ Target = (Join-Path $HOME '.kimi\skills');               Style = 'folder' }
    trae        = @{ Target = (Join-Path $HOME '.trae\skills');               Style = 'per-skill' }
+    nanobot     = @{ Target = (Join-Path $HOME '.nanobot\workspace\skills');  Style = 'per-skill' }
 }

 function Show-Usage {
@@ -9,8 +9,8 @@
 #   ./install.sh --help
 #
 # Curl-pipe usage:
-#   curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash
-#   curl -fsSL https://raw.githubusercontent.com/Lum1104/Understand-Anything/main/install.sh | bash -s codex
+#   curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash
+#   curl -fsSL https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/main/install.sh | bash -s codex
 #
 # Environment:
 #   UA_REPO_URL  Override clone URL (default: official GitHub repo)
@@ -18,7 +18,7 @@

 set -euo pipefail

-REPO_URL="${UA_REPO_URL:-https://github.com/Lum1104/Understand-Anything.git}"
+REPO_URL="${UA_REPO_URL:-https://github.com/Egonex-AI/Understand-Anything.git}"
 REPO_DIR="${UA_DIR:-$HOME/.understand-anything/repo}"
 PLUGIN_LINK="$HOME/.understand-anything-plugin"

@@ -40,6 +40,7 @@ hermes|$HOME/.hermes/skills|folder
 cline|$HOME/.cline/skills|folder
 kimi|$HOME/.kimi/skills|folder
 trae|$HOME/.trae/skills|per-skill
+nanobot|$HOME/.nanobot/workspace/skills|per-skill
 kiro|$HOME/.kiro/skills|per-skill
 EOF
 }
@@ -2,6 +2,28 @@
  "name": "understand-anything",
  "private": true,
  "type": "module",
+  "description": "An open-source tool combining LLM intelligence + static analysis to produce interactive dashboards for understanding codebases.",
+  "license": "MIT",
+  "homepage": "https://github.com/Egonex-AI/Understand-Anything#readme",
+  "repository": {
+    "type": "git",
+    "url": "git+https://github.com/Egonex-AI/Understand-Anything.git"
+  },
+  "bugs": {
+    "url": "https://github.com/Egonex-AI/Understand-Anything/issues"
+  },
+  "keywords": [
+    "claude-code",
+    "codebase-analysis",
+    "knowledge-graph",
+    "tree-sitter",
+    "llm",
+    "static-analysis",
+    "developer-tools",
+    "code-understanding",
+    "code-onboarding",
+    "claude-plugin"
+  ],
  "main": ".opencode/plugins/understand-anything.js",
  "packageManager": "pnpm@10.6.2+sha512.47870716bea1572b53df34ad8647b42962bc790ce2bf4562ba0f643237d7302a3d6a8ecef9e4bdfc01d23af1969aa90485d4cebb0b9638fa5ef1daef656f6c1b",
  "scripts": {
@@ -57,6 +57,9 @@ importers:

  understand-anything-plugin/packages/core:
    dependencies:
+      '@tree-sitter-grammars/tree-sitter-kotlin':
+        specifier: 1.1.0
+        version: 1.1.0
      fuse.js:
        specifier: ^7.1.0
        version: 7.1.0
@@ -1120,6 +1123,14 @@ packages:
    peerDependencies:
      vite: ^5.2.0 || ^6 || ^7

+  '@tree-sitter-grammars/tree-sitter-kotlin@1.1.0':
+    resolution: {integrity: sha512-vlVXaxEE8t2kpJgfZpa8XVvxcnKw9AYtRTgy7KWjsDmAsadk06RxAT80IXOgGQnmM9i/orQn1nD84gPNUHu6DQ==}
+    peerDependencies:
+      tree-sitter: ^0.22.4
+    peerDependenciesMeta:
+      tree-sitter:
+        optional: true
+
  '@types/babel__core@7.20.5':
    resolution: {integrity: sha512-qoQprZvz5wQFJwMDqeseRXWv3rqMvhgpbXFfVyWhbx9X47POIA6i/+dXefEmZKoAgOaTdaIgNSMqMIU61yRyzA==}

@@ -2442,6 +2453,11 @@ packages:
    resolution: {integrity: sha512-6eZs5Ls3WtCisHWp9S2GUy8dqkpGi4BVSz3GaqiE6ezub0512ESztXUwUB6C6IKbQkY2Pnb/mD4WYojCRwcwLA==}
    engines: {node: '>=0.10.0'}

+  npm-check-updates@17.1.18:
+    resolution: {integrity: sha512-bkUy2g4v1i+3FeUf5fXMLbxmV95eG4/sS7lYE32GrUeVgQRfQEk39gpskksFunyaxQgTIdrvYbnuNbO/pSUSqw==}
+    engines: {node: ^18.18.0 || >=20.0.0, npm: '>=8.12.1'}
+    hasBin: true
+
  nth-check@2.1.1:
    resolution: {integrity: sha512-lqjrjmaOoAnWfMmBPL+XNnynZh2+swxiX3WUE0s4yEHI6m+AwrK2UZOimIRl3X/4QctVqS8AiZjFqyOGrMXb/w==}

@@ -4048,6 +4064,12 @@ snapshots:
      tailwindcss: 4.2.1
      vite: 6.4.2(@types/node@25.5.0)(jiti@2.6.1)(lightningcss@1.32.0)(yaml@2.8.3)

+  '@tree-sitter-grammars/tree-sitter-kotlin@1.1.0':
+    dependencies:
+      node-addon-api: 8.6.0
+      node-gyp-build: 4.8.4
+      npm-check-updates: 17.1.18
+
  '@types/babel__core@7.20.5':
    dependencies:
      '@babel/parser': 7.29.0
@@ -5760,6 +5782,8 @@ snapshots:

