通过1Password CLI,将保存的密码和API密钥用于命令及配置模板,完成安装、认证、秘密值读取,并通过环境变量向命令传递凭据。
- 安装并配置1Password CLI
- 使用已保存的API密钥运行命令
- 向配置模板填入秘密值
Debug Node.js from the terminal by pausing execution, inspecting variables, and tracing function calls. Use interactive commands or scripts to investigate failing tests, collect runtime state, and capture CPU profiles or memory snapshots.
中文简介正在准备中。当前显示英语简介。
Debug Node.js via --inspect + Chrome DevTools Protocol CLI.
安装前可以查看交给 AI 代理的指令内容。
When console.log isn't enough, drive Node's built-in V8 inspector programmatically from the terminal. You get real breakpoints, step in/over/out, call-stack walking, local/closure scope dumps, and arbitrary expression evaluation in the paused frame.
Two tools, pick one:
node inspect — built-in, zero install, CLI REPL. Best for quick poking.ndb / CDP via chrome-remote-interface — scriptable from Node/Python; best when you want to automate many breakpoints, collect state across runs, or debug non-interactively from an agent loop.Prefer node inspect first. It's always available and the REPL is fast.
_SlashWorker, PTY bridge workers) misbehaveconsole.log can't reach without patchingDon't use for: things console.log solves in under a minute. Breakpoint-driven debugging is heavier; use it when the payoff is real.
node inspect REPLLaunch paused on first line:
node inspect path/to/script.js
# or with tsx
node --inspect-brk $(which tsx) path/to/script.ts
The debug> prompt accepts:
| Command | Action |
|---|---|
c or cont | continue |
n or next | step over |
s or step | step into |
o or out | step out |
pause | pause running code |
sb('file.js', 42) | set breakpoint at file.js line 42 |
sb(42) | set breakpoint at line 42 of current file |
sb('functionName') | break when function is called |
cb('file.js', 42) | clear breakpoint |
breakpoints | list all breakpoints |
bt | backtrace (call stack) |
list(5) | show 5 lines of source around current position |
watch('expr') | evaluate expr on every pause |
watchers | show watched expressions |
repl | drop into REPL in current scope (Ctrl+C to exit REPL) |
exec expr | evaluate expression once |
restart | restart script |
kill | kill the script |
.exit | quit debugger |
In the repl sub-mode: type any JS expression, including access to locals/closure variables. Ctrl+C exits back to debug>.
When the process is already running (e.g. a long-lived dev server or the TUI gateway):
# 1. Send SIGUSR1 to enable the inspector on an existing process
kill -SIGUSR1 <pid>
# Node prints: Debugger listening on ws://127.0.0.1:9229/<uuid>
# 2. Attach the debugger CLI
node inspect -p <pid>
# or by URL
node inspect ws://127.0.0.1:9229/<uuid>
To start a process with the inspector from the beginning:
node --inspect script.js # listen on 127.0.0.1:9229, keep running
node --inspect-brk script.js # listen AND pause on first line
node --inspect=0.0.0.0:9230 script.js # custom host:port
For TypeScript via tsx:
node --inspect-brk --import tsx script.ts
# or older tsx
node --inspect-brk -r tsx/cjs script.ts
When you want to automate — set many breakpoints, capture scope state, script a repro — use chrome-remote-interface:
npm i -g chrome-remote-interface # or project-local
# Start your target:
node --inspect-brk=9229 target.js &
Driver script (save as ~/.hermes/cache/scratch/cdp-debug.js):
const CDP = require('chrome-remote-interface');
(async () => {
const client = await CDP({ port: 9229 });
const { Debugger, Runtime } = client;
Debugger.paused(async ({ callFrames, reason }) => {
const top = callFrames[0];
console.log(`PAUSED: ${reason} @ ${top.url}:${top.location.lineNumber + 1}`);
// Walk scopes for locals
for (const scope of top.scopeChain) {
if (scope.type === 'local' || scope.type === 'closure') {
const { result } = await Runtime.getProperties({
objectId: scope.object.objectId,
ownProperties: true,
});
for (const p of result) {
console.log(` ${scope.type}.${p.name} =`, p.value?.value ?? p.value?.description);
}
}
}
// Evaluate an expression in the paused frame
const { result } = await Debugger.evaluateOnCallFrame({
callFrameId: top.callFrameId,
expression: 'typeof state !== "undefined" ? JSON.stringify(state) : "n/a"',
});
console.log('state =', result.value ?? result.description);
await Debugger.resume();
});
await Runtime.enable();
await Debugger.enable();
// Set a breakpoint by URL regex + line
await Debugger.setBreakpointByUrl({
urlRegex: '.*app\\.tsx$',
lineNumber: 119, // 0-indexed
columnNumber: 0,
});
await Runtime.runIfWaitingForDebugger();
})();
Run it:
node ~/.hermes/cache/scratch/cdp-debug.js
Hermes-specific note: chrome-remote-interface is NOT in ui-tui/package.json. Install it to a throwaway location if you don't want to dirty the project:
mkdir -p ~/.hermes/cache/scratch/cdp-tools && cd ~/.hermes/cache/scratch/cdp-tools && npm i chrome-remote-interface
NODE_PATH=~/.hermes/cache/scratch/cdp-tools/node_modules node ~/.hermes/cache/scratch/cdp-debug.js
The TUI is built Ink + tsx. Two common scenarios:
ui-tui/package.json has npm run dev (tsx --watch). Add --inspect-brk by running tsx directly:
cd <hermes-agent-repo>/ui-tui
npm run build # produce dist/ once so transpile isn't needed on first load
node --inspect-brk dist/entry.js
# In another terminal:
node inspect -p <node pid>
Then inside debug>:
sb('dist/app.js', 220) # or wherever the suspect render is
cont
When it pauses, repl → inspect props, state refs, useInput handler values, etc.
