Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in, and reading/injecting secrets for commands.
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Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel.
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安装前可以查看交给 AI 代理的指令内容。
Index any codebase into a knowledge graph and serve an interactive web UI for exploring symbols, call chains, clusters, and execution flows. Tunneled via Cloudflare for remote access.
.git directoryThe web UI renders all nodes in the browser. Repos under ~5,000 files work well. Large repos (30k+ nodes) will be sluggish or crash the browser tab. The CLI/MCP tools work at any scale — only the web visualization has this limit.
GITNEXUS_DIR="${GITNEXUS_DIR:-$HOME/.local/share/gitnexus}"
if [ ! -d "$GITNEXUS_DIR/gitnexus-web/dist" ]; then
git clone https://github.com/abhigyanpatwari/GitNexus.git "$GITNEXUS_DIR"
cd "$GITNEXUS_DIR/gitnexus-shared" && npm install && npm run build
cd "$GITNEXUS_DIR/gitnexus-web" && npm install
fi
The web UI defaults to localhost:4747 for API calls. Patch it to use same-origin
so it works through a tunnel/proxy:
File: $GITNEXUS_DIR/gitnexus-web/src/config/ui-constants.ts
Change:
export const DEFAULT_BACKEND_URL = 'http://localhost:4747';
To:
export const DEFAULT_BACKEND_URL = typeof window !== 'undefined' && window.location.hostname !== 'localhost' ? window.location.origin : 'http://localhost:4747';
File: $GITNEXUS_DIR/gitnexus-web/vite.config.ts
Add allowedHosts: true inside the server: { } block (only needed if running dev
mode instead of production build):
server: {
allowedHosts: true,
// ... existing config
},
Then build the production bundle:
cd "$GITNEXUS_DIR/gitnexus-web" && npx vite build
cd /path/to/target-repo
npx gitnexus analyze --skip-agents-md
rm -rf .claude/ # remove Claude Code-specific artifacts
Add --embeddings for semantic search (slower — minutes instead of seconds).
The index lives in .gitnexus/ inside the repo (auto-gitignored).
Write this to a file (e.g., $GITNEXUS_DIR/proxy.mjs). It serves the production
web UI and proxies /api/* to the GitNexus backend — same origin, no CORS issues,
no sudo, no nginx.
import http from 'node:http';
import fs from 'node:fs';
import path from 'node:path';
const API_PORT = parseInt(process.env.API_PORT || '4747');
const DIST_DIR = process.argv[2] || './dist';
const PORT = parseInt(process.argv[3] || '8888');
const MIME = {
'.html': 'text/html', '.js': 'application/javascript', '.css': 'text/css',
'.json': 'application/json', '.png': 'image/png', '.svg': 'image/svg+xml',
'.ico': 'image/x-icon', '.woff2': 'font/woff2', '.woff': 'font/woff',
'.wasm': 'application/wasm',
};
function proxyToApi(req, res) {
const opts = {
hostname: '127.0.0.1', port: API_PORT,
path: req.url, method: req.method, headers: req.headers,
};
const proxy = http.request(opts, (upstream) => {
res.writeHead(upstream.statusCode, upstream.headers);
upstream.pipe(res, { end: true });
});
proxy.on('error', () => { res.writeHead(502); res.end('Backend unavailable'); });
req.pipe(proxy, { end: true });
}
function serveStatic(req, res) {
let filePath = path.join(DIST_DIR, req.url === '/' ? 'index.html' : req.url.split('?')[0]);
if (!fs.existsSync(filePath)) filePath = path.join(DIST_DIR, 'index.html');
const ext = path.extname(filePath);
const mime = MIME[ext] || 'application/octet-stream';
try {
const data = fs.readFileSync(filePath);
res.writeHead(200, { 'Content-Type': mime, 'Cache-Control': 'public, max-age=3600' });
res.end(data);
} catch { res.writeHead(404); res.end('Not found'); }
}
http.createServer((req, res) => {
if (req.url.startsWith('/api')) proxyToApi(req, res);
else serveStatic(req, res);
}).listen(PORT, () => console.log(`GitNexus proxy on http://localhost:${PORT}`));
# Terminal 1: GitNexus backend API
npx gitnexus serve &
# Terminal 2: Proxy (web UI + API on one port)
node "$GITNEXUS_DIR/proxy.mjs" "$GITNEXUS_DIR/gitnexus-web/dist" 8888 &
Verify: curl -s http://localhost:8888/api/repos should return the indexed repo(s).
# Install cloudflared if needed (no sudo)
if ! command -v cloudflared &>/dev/null; then
mkdir -p ~/.local/bin
curl -sL https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64 \
-o ~/.local/bin/cloudflared
chmod +x ~/.local/bin/cloudflared
export PATH="$HOME/.local/bin:$PATH"
fi
# Start tunnel (--config /dev/null avoids conflicts with existing named tunnels)
cloudflared tunnel --config /dev/null --url http://localhost:8888 --no-autoupdate --protocol http2
The tunnel URL (e.g., https://random-words.trycloudflare.com) is printed to stderr.
Share it — anyone with the link can explore the graph.
# Stop services
pkill -f "gitnexus serve"
pkill -f "proxy.mjs"
pkill -f cloudflared
# Remove index from the target repo
cd /path/to/target-repo
npx gitnexus clean
rm -rf .claude/
--config /dev/null is required for cloudflared if the user has an existing
named tunnel config at ~/.cloudflared/config.yml. Without it, the catch-all
ingress rule in the config returns 404 for all quick tunnel requests.
Production build is mandatory for tunneling. The Vite dev server blocks
non-localhost hosts by default (allowedHosts). The production build + Node
proxy avoids this entirely.
The web UI does NOT create .claude/ or CLAUDE.md. Those are created by
npx gitnexus analyze. Use --skip-agents-md to suppress the markdown files,
then rm -rf .claude/ for the rest. These are Claude Code integrations that
hermes-agent users don't need.
Browser memory limit. The web UI loads the entire graph into browser memory. Repos with 5k+ files may be sluggish. 30k+ files will likely crash the tab.
Embeddings are optional. --embeddings enables semantic search but takes
minutes on large repos. Skip it for quick exploration; add it if you want
natural language queries via the AI chat panel.
Multiple repos. gitnexus serve serves ALL indexed repos. Index several
repos, start serve once, and the web UI lets you switch between them.
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Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in, and reading/injecting secrets for commands.
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Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like "review this paper", "analyze this research", "summarize this study", or "write a peer review".
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Add descriptions for new models from the HuggingFace router to chat-ui configuration. Use when new models are released on the router and need descriptions added to prod.yaml and dev.yaml. Triggers on requests like "add new model descriptions", "update models from router", "sync models", or when explicitly invoking /add-model-descriptions.
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Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
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Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
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Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
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