  normalize-path@3.0.0: {}

+  npm-check-updates@17.1.18: {}
+
  nth-check@2.1.1:
    dependencies:
      boolbase: 1.0.0
@@ -342,6 +342,150 @@ describe('extract-import-map.mjs — TypeScript / JavaScript resolver', () => {
    expect(result.status).toBe(0);
    expect(result.output.importMap['src/app.ts']).toContain('lib/thing.ts');
  });
+
+  // ── #294: NodeNext / ESM TypeScript `.js → .ts` rewrite ────────────────
+  //
+  // Under `moduleResolution: NodeNext`, TypeScript does NOT rewrite import
+  // specifiers during compilation — what you write in the .ts source is
+  // emitted verbatim. Because Node's ESM loader requires explicit file
+  // extensions at runtime, the TS source must already spell the import with
+  // the `.js` extension that will only be correct AFTER compilation:
+  //
+  //   import { x } from './config.js';   // on disk: config.ts
+  //
+  // Before the fix, every such import resolved to null, leaving ESM-TS
+  // projects with a near-edgeless knowledge graph.
+
+  it('resolves NodeNext .js → .ts relative imports (the main #294 case)', () => {
+    projectRoot = setupTree({
+      'src/index.ts': `import { resolveBackend } from './llm-backend-selector.js';\nimport { loadConfig } from './config.js';\n`,
+      'src/llm-backend-selector.ts': `export function resolveBackend() {}\n`,
+      'src/config.ts': `export function loadConfig() {}\n`,
+    });
+
+    const result = runScript(projectRoot, {
+      projectRoot,
+      files: [
+        { path: 'src/index.ts', language: 'typescript', fileCategory: 'code' },
+        { path: 'src/llm-backend-selector.ts', language: 'typescript', fileCategory: 'code' },
+        { path: 'src/config.ts', language: 'typescript', fileCategory: 'code' },
+      ],
+    });
+
+    expect(result.status).toBe(0);
+    expect(result.output.importMap['src/index.ts']).toEqual([
+      'src/config.ts',
+      'src/llm-backend-selector.ts',
+    ]);
+  });
+
+  it('resolves NodeNext .jsx → .tsx and .mjs → .mts rewrites', () => {
+    projectRoot = setupTree({
+      'src/index.ts': `import Comp from './Comp.jsx';\nimport { fn } from './worker.mjs';\n`,
+      'src/Comp.tsx': `export default function Comp() {}\n`,
+      'src/worker.mts': `export function fn() {}\n`,
+    });
+
+    const result = runScript(projectRoot, {
+      projectRoot,
+      files: [
+        { path: 'src/index.ts', language: 'typescript', fileCategory: 'code' },
+        { path: 'src/Comp.tsx', language: 'typescript', fileCategory: 'code' },
+        { path: 'src/worker.mts', language: 'typescript', fileCategory: 'code' },
+      ],
+    });
+
+    expect(result.status).toBe(0);
+    expect(result.output.importMap['src/index.ts']).toEqual([
+      'src/Comp.tsx',
+      'src/worker.mts',
+    ]);
+  });
+
+  it('resolves to the .js when both .ts and .js exist on disk', () => {
+    // Rare but possible during a partial migration: both `config.ts` and
+    // `config.js` exist. An `import './config.js'` is an exact-disk match
+    // and should resolve to that exact file — the NodeNext rewrite only
+    // kicks in when the .js *doesn't* exist on disk. We assert this to
+    // pin the disambiguation and avoid future regressions where the rewrite
+    // accidentally prefers `.ts` over an existing `.js`.
+    projectRoot = setupTree({
+      'src/index.ts': `import { x } from './config.js';\n`,
+      'src/config.ts': `export const x = 1;\n`,
+      'src/config.js': `export const x = 1;\n`,
+    });
+
+    const result = runScript(projectRoot, {
+      projectRoot,
+      files: [
+        { path: 'src/index.ts', language: 'typescript', fileCategory: 'code' },
+        { path: 'src/config.ts', language: 'typescript', fileCategory: 'code' },
+        { path: 'src/config.js', language: 'javascript', fileCategory: 'code' },
+      ],
+    });
+
+    expect(result.status).toBe(0);
+    expect(result.output.importMap['src/index.ts']).toEqual(['src/config.js']);
+  });
+
+  it('still resolves traditional .js → .js imports unchanged', () => {
+    // The rewrite must not break the case where `.js` IS the real file on
+    // disk (pure JavaScript projects, untyped libraries).
+    projectRoot = setupTree({
+      'src/index.js': `import { x } from './util.js';\n`,
+      'src/util.js': `export const x = 1;\n`,
+    });
+
+    const result = runScript(projectRoot, {
+      projectRoot,
+      files: [
+        { path: 'src/index.js', language: 'javascript', fileCategory: 'code' },
+        { path: 'src/util.js', language: 'javascript', fileCategory: 'code' },
+      ],
+    });
+
+    expect(result.status).toBe(0);
+    expect(result.output.importMap['src/index.js']).toEqual(['src/util.js']);
+  });
+
+  it('leaves the historical "no extension" probe behaviour intact', () => {
+    // An import like `./utils` (no extension) must still go through the
+    // append-extensions loop and resolve to `./utils.ts` — the new rewrite
+    // path is only triggered when the import already ends with a compiled
+    // extension.
+    projectRoot = setupTree({
+      'src/index.ts': `import { foo } from './utils';\n`,
+      'src/utils.ts': `export function foo() {}\n`,
+    });
+
+    const result = runScript(projectRoot, {
+      projectRoot,
+      files: [
+        { path: 'src/index.ts', language: 'typescript', fileCategory: 'code' },
+        { path: 'src/utils.ts', language: 'typescript', fileCategory: 'code' },
+      ],
+    });
+
+    expect(result.status).toBe(0);
+    expect(result.output.importMap['src/index.ts']).toEqual(['src/utils.ts']);
+  });
+
+  it('returns null (no resolution) for a .js import whose .ts source is missing', () => {
+    // The rewrite must NOT silently invent a target when neither the .js nor
+    // the .ts file exists. The old behaviour would also return null for this
+    // case — we're verifying the rewrite path doesn't regress it.
+    projectRoot = setupTree({
+      'src/index.ts': `import './completely-missing.js';\n`,
+    });
+
+    const result = runScript(projectRoot, {
+      projectRoot,
+      files: [{ path: 'src/index.ts', language: 'typescript', fileCategory: 'code' }],
+    });
+
+    expect(result.status).toBe(0);
+    expect(result.output.importMap['src/index.ts']).toEqual([]);
+  });
 });

 describe('extract-import-map.mjs — Python resolver', () => {
@@ -1597,3 +1741,55 @@ describe('extract-import-map.mjs — tree-sitter init graceful failure', () => {
    expect(result.output.stats.totalEdges).toBe(0);
  });
 });
+
+describe('extract-import-map.mjs — deterministic stderr ordering across loaders', () => {
+  let projectRoot;
+
+  afterEach(() => {
+    if (projectRoot) {
+      rmSync(projectRoot, { recursive: true, force: true });
+      projectRoot = null;
+    }
+  });
+
+  // Regression for the parallel-loader stderr-order bug surfaced in
+  // PR #346 review: tsconfig / go.mod / composer.json loaders now run
+  // concurrently, but warnings must still emit in the pre-PR canonical
+  // order (tsconfig → go → php). If the loaders streamed warnings
+  // mid-flight, I/O timing could reorder them — the assertions below
+  // catch that regression.
+  it('emits warnings in canonical order (tsconfig, go, php) regardless of I/O timing', () => {
+    projectRoot = setupTree({
+      'tsconfig.json': '{ "compilerOptions": { "baseUrl": ".", ', // unterminated
+      'composer.json': '{ "autoload": { "psr-4": { "App\\\\": "src/" }, ', // unterminated
+      'src/index.ts': `import { foo } from './foo';\n`,
+      'src/foo.ts': `export const foo = 1;\n`,
+      'src/Http/Controller.php':
+        `<?php\nnamespace App\\Http;\n\nuse App\\Models\\User;\n\nclass Controller { }\n`,
+      'src/Models/User.php':
+        `<?php\nnamespace App\\Models;\nclass User { }\n`,
+    });
+
+    const result = runScript(projectRoot, {
+      projectRoot,
+      files: [
+        { path: 'tsconfig.json', language: 'json', fileCategory: 'config' },
+        { path: 'composer.json', language: 'json', fileCategory: 'config' },
+        { path: 'src/index.ts', language: 'typescript', fileCategory: 'code' },
+        { path: 'src/foo.ts', language: 'typescript', fileCategory: 'code' },
+        { path: 'src/Http/Controller.php', language: 'php', fileCategory: 'code' },
+        { path: 'src/Models/User.php', language: 'php', fileCategory: 'code' },
+      ],
+    });
+
+    expect(result.status).toBe(0);
+    const tsLineIdx = result.stderr.indexOf('tsconfig.json at');
+    const composerLineIdx = result.stderr.indexOf('composer.json at');
+    expect(tsLineIdx).toBeGreaterThanOrEqual(0);
+    expect(composerLineIdx).toBeGreaterThanOrEqual(0);
+    // Canonical order: tsconfig warnings precede composer warnings.
+    // Pre-PR-346 this fell out of sequential loader passes; post-fix it
+    // falls out of buffering + ordered drain in buildResolutionContext.
+    expect(tsLineIdx).toBeLessThan(composerLineIdx);
+  });
+});
@@ -1,12 +1,12 @@
 {
  "name": "understand-anything",
  "description": "AI-powered codebase understanding — analyze, visualize, and explain any project",
-  "version": "2.7.5",
+  "version": "2.7.7",
  "author": {
-    "name": "Lum1104"
+    "name": "Egonex"
  },
-  "homepage": "https://github.com/Lum1104/Understand-Anything",
-  "repository": "https://github.com/Lum1104/Understand-Anything",
+  "homepage": "https://github.com/Egonex-AI/Understand-Anything",
+  "repository": "https://github.com/Egonex-AI/Understand-Anything",
  "license": "MIT",
  "keywords": [
    "codebase-analysis",
@@ -1,6 +1,6 @@
 {
  "name": "@understand-anything/skill",
-  "version": "2.7.5",
+  "version": "2.7.7",
  "type": "module",
  "main": "dist/index.js",
  "types": "dist/index.d.ts",
@@ -37,6 +37,7 @@
    "vitest": "^3.1.0"
  },
  "dependencies": {
+    "@tree-sitter-grammars/tree-sitter-kotlin": "1.1.0",
    "fuse.js": "^7.1.0",
    "ignore": "^7.0.5",
    "tree-sitter-c-sharp": "^0.23.1",
@@ -4,6 +4,10 @@ export const kotlinConfig = {
  id: "kotlin",
  displayName: "Kotlin",
  extensions: [".kt", ".kts"],
+  treeSitter: {
+    wasmPackage: "@tree-sitter-grammars/tree-sitter-kotlin",
+    wasmFile: "tree-sitter-kotlin.wasm",
+  },
  concepts: [
    "coroutines",
    "data classes",
@@ -0,0 +1,364 @@
+import { describe, it, expect, beforeAll } from "vitest";
+import { createRequire } from "node:module";
+import { KotlinExtractor } from "../kotlin-extractor.js";
+
+const require = createRequire(import.meta.url);
+
+let Parser: any;
+let Language: any;
+let kotlinLang: any;
+
+beforeAll(async () => {
+  const mod = await import("web-tree-sitter");
+  Parser = mod.Parser;
+  Language = mod.Language;
+  await Parser.init();
+  const wasmPath = require.resolve(
+    "@tree-sitter-grammars/tree-sitter-kotlin/tree-sitter-kotlin.wasm",
+  );
+  kotlinLang = await Language.load(wasmPath);
+});
+
+function parse(code: string) {
+  const parser = new Parser();
+  parser.setLanguage(kotlinLang);
+  const tree = parser.parse(code);
+  const root = tree.rootNode;
+  return { tree, parser, root };
+}
+
+describe("KotlinExtractor", () => {
+  const extractor = new KotlinExtractor();
+
+  it("has correct languageIds", () => {
+    expect(extractor.languageIds).toEqual(["kotlin"]);
+  });
+
+  describe("extractStructure - functions", () => {
+    it("extracts a simple top-level function with params and return type", () => {
+      const { tree, parser, root } = parse(`fun add(a: Int, b: Int): Int = a + b
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.functions).toHaveLength(1);
+      expect(result.functions[0].name).toBe("add");
+      expect(result.functions[0].params).toEqual(["a", "b"]);
+      expect(result.functions[0].returnType).toBe("Int");
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("extracts function with no params and no return type", () => {
+      const { tree, parser, root } = parse(`fun noop() {}
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.functions).toHaveLength(1);
+      expect(result.functions[0].name).toBe("noop");
+      expect(result.functions[0].params).toEqual([]);
+      expect(result.functions[0].returnType).toBeUndefined();
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("extracts suspending and generic functions", () => {
+      const { tree, parser, root } = parse(`suspend fun <T> fetch(id: String): T? {
+    return null
+}
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.functions).toHaveLength(1);
+      expect(result.functions[0].name).toBe("fetch");
+      expect(result.functions[0].params).toEqual(["id"]);
+      // Nullable type — Kotlin formats it as "T?"
+      expect(result.functions[0].returnType).toBe("T?");
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("extracts multiple top-level functions in declaration order", () => {
+      const { tree, parser, root } = parse(`fun one() {}
+fun two(x: Int): Int = x
+fun three(): String = ""
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.functions.map((f) => f.name)).toEqual([
+        "one",
+        "two",
+        "three",
+      ]);
+
+      tree.delete();
+      parser.delete();
+    });
+  });
+
+  describe("extractStructure - classes", () => {
+    it("extracts a class with primary-constructor val properties + methods", () => {
+      const { tree, parser, root } = parse(`class Foo(val bar: Int) {
+    val baz: String = "hi"
+    fun compute(): Int = bar * 2
+}
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.classes).toHaveLength(1);
+      expect(result.classes[0].name).toBe("Foo");
+      // Both the constructor val and the body val are properties
+      expect(result.classes[0].properties).toEqual(
+        expect.arrayContaining(["bar", "baz"]),
+      );
+      expect(result.classes[0].methods).toContain("compute");
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("extracts an empty class", () => {
+      const { tree, parser, root } = parse(`class Empty
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.classes).toHaveLength(1);
+      expect(result.classes[0].name).toBe("Empty");
+      expect(result.classes[0].methods).toEqual([]);
+      expect(result.classes[0].properties).toEqual([]);
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("extracts a data class and surfaces its constructor parameters as properties", () => {
+      const { tree, parser, root } = parse(`data class Point(val x: Double, val y: Double)
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.classes).toHaveLength(1);
+      expect(result.classes[0].name).toBe("Point");
+      expect(result.classes[0].properties).toEqual(["x", "y"]);
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("extracts class methods into functions[] as well as the class's methods[]", () => {
+      // Mirrors the Go/Swift extractor convention so the graph builder can
+      // create function nodes for class methods.
+      const { tree, parser, root } = parse(`class Foo {
+    fun bar(): Int = 1
+}
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.functions.map((f) => f.name)).toContain("bar");
+      expect(result.classes[0].methods).toContain("bar");
+
+      tree.delete();
+      parser.delete();
+    });
+  });
+
+  describe("extractStructure - interfaces", () => {
+    it("extracts an interface with method requirements as a class-like entry", () => {
+      const { tree, parser, root } = parse(`interface Greeter {
+    fun greet(name: String): String
+    fun farewell(): String
+}
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.classes).toHaveLength(1);
+      expect(result.classes[0].name).toBe("Greeter");
+      expect(result.classes[0].methods).toEqual(
+        expect.arrayContaining(["greet", "farewell"]),
+      );
+
+      tree.delete();
+      parser.delete();
+    });
+  });
+
+  describe("extractStructure - object declarations", () => {
+    it("extracts a singleton `object` with methods", () => {
+      const { tree, parser, root } = parse(`object Logger {
+    fun info(msg: String) {}
+    fun warn(msg: String) {}
+}
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.classes).toHaveLength(1);
+      expect(result.classes[0].name).toBe("Logger");
+      expect(result.classes[0].methods).toEqual(
+        expect.arrayContaining(["info", "warn"]),
+      );
+
+      tree.delete();
+      parser.delete();
+    });
+  });
+
+  describe("extractStructure - imports", () => {
+    it("extracts a simple dotted import", () => {
+      const { tree, parser, root } = parse(`import kotlin.io.println
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.imports).toHaveLength(1);
+      expect(result.imports[0].source).toBe("kotlin.io.println");
+      // The specifier is the final dotted segment
+      expect(result.imports[0].specifiers).toEqual(["println"]);
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("extracts a wildcard import", () => {
+      const { tree, parser, root } = parse(`import kotlinx.coroutines.*
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.imports).toHaveLength(1);
+      expect(result.imports[0].source).toBe("kotlinx.coroutines");
+      // Wildcard is preserved as the specifier so consumers can distinguish it
+      // from a regular dotted import of a specific symbol.
+      expect(result.imports[0].specifiers).toEqual(["*"]);
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("extracts an aliased import", () => {
+      const { tree, parser, root } = parse(`import com.example.foo.Bar as Baz
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.imports).toHaveLength(1);
+      expect(result.imports[0].source).toBe("com.example.foo.Bar");
+      // The alias is the user-visible name in this file
+      expect(result.imports[0].specifiers).toEqual(["Baz"]);
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("extracts multiple imports in declaration order", () => {
+      const { tree, parser, root } = parse(`package com.example.app
+
+import kotlinx.coroutines.flow.Flow
+import kotlin.io.println
+import kotlinx.coroutines.*
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.imports).toHaveLength(3);
+      expect(result.imports[0].source).toBe("kotlinx.coroutines.flow.Flow");
+      expect(result.imports[1].source).toBe("kotlin.io.println");
+      expect(result.imports[2].source).toBe("kotlinx.coroutines");
+
+      tree.delete();
+      parser.delete();
+    });
+  });
+
+  describe("extractStructure - exports / visibility", () => {
+    it("treats no-modifier declarations as exported (Kotlin default is public)", () => {
+      const { tree, parser, root } = parse(`fun greet() {}
+class Greeter {}
+`);
+      const result = extractor.extractStructure(root);
+
+      const exportNames = result.exports.map((e) => e.name);
+      expect(exportNames).toEqual(expect.arrayContaining(["greet", "Greeter"]));
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("treats public/internal/protected as exported", () => {
+      const { tree, parser, root } = parse(`public fun a() {}
+internal class B {}
+`);
+      const result = extractor.extractStructure(root);
+
+      const exportNames = result.exports.map((e) => e.name);
+      expect(exportNames).toEqual(expect.arrayContaining(["a", "B"]));
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("does NOT treat private declarations as exported", () => {
+      const { tree, parser, root } = parse(`private fun helper() {}
+private class Internal {}
+`);
+      const result = extractor.extractStructure(root);
+
+      const exportNames = result.exports.map((e) => e.name);
+      expect(exportNames).not.toContain("helper");
+      expect(exportNames).not.toContain("Internal");
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("exports an object declaration by default", () => {
+      const { tree, parser, root } = parse(`object Logger {}
+`);
+      const result = extractor.extractStructure(root);
+
+      expect(result.exports.map((e) => e.name)).toContain("Logger");
+
+      tree.delete();
+      parser.delete();
+    });
+  });
+
+  describe("extractCallGraph", () => {
+    it("extracts a call from one function to another", () => {
+      const { tree, parser, root } = parse(`fun helper(): Int = 1
+
+fun caller(): Int {
+    return helper()
+}
+`);
+      const entries = extractor.extractCallGraph(root);
+
+      const helperCall = entries.find((e) => e.callee === "helper");
+      expect(helperCall).toBeDefined();
+      expect(helperCall!.caller).toBe("caller");
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("extracts method calls (x.foo()) and attributes them to the enclosing function", () => {
+      const { tree, parser, root } = parse(`fun run() {
+    val s = "hi".uppercase()
+}
+`);
+      const entries = extractor.extractCallGraph(root);
+
+      const callees = entries.map((e) => e.callee);
+      expect(callees).toContain("uppercase");
+
+      tree.delete();
+      parser.delete();
+    });
+
+    it("returns an empty array when there are no calls", () => {
+      const { tree, parser, root } = parse(`fun a(): Int = 1
+`);
+      const entries = extractor.extractCallGraph(root);
+      expect(entries).toEqual([]);
+
+      tree.delete();
+      parser.delete();
+    });
+  });
+});
@@ -9,6 +9,7 @@ export { RubyExtractor } from "./ruby-extractor.js";
 export { PhpExtractor } from "./php-extractor.js";
 export { CppExtractor } from "./cpp-extractor.js";
 export { CSharpExtractor } from "./csharp-extractor.js";
+export { KotlinExtractor } from "./kotlin-extractor.js";

 import type { LanguageExtractor } from "./types.js";
 import { TypeScriptExtractor } from "./typescript-extractor.js";
@@ -20,6 +21,7 @@ import { RubyExtractor } from "./ruby-extractor.js";
 import { PhpExtractor } from "./php-extractor.js";
 import { CppExtractor } from "./cpp-extractor.js";
 import { CSharpExtractor } from "./csharp-extractor.js";
+import { KotlinExtractor } from "./kotlin-extractor.js";

 export const builtinExtractors: LanguageExtractor[] = [
  new TypeScriptExtractor(),
@@ -31,4 +33,5 @@ export const builtinExtractors: LanguageExtractor[] = [
  new PhpExtractor(),
  new CppExtractor(),
  new CSharpExtractor(),
+  new KotlinExtractor(),
 ];
@@ -0,0 +1,425 @@
+import type { StructuralAnalysis, CallGraphEntry } from "../../types.js";
+import type { LanguageExtractor, TreeSitterNode } from "./types.js";
+import { findChild, findChildren } from "./base-extractor.js";
+
+/**
+ * Extract the visibility keyword text (e.g., "public", "private") from a
+ * declaration's `modifiers` child, or return null when no modifier is present.
+ *
+ * Kotlin's default visibility is `public`, so a `null` result means the
+ * declaration IS exported — callers must treat absence as exported, not the
+ * other way around.
+ */
+function extractVisibility(declNode: TreeSitterNode): string | null {
+  const modifiers = findChild(declNode, "modifiers");
+  if (!modifiers) return null;
+  const visibility = findChild(modifiers, "visibility_modifier");
+  if (!visibility) return null;
+  return visibility.text;
+}
+
+/**
+ * Whether a Kotlin declaration is visible to other files.
+ *
+ * Default visibility in Kotlin is `public`, so a declaration with NO
+ * modifier counts as exported. Only an explicit `private` opts out.
+ * `internal` and `protected` remain exported in the project-graph sense
+ * because they are still resolvable from other files (within the module
+ * or via inheritance respectively).
+ */
+function isExported(declNode: TreeSitterNode): boolean {
+  const visibility = extractVisibility(declNode);
+  return visibility === null || visibility !== "private";
+}
+
+/**
+ * Get the identifier-text name of a Kotlin declaration. Works for
+ * function_declaration / class_declaration / object_declaration / interface
+ * — all carry the name as the first `identifier` child after the keyword.
+ */
+function extractDeclarationName(declNode: TreeSitterNode): string | null {
+  for (let i = 0; i < declNode.childCount; i++) {
+    const child = declNode.child(i);
+    if (child && child.type === "identifier") return child.text;
+  }
+  return null;
+}
+
+/**
+ * Extract parameter names from a `function_value_parameters` node. Each
+ * `parameter` child carries a leading `identifier` for the parameter name;
+ * the optional trailing `: <type>` annotation is ignored.
+ */
+function extractParams(declNode: TreeSitterNode): string[] {
+  const params: string[] = [];
+  const valueParams = findChild(declNode, "function_value_parameters");
+  if (!valueParams) return params;
+  for (const param of findChildren(valueParams, "parameter")) {
+    // The first `identifier` inside a parameter is its name.
+    const id = findChild(param, "identifier");
+    if (id) params.push(id.text);
+  }
+  return params;
+}
+
+/**
+ * Extract the return type text from a `function_declaration` by looking for
+ * the `:` separator and taking the next named child, which is the type node.
+ * Returns undefined for `Unit`-returning functions (no annotation present).
+ */
+function extractReturnType(declNode: TreeSitterNode): string | undefined {
+  // function_value_parameters comes before the optional `: <type>` block;
+  // walk children from after the parameters to find `:` followed by a type.
+  let sawParams = false;
+  for (let i = 0; i < declNode.childCount; i++) {
+    const child = declNode.child(i);
+    if (!child) continue;
+    if (child.type === "function_value_parameters") {
+      sawParams = true;
+      continue;
+    }
+    if (sawParams && child.type === ":") {
+      // The next named sibling is the type
+      for (let j = i + 1; j < declNode.childCount; j++) {
+        const next = declNode.child(j);
+        if (next && next.isNamed) return next.text;
+      }
+    }
+  }
+  return undefined;
+}
+
+/**
+ * Walk a `class_body` and collect functions + properties. Function entries
+ * are added to both the class's `methods` array and the top-level
+ * `functions` array (matching the GoExtractor / SwiftExtractor convention).
+ */
+function collectClassBody(
+  body: TreeSitterNode,
+  methods: string[],
+  properties: string[],
+  functions: StructuralAnalysis["functions"],
+  exports: StructuralAnalysis["exports"],
+): void {
+  for (let i = 0; i < body.childCount; i++) {
+    const member = body.child(i);
+    if (!member) continue;
+
+    if (member.type === "function_declaration") {
+      const name = extractDeclarationName(member);
+      if (!name) continue;
+      methods.push(name);
+      functions.push({
+        name,
+        lineRange: [member.startPosition.row + 1, member.endPosition.row + 1],
+        params: extractParams(member),
+        returnType: extractReturnType(member),
+      });
+      if (isExported(member)) {
+        exports.push({ name, lineNumber: member.startPosition.row + 1 });
+      }
+    } else if (member.type === "property_declaration") {
+      const name = extractPropertyName(member);
+      if (name) properties.push(name);
+      if (name && isExported(member)) {
+        exports.push({ name, lineNumber: member.startPosition.row + 1 });
+      }
+    } else if (member.type === "object_declaration") {
+      // Nested companion-object / object members are surfaced as a single
+      // synthetic property pointing at the inner object's name — enough for
+      // the graph builder to keep the relationship without exploding scope.
+      const name = extractDeclarationName(member);
+      if (name) properties.push(name);
+    }
+  }
+}
+
+/**
+ * Extract the property name from a `property_declaration`. The name lives
+ * inside the `variable_declaration` child as its `identifier`.
+ */
+function extractPropertyName(propNode: TreeSitterNode): string | null {
+  const varDecl = findChild(propNode, "variable_declaration");
+  if (!varDecl) return null;
+  const id = findChild(varDecl, "identifier");
+  return id ? id.text : null;
+}
+
+/**
+ * Walk a `primary_constructor`'s `class_parameters` and surface every
+ * `val` / `var` parameter as a class property. Plain `parameter` entries
+ * (no val/var keyword) are constructor-only and are NOT properties — they
+ * vanish after the constructor returns.
+ */
+function collectPrimaryConstructorProperties(
+  declNode: TreeSitterNode,
+  properties: string[],
+): void {
+  const primary = findChild(declNode, "primary_constructor");
+  if (!primary) return;
+  const params = findChild(primary, "class_parameters");
+  if (!params) return;
+  for (const param of findChildren(params, "class_parameter")) {
+    // A class_parameter that starts with `val` or `var` is a property.
+    let isProperty = false;
+    for (let i = 0; i < param.childCount; i++) {
+      const child = param.child(i);
+      if (child && (child.type === "val" || child.type === "var")) {
+        isProperty = true;
+        break;
+      }
+    }
+    if (!isProperty) continue;
+    const id = findChild(param, "identifier");
+    if (id) properties.push(id.text);
+  }
+}
+
+/**
+ * Kotlin extractor for tree-sitter structural analysis and call graph
+ * extraction. Maps Kotlin's class / interface / object / data-class
+ * declarations to the project's shared `StructuralAnalysis.classes` array.
+ */
+export class KotlinExtractor implements LanguageExtractor {
+  readonly languageIds = ["kotlin"];
+
+  extractStructure(rootNode: TreeSitterNode): StructuralAnalysis {
+    const functions: StructuralAnalysis["functions"] = [];
+    const classes: StructuralAnalysis["classes"] = [];
+    const imports: StructuralAnalysis["imports"] = [];
+    const exports: StructuralAnalysis["exports"] = [];
+
+    for (let i = 0; i < rootNode.childCount; i++) {
+      const node = rootNode.child(i);
+      if (!node) continue;
+
+      switch (node.type) {
+        case "package_header":
+          // Package is metadata about this file, not a graph member. Skip.
+          break;
+
+        case "import":
+          this.extractImport(node, imports);
+          break;
+
+        case "function_declaration":
+          this.extractTopLevelFunction(node, functions, exports);
+          break;
+
+        case "class_declaration":
+          this.extractClassDeclaration(node, classes, functions, exports);
+          break;
+
+        case "object_declaration":
+          this.extractObjectDeclaration(node, classes, functions, exports);
+          break;
+      }
+    }
+
+    return { functions, classes, imports, exports };
+  }
+
+  extractCallGraph(rootNode: TreeSitterNode): CallGraphEntry[] {
+    const entries: CallGraphEntry[] = [];
+    const functionStack: string[] = [];
+
+    const walk = (node: TreeSitterNode) => {
+      let pushed = false;
+
+      if (node.type === "function_declaration") {
+        const name = extractDeclarationName(node);
+        if (name) {
+          functionStack.push(name);
+          pushed = true;
+        }
+      }
+
+      if (node.type === "call_expression" && functionStack.length > 0) {
+        const callee = this.extractCalleeName(node);
+        if (callee) {
+          entries.push({
+            caller: functionStack[functionStack.length - 1],
+            callee,
+            lineNumber: node.startPosition.row + 1,
+          });
+        }
+      }
+
+      for (let i = 0; i < node.childCount; i++) {
+        const child = node.child(i);
+        if (child) walk(child);
+      }
+
+      if (pushed) functionStack.pop();
+    };
+
+    walk(rootNode);
+    return entries;
+  }
+
+  // ---- Private helpers ----
+
+  private extractTopLevelFunction(
+    declNode: TreeSitterNode,
+    functions: StructuralAnalysis["functions"],
+    exports: StructuralAnalysis["exports"],
+  ): void {
+    const name = extractDeclarationName(declNode);
+    if (!name) return;
+    functions.push({
+      name,
+      lineRange: [declNode.startPosition.row + 1, declNode.endPosition.row + 1],
+      params: extractParams(declNode),
+      returnType: extractReturnType(declNode),
+    });
+    if (isExported(declNode)) {
+      exports.push({ name, lineNumber: declNode.startPosition.row + 1 });
+    }
+  }
+
+  private extractClassDeclaration(
+    declNode: TreeSitterNode,
+    classes: StructuralAnalysis["classes"],
+    functions: StructuralAnalysis["functions"],
+    exports: StructuralAnalysis["exports"],
+  ): void {
+    const name = extractDeclarationName(declNode);
+    if (!name) return;
+
+    const properties: string[] = [];
+    const methods: string[] = [];
+
+    // 1. Primary-constructor `val`/`var` parameters become properties.
+    collectPrimaryConstructorProperties(declNode, properties);
+
+    // 2. Body members (if any). Some Kotlin declarations have no body
+    //    (e.g. `class Empty` or `data class Point(...)` without `{}`).
+    const body = findChild(declNode, "class_body");
+    if (body) {
+      collectClassBody(body, methods, properties, functions, exports);
+    }
+
+    classes.push({
+      name,
+      lineRange: [declNode.startPosition.row + 1, declNode.endPosition.row + 1],
+      methods,
+      properties,
+    });
+
+    if (isExported(declNode)) {
+      exports.push({ name, lineNumber: declNode.startPosition.row + 1 });
+    }
+  }
+
+  private extractObjectDeclaration(
+    declNode: TreeSitterNode,
+    classes: StructuralAnalysis["classes"],
+    functions: StructuralAnalysis["functions"],
+    exports: StructuralAnalysis["exports"],
+  ): void {
+    const name = extractDeclarationName(declNode);
+    if (!name) return;
+
+    const properties: string[] = [];
+    const methods: string[] = [];
+
+    const body = findChild(declNode, "class_body");
+    if (body) {
+      collectClassBody(body, methods, properties, functions, exports);
+    }
+
+    classes.push({
+      name,
+      lineRange: [declNode.startPosition.row + 1, declNode.endPosition.row + 1],
+      methods,
+      properties,
+    });
+
+    if (isExported(declNode)) {
+      exports.push({ name, lineNumber: declNode.startPosition.row + 1 });
+    }
+  }
+
+  /**
+   * Extract a Kotlin import.
+   *
+   * The grammar gives us a single `qualified_identifier` child holding the
+   * dotted module path. Three trailing variants must be distinguished:
+   *
+   * - `import foo.bar.Baz`            → source="foo.bar.Baz", specifier="Baz"
+   * - `import foo.bar.*`              → source="foo.bar",     specifier="*"
+   * - `import foo.bar.Baz as Quux`    → source="foo.bar.Baz", specifier="Quux"
+   *
+   * The grammar represents the wildcard as a trailing `*` token AFTER the
+   * qualified_identifier (which holds the dotted prefix). The alias
+   * appears as `as` + a top-level `identifier` sibling.
+   */
+  private extractImport(
+    declNode: TreeSitterNode,
+    imports: StructuralAnalysis["imports"],
+  ): void {
+    const qualified = findChild(declNode, "qualified_identifier");
+    if (!qualified) return;
+
+    const parts: string[] = [];
+    for (const id of findChildren(qualified, "identifier")) {
+      parts.push(id.text);
+    }
+    if (parts.length === 0) return;
+
+    const source = parts.join(".");
+
+    // Look for a sibling `*` (wildcard) or an `as` keyword + identifier
+    // after the qualified_identifier.
+    let specifier = parts[parts.length - 1];
+    let sawWildcardStar = false;
+    let sawAs = false;
+    for (let i = 0; i < declNode.childCount; i++) {
+      const child = declNode.child(i);
+      if (!child) continue;
+      if (child.type === "*") sawWildcardStar = true;
+      if (child.type === "as") sawAs = true;
+      else if (sawAs && child.type === "identifier") {
+        specifier = child.text;
+        sawAs = false;
+      }
+    }
+    if (sawWildcardStar) specifier = "*";
+
+    imports.push({
+      source,
+      specifiers: [specifier],
+      lineNumber: declNode.startPosition.row + 1,
+    });
+  }
+
+  /**
+   * Extract the callee name from a Kotlin `call_expression`. Two shapes:
+   *
+   *   foo(...)              → first child is `identifier "foo"`
+   *   target.method(...)    → first child is `navigation_expression` whose
+   *                           last `navigation_suffix > identifier` is the
+   *                           method name
+   */
+  private extractCalleeName(callNode: TreeSitterNode): string | null {
+    const first = callNode.child(0);
+    if (!first) return null;
+
+    if (first.type === "identifier") return first.text;
+
+    if (first.type === "navigation_expression") {
+      // The Kotlin grammar flattens navigation: `x.foo` is
+      //   navigation_expression { x, ".", identifier "foo" }
+      // The method name is the LAST `identifier` child of the navigation.
+      let lastIdentifier: string | null = null;
+      for (let i = 0; i < first.childCount; i++) {
+        const child = first.child(i);
+        if (child && child.type === "identifier") {
+          lastIdentifier = child.text;
+        }
+      }
+      return lastIdentifier;
+    }
+    return null;
+  }
+}
@@ -58,6 +58,8 @@ function dataUrl(fileName: string, token: string | null): string {
    };
    const url = envMap[fileName];
    if (url) return url;
+    const base = import.meta.env.BASE_URL || "/";
+    return `${base.endsWith("/") ? base : `${base}/`}${fileName}`;
  }
  const path = `/${fileName}`;
  return token ? `${path}?token=${encodeURIComponent(token)}` : path;
@@ -13,7 +13,7 @@ function buildCopyText(issues: GraphIssue[]): string {
  const lines = hasFatal
    ? [
        "Some of these issues look like dashboard rendering bugs.",
-        "Please file an issue at github.com/Lum1104/Understand-Anything/issues with the text below.",
+        "Please file an issue at github.com/Egonex-AI/Understand-Anything/issues with the text below.",
        "",
      ]
    : [
@@ -129,6 +129,10 @@ Determine whether to run a full analysis or incremental update.
   mkdir -p $PROJECT_ROOT/.understand-anything/intermediate
   mkdir -p $PROJECT_ROOT/.understand-anything/tmp
   ```
+3.1. **Purge stale trash dirs.** Phase 7 cleanup `mv`s scratch dirs into `.trash-<timestamp>/` rather than `rm -rf`ing them directly (see issue #301), so that destructive-action gates on hardened hosts don't trip on just-created paths. Reclaim the space here once the trash is older than 7 days — by this point any freshness-window check has long since stopped caring about those dirs:
+   ```bash
+   find $PROJECT_ROOT/.understand-anything/ -maxdepth 1 -type d -name '.trash-*' -mtime +7 -exec rm -rf {} + 2>/dev/null || true
+   ```
 3.5. **Auto-update configuration:**
    - If `--auto-update` is in `$ARGUMENTS`: write `{"autoUpdate": true}` to `$PROJECT_ROOT/.understand-anything/config.json`
    - If `--no-auto-update` is in `$ARGUMENTS`: write `{"autoUpdate": false}` to `$PROJECT_ROOT/.understand-anything/config.json`
@@ -140,8 +144,10 @@ Determine whether to run a full analysis or incremental update.
      - `chinese` → `zh`, `japanese` → `ja`, `korean` → `ko`, `english` → `en`, `spanish` → `es`, `french` → `fr`, `german` → `de`, `portuguese` → `pt`, `russian` → `ru`, `arabic` → `ar`, etc.
      - Locale variants: `zh-TW`, `zh-HK`, `zh-CN`, `pt-BR`, etc. are preserved as-is.
    - If `--language` is NOT specified:
-      - Check `$PROJECT_ROOT/.understand-anything/config.json` for an existing `outputLanguage` field. If present, use that.
-      - If no stored preference, default to `en` (English).
+      - **Stored preference wins.** If `$PROJECT_ROOT/.understand-anything/config.json` has an `outputLanguage` field, set `$OUTPUT_LANGUAGE` to it and skip the rest.
+      - **Otherwise detect (first run only).** Infer the predominant language of the user's conversation as an ISO 639-1 code (`$DETECTED_LANG`). If it is `en` or cannot be confidently determined, set `$OUTPUT_LANGUAGE=en` and proceed silently — no prompt (English users see no change).
+      - **If `$DETECTED_LANG` ≠ `en`, confirm once before analyzing:** tell the user you detected `<language>` and ask whether to generate all content in it; they press Enter/"yes" to accept, or type another language code/name to override (normalize via the friendly-name map above). If running non-interactively (no reply possible), skip the wait, use `$DETECTED_LANG`, and print a one-line notice instead of blocking.
+      - **Persist** the resolved `$OUTPUT_LANGUAGE` (including `en`) into `config.json` so it never re-prompts for this project.
    - If `--language` IS specified:
      - Update `$PROJECT_ROOT/.understand-anything/config.json` with the new language: merge `{"outputLanguage": "<lang>"}` into existing config.
      - Store as `$OUTPUT_LANGUAGE` for use throughout all phases.
@@ -770,17 +776,20 @@ Report to the user: `[Phase 7/7] Saving knowledge graph...`
   }
   ```

-4. Clean up intermediate files, **preserving `scan-result.json`** so future incremental runs can skip Phase 1 SCAN (see issue #293):
+4. Clean up intermediate files, **preserving `scan-result.json`** so future incremental runs can skip Phase 1 SCAN (see issue #293). We `mv` scratch dirs into a timestamped `.trash-*` instead of `rm -rf`ing them directly — this avoids tripping destructive-action gates on hardened hosts (e.g. freshness-window checks) that flag deleting directories created moments earlier (see issue #301). The delayed-purge step in Phase 0 reclaims the space once the trash is older than 7 days.
   ```bash
   # Preserve scan-result.json — Phase 1's deterministic file inventory.
   # Future incremental runs (Phase 2 compute-batches.mjs --changed-files=…)
   # need this inventory; without it, Phase 1 must re-dispatch and pay ~157k
   # tokens / ~158s per incremental run.
+   TRASH="$PROJECT_ROOT/.understand-anything/.trash-$(date +%s)"
+   mkdir -p "$TRASH"
   INTER="$PROJECT_ROOT/.understand-anything/intermediate"
   if [ -d "$INTER" ]; then
-     find "$INTER" -mindepth 1 -maxdepth 1 -not -name 'scan-result.json' -exec rm -rf {} +
+     # Move every entry except scan-result.json into the trash dir.
+     find "$INTER" -mindepth 1 -maxdepth 1 -not -name 'scan-result.json' -exec mv {} "$TRASH/" \; 2>/dev/null || true
   fi
-   rm -rf $PROJECT_ROOT/.understand-anything/tmp
+   mv "$PROJECT_ROOT/.understand-anything/tmp" "$TRASH/" 2>/dev/null || true
   ```

 5. Report a summary to the user containing:
@@ -13,10 +13,19 @@
 */

 import { readFileSync, writeFileSync, existsSync, realpathSync } from 'node:fs';
+import { readFile } from 'node:fs/promises';
 import { dirname, join, resolve } from 'node:path';
 import { fileURLToPath, pathToFileURL } from 'node:url';
 import { createRequire } from 'node:module';

+/**
+ * Chunk size for parallel file I/O. Bounded so a 15k-file repo doesn't try
+ * to open every descriptor at once (would hit `EMFILE`) while still keeping
+ * libuv's worker-thread pool saturated. Empirically chosen to keep memory
+ * around tens of MB even when the average file is ~10 KB.
+ */
+const IO_PARALLELISM = 64;
+
 const __filename = fileURLToPath(import.meta.url);
 const PLUGIN_ROOT = resolve(dirname(__filename), '../..');
 const require = createRequire(resolve(PLUGIN_ROOT, 'package.json'));
@@ -57,31 +66,55 @@ async function extractExports(projectRoot, codeFiles) {
  }

  const exportsByPath = new Map();
-  for (const file of codeFiles) {
-    const abs = join(projectRoot, file.path);
-    let content;
-    try {
-      content = readFileSync(abs, 'utf-8');
-    } catch (err) {
-      process.stderr.write(
-        `Warning: compute-batches: exports extraction failed for ${file.path} ` +
-        `(read error: ${err.message}) — symbols=[] in neighborMap — ` +
-        `cross-batch edges to this file limited to file-level\n`,
-      );
-      exportsByPath.set(file.path, []);
-      continue;
-    }
-    try {
-      const analysis = registry.analyzeFile(file.path, content);
-      const names = (analysis?.exports || []).map(e => e.name).filter(Boolean);
-      exportsByPath.set(file.path, names);
-    } catch (err) {
-      process.stderr.write(
-        `Warning: compute-batches: exports extraction failed for ${file.path} ` +
-        `(analyze error: ${err.message}) — symbols=[] in neighborMap — ` +
-        `cross-batch edges to this file limited to file-level\n`,
-      );
-      exportsByPath.set(file.path, []);
+
+  // I/O is parallelised in bounded chunks (libuv worker threads handle the
+  // disk reads concurrently) while the actual tree-sitter parse stays on
+  // the main thread, since web-tree-sitter is single-threaded WASM. For a
+  // 15k-file iOS repo (#226), the sequential `readFileSync` loop dominated;
+  // letting reads pipeline drops wall time roughly proportional to the
+  // share of the loop spent waiting on disk.
+  for (let start = 0; start < codeFiles.length; start += IO_PARALLELISM) {
+    const slice = codeFiles.slice(start, start + IO_PARALLELISM);
+
+    // Read every file in the slice concurrently. Errors per file are
+    // captured in-place so a single bad file does not abort the chunk.
+    const reads = await Promise.all(
+      slice.map(async (file) => {
+        const abs = join(projectRoot, file.path);
+        try {
+          const content = await readFile(abs, 'utf-8');
+          return { file, content, readError: null };
+        } catch (err) {
+          return { file, content: null, readError: err };
+        }
+      }),
+    );
+
+    // Serialise the CPU-bound tree-sitter work and the stderr warning emits
+    // so log order remains identical to the previous sequential loop. This
+    // also keeps existing fixture-comparison tests stable.
+    for (const { file, content, readError } of reads) {
+      if (readError) {
+        process.stderr.write(
+          `Warning: compute-batches: exports extraction failed for ${file.path} ` +
+          `(read error: ${readError.message}) — symbols=[] in neighborMap — ` +
+          `cross-batch edges to this file limited to file-level\n`,
+        );
+        exportsByPath.set(file.path, []);
+        continue;
+      }
+      try {
+        const analysis = registry.analyzeFile(file.path, content);
+        const names = (analysis?.exports || []).map(e => e.name).filter(Boolean);
+        exportsByPath.set(file.path, names);
+      } catch (err) {
+        process.stderr.write(
+          `Warning: compute-batches: exports extraction failed for ${file.path} ` +
+          `(analyze error: ${err.message}) — symbols=[] in neighborMap — ` +
+          `cross-batch edges to this file limited to file-level\n`,
+        );
+        exportsByPath.set(file.path, []);
+      }
    }
  }
  return exportsByPath;
@@ -37,6 +37,29 @@ import { createRequire } from 'node:module';
 import { dirname, resolve, join, posix } from 'node:path';
 import { fileURLToPath, pathToFileURL } from 'node:url';
 import { existsSync, readFileSync, realpathSync, writeFileSync } from 'node:fs';
+import { readFile } from 'node:fs/promises';
+
+/**
+ * Read a list of files concurrently while preserving result order. Failures
+ * are returned in-place as `{ raw: null, err }` so callers can emit the same
+ * per-file warnings they did under the previous sequential `readFileSync`
+ * loops.
+ *
+ * `paths` is a list of `{ key, absPath }` pairs; `key` is whatever the caller
+ * wants to attach the result to (typically a project-relative POSIX path).
+ */
+async function readFilesParallel(paths) {
+  return Promise.all(
+    paths.map(async ({ key, absPath }) => {
+      try {
+        const raw = await readFile(absPath, 'utf-8');
+        return { key, raw, err: null };
+      } catch (err) {
+        return { key, raw: null, err };
+      }
+    }),
+  );
+}

 const __dirname = dirname(fileURLToPath(import.meta.url));
 // skills/understand/ -> plugin root is two dirs up
@@ -180,20 +203,26 @@ function parseTsConfigText(raw) {
 *      where the stripper damaged a string literal containing `//`.
 *   3. If both fail, warn and skip — that tsconfig contributes no aliases.
 */
-function loadTsConfigs(projectRoot, files) {
+async function loadTsConfigs(projectRoot, files) {
  const out = new Map();
+  const warnings = [];
+  // Collect the candidate paths in the original file order before reading,
+  // so warning emit order matches the previous sequential implementation.
+  const candidates = [];
  for (const f of files) {
    const p = toPosix(f.path);
    const base = p.includes('/') ? p.slice(p.lastIndexOf('/') + 1) : p;
    if (base !== 'tsconfig.json') continue;
    const absPath = join(projectRoot, p);
    if (!existsSync(absPath)) continue;
-    let raw;
-    try {
-      raw = readFileSync(absPath, 'utf-8');
-    } catch (err) {
-      process.stderr.write(
-        `Warning: extract-import-map: tsconfig.json at ${absPath} failed ` +
+    candidates.push({ key: p, absPath });
+  }
+  const reads = await readFilesParallel(candidates);
+  for (const { key: p, raw, err } of reads) {
+    if (err) {
+      // absPath isn't carried through the helper return shape; reconstruct it.
+      warnings.push(
+        `Warning: extract-import-map: tsconfig.json at ${join(projectRoot, p)} failed ` +
        `to read (${err.message}) — path aliases from this config will ` +
        `not be applied — relative imports unaffected\n`,
      );
@@ -201,8 +230,8 @@ function loadTsConfigs(projectRoot, files) {
    }
    const parsed = parseTsConfigText(raw);
    if (!parsed) {
-      process.stderr.write(
-        `Warning: extract-import-map: tsconfig.json at ${absPath} failed ` +
+      warnings.push(
+        `Warning: extract-import-map: tsconfig.json at ${join(projectRoot, p)} failed ` +
        `to parse — path aliases from this config will not be applied ` +
        `— relative imports unaffected\n`,
      );
@@ -210,7 +239,7 @@ function loadTsConfigs(projectRoot, files) {
    }
    out.set(dirOf(p), parsed);
  }
-  return out;
+  return { configs: out, warnings };
 }

 /**
@@ -237,20 +266,26 @@ function loadTsConfigs(projectRoot, files) {
 * The resolver uses each module's prefix to translate
 * `import "github.com/foo/bar/x"` into the project-internal `x/<file>.go`.
 */
-function loadGoModules(projectRoot, files) {
+async function loadGoModules(projectRoot, files) {
  const out = new Map();
+  // loadGoModules currently emits no warnings (read failures are silently
+  // skipped — per-file resolvers surface "no ancestor go.mod" later), but
+  // the `{ data, warnings }` shape matches loadTsConfigs / loadPhpAutoloads
+  // so the concurrent caller in buildResolutionContext can drain them
+  // uniformly in canonical order.
+  const warnings = [];
+  const candidates = [];
  for (const f of files) {
    const p = toPosix(f.path);
    const base = p.includes('/') ? p.slice(p.lastIndexOf('/') + 1) : p;
    if (base !== 'go.mod') continue;
    const absPath = join(projectRoot, p);
    if (!existsSync(absPath)) continue;
-    let raw;
-    try {
-      raw = readFileSync(absPath, 'utf-8');
-    } catch {
-      continue;
-    }
+    candidates.push({ key: p, absPath });
+  }
+  const reads = await readFilesParallel(candidates);
+  for (const { key: p, raw, err } of reads) {
+    if (err) continue;
    let moduleName = '';
    for (const line of raw.split(/\r?\n/)) {
      const trimmed = line.replace(/\/\/.*$/, '').trim();
@@ -261,7 +296,7 @@ function loadGoModules(projectRoot, files) {
    if (!moduleName) continue;
    out.set(dirOf(p), moduleName);
  }
-  return out;
+  return { modules: out, warnings };
 }

 /**
@@ -306,10 +341,32 @@ function findNearestConfigDir(startDir, configMap) {
 *
 * Build once; pass everywhere.
 */
-function buildResolutionContext(projectRoot, files) {
+async function buildResolutionContext(projectRoot, files) {
  const fileSet = new Set(files.map(f => toPosix(f.path)));
-  const tsConfigs = loadTsConfigs(projectRoot, files);
-  const goModules = loadGoModules(projectRoot, files);
+
+  // The three config-loader passes are independent and each does its own
+  // batched parallel I/O; run them concurrently so the wait for a slow
+  // tsconfig.json read doesn't block go.mod / composer.json scanning.
+  //
+  // Each loader BUFFERS warnings into a private array rather than writing
+  // them to stderr inline. If a loader streamed warnings directly during
+  // the concurrent passes, lines from independent loader families could
+  // interleave based on I/O timing — that would break the pre-PR
+  // deterministic order (ts → go → php) and make stderr-diff verification
+  // flaky. Drain the buffers in canonical order *after* Promise.all, so
+  // a fixture with `(malformed tsconfig.json, malformed composer.json)`
+  // always emits `tsconfig…\ncomposer…\n`, never the reverse.
+  const [tsResult, goResult, phpResult] = await Promise.all([
+    loadTsConfigs(projectRoot, files),
+    loadGoModules(projectRoot, files),
+    loadPhpAutoloads(projectRoot, files),
+  ]);
+  for (const w of tsResult.warnings) process.stderr.write(w);
+  for (const w of goResult.warnings) process.stderr.write(w);
+  for (const w of phpResult.warnings) process.stderr.write(w);
+  const tsConfigs = tsResult.configs;
+  const goModules = goResult.modules;
+  const phpAutoloads = phpResult.autoloads;

  // Index .go files by their parent directory so the Go resolver can
  // expand a package-level import to all member .go files in O(1).
@@ -331,8 +388,6 @@ function buildResolutionContext(projectRoot, files) {
  const kotlinIndex = buildSuffixIndex(files, p => p.endsWith('.kt'));
  const csIndex = buildSuffixIndex(files, p => p.endsWith('.cs'));

-  const phpAutoloads = loadPhpAutoloads(projectRoot, files);
-
  return {
    projectRoot,
    fileSet,
@@ -369,15 +424,55 @@ const TS_EXT_PROBES = [
  '/index.ts', '/index.tsx', '/index.js', '/index.jsx',
 ];

+/**
+ * NodeNext / Node16 / Bundler-with-explicit-extensions ESM TypeScript convention:
+ * TypeScript does NOT rewrite import specifiers during compilation, so source
+ * files import their COMPILED specifier (`./config.js`) even when only
+ * `./config.ts` exists on disk. We map each compiled-output extension to the
+ * TS source extensions that could have produced it, in priority order.
+ *
+ * Without this rewrite, ESM-TS projects (which is now the default for any new
+ * TS project) end up with a near-edgeless knowledge graph because every
+ * project-internal import fails to resolve. (#294)
+ */
+const NODENEXT_REWRITES = {
+  '.js': ['.ts', '.tsx', '.js', '.jsx'],
+  '.jsx': ['.tsx', '.jsx'],
+  '.mjs': ['.mts', '.mjs', '.ts'],
+  '.cjs': ['.cts', '.cjs', '.ts'],
+};
+
 /**
 * Try ext probes against the file set for the given base path. Returns the
 * first matching project-relative path, or null. If the base path already has
 * a code extension AND exists in the file set, returns it directly.
+ *
+ * For NodeNext-style imports (`./foo.js` where only `./foo.ts` exists), apply
+ * the source-extension rewrite — see NODENEXT_REWRITES above.
 */
 function probeWithExtensions(basePath, fileSet) {
  if (!basePath) return null;
-  // Exact match (import already had an extension)
+  // Exact match (import already had an extension that resolves on disk)
  if (fileSet.has(basePath)) return basePath;
+
+  // NodeNext rewrite: if the basePath ends with a compiled-output extension
+  // but no such file exists, try the corresponding source extensions. We do
+  // this BEFORE the legacy "append extensions" loop because for an import
+  // like `./foo.js`, appending `.ts` would produce `foo.js.ts` (always wrong)
+  // while the correct candidate is `foo.ts`.
+  for (const [outExt, srcExts] of Object.entries(NODENEXT_REWRITES)) {
+    if (!basePath.endsWith(outExt)) continue;
+    const stem = basePath.slice(0, -outExt.length);
+    for (const srcExt of srcExts) {
+      const candidate = stem + srcExt;
+      if (fileSet.has(candidate)) return candidate;
+    }
+    // The basePath had an explicit compiled extension — don't fall through
+    // to the "append extensions" loop, which would produce nonsense like
+    // `foo.js.ts`. If NodeNext rewrite didn't find anything, return null.
+    return null;
+  }
+
  for (const ext of TS_EXT_PROBES) {
    const candidate = basePath + ext;
    if (fileSet.has(candidate)) return candidate;
@@ -1028,20 +1123,23 @@ function parseComposerAutoloadText(raw) {
 * at the bad file and skips it. The rest of the project's PHP imports keep
 * resolving via whichever composer.json files parsed cleanly.
 */
-function loadPhpAutoloads(projectRoot, files) {
+async function loadPhpAutoloads(projectRoot, files) {
  const out = new Map();
+  const warnings = [];
+  const candidates = [];
  for (const f of files) {
    const p = toPosix(f.path);
    const base = p.includes('/') ? p.slice(p.lastIndexOf('/') + 1) : p;
    if (base !== 'composer.json') continue;
    const absPath = join(projectRoot, p);
    if (!existsSync(absPath)) continue;
-    let raw;
-    try {
-      raw = readFileSync(absPath, 'utf-8');
-    } catch (err) {
-      process.stderr.write(
-        `Warning: extract-import-map: composer.json at ${absPath} failed ` +
+    candidates.push({ key: p, absPath });
+  }
+  const reads = await readFilesParallel(candidates);
+  for (const { key: p, raw, err } of reads) {
+    if (err) {
+      warnings.push(
+        `Warning: extract-import-map: composer.json at ${join(projectRoot, p)} failed ` +
        `to read (${err.message}) — PSR-4 namespace mapping from this ` +
        `composer.json unavailable — PHP imports under this package ` +
        `will not resolve\n`,
@@ -1050,8 +1148,8 @@ function loadPhpAutoloads(projectRoot, files) {
    }
    const parsed = parseComposerAutoloadText(raw);
    if (parsed === null) {
-      process.stderr.write(
-        `Warning: extract-import-map: composer.json at ${absPath} failed ` +
+      warnings.push(
+        `Warning: extract-import-map: composer.json at ${join(projectRoot, p)} failed ` +
        `to parse — PSR-4 namespace mapping unavailable — PHP imports ` +
        `under this package will not resolve\n`,
      );
@@ -1059,7 +1157,7 @@ function loadPhpAutoloads(projectRoot, files) {
    }
    out.set(dirOf(p), parsed);
  }
-  return out;
+  return { autoloads: out, warnings };
 }

 /**
@@ -1421,8 +1519,10 @@ async function main() {
    );
  }

-  // Build resolution context (cached configs)
-  const ctx = buildResolutionContext(projectRoot, files);
+  // Build resolution context (cached configs). The loader pass for the
+  // tsconfig/go.mod/composer.json files inside is parallelised — see
+  // `buildResolutionContext`.
+  const ctx = await buildResolutionContext(projectRoot, files);

  const importMap = {};
  let filesWithImports = 0;
@@ -117,7 +117,7 @@ export function buildOnboardingGuide(graph: KnowledgeGraph): string {
  // --- Footer ---
  lines.push("---");
  lines.push("");
-  lines.push(`*Generated by [Understand Anything](https://github.com/Lum1104/Understand-Anything) from knowledge graph v${graph.version}*`);
+  lines.push(`*Generated by [Understand Anything](https://github.com/Egonex-AI/Understand-Anything) from knowledge graph v${graph.version}*`);
  lines.push("");

  return lines.join("\n");