hermes --tuiThe TUI spawns Node from the Python CLI. Easiest path:
# 1. Launch TUI
hermes --tui &
TUI_PID=$(pgrep -f 'ui-tui/dist/entry' | head -1)
# 2. Enable inspector on that Node PID
kill -SIGUSR1 "$TUI_PID"
# 3. Find the WS URL
curl -s http://127.0.0.1:9229/json/list | jq -r '.[0].webSocketDebuggerUrl'
# 4. Attach
node inspect ws://127.0.0.1:9229/<uuid>
Interacting with the TUI (typing in its window) continues to advance execution; your debugger can pause it on a breakpoint at any sb(...).
_SlashWorker / PTY child processesThose are Python, not Node — use the python-debugpy skill for them. Only Node portions (Ink UI, tui_gateway client, tsx-run tests under ui-tui/) use this skill.
cd <hermes-agent-repo>/ui-tui
# Run a single test file paused on entry
node --inspect-brk ./node_modules/vitest/vitest.mjs run --no-file-parallelism src/app/foo.test.tsx
In another terminal: node inspect -p <pid>, then sb('src/app/foo.tsx', 42), cont.
Use --no-file-parallelism (vitest) or --runInBand (jest) so only one worker exists — debugging a pool is painful.
From the CDP driver above, swap Debugger for HeapProfiler / Profiler:
// CPU profile for 5 seconds
await client.Profiler.enable();
await client.Profiler.start();
await new Promise(r => setTimeout(r, 5000));
const { profile } = await client.Profiler.stop();
require('fs').writeFileSync('~/.hermes/cache/scratch/cpu.cpuprofile', JSON.stringify(profile));
// Open ~/.hermes/cache/scratch/cpu.cpuprofile in Chrome DevTools → Performance tab
// Heap snapshot
await client.HeapProfiler.enable();
const chunks = [];
client.HeapProfiler.addHeapSnapshotChunk(({ chunk }) => chunks.push(chunk));
await client.HeapProfiler.takeHeapSnapshot({ reportProgress: false });
require('fs').writeFileSync('~/.hermes/cache/scratch/heap.heapsnapshot', chunks.join(''));
Wrong line numbers in TS source. Breakpoints hit the emitted JS, not the .ts. Either (a) break in the built dist/*.js, or (b) enable sourcemaps (node --enable-source-maps) and use sb('src/app.tsx', N) — but only with CDP clients that follow sourcemaps. node inspect CLI does not.
--inspect vs --inspect-brk. --inspect starts the inspector but doesn't pause; your script races past your first breakpoint if you attach too late. Use --inspect-brk when you need to set breakpoints before any code runs.
Port collisions. Default is 9229. If multiple Node processes are inspecting, pass --inspect=0 (random port) and read the actual URL from /json/list:
curl -s http://127.0.0.1:9229/json/list # lists all inspectable targets on the host
Child processes. --inspect on a parent does NOT inspect its children. Use NODE_OPTIONS='--inspect-brk' node parent.js to propagate to every child; be aware they all need unique ports (Node auto-increments when NODE_OPTIONS='--inspect' is inherited).
Background kills. If you Ctrl+C out of node inspect while the target is paused, the target stays paused. Either cont first, or kill the target explicitly.
Running node inspect through an agent terminal. It's a PTY-friendly REPL. In Hermes, launch it with terminal(pty=true) or background=true + process(action='submit', data='...'). Non-PTY foreground mode will work for one-shot commands but not for interactive stepping.
Security. --inspect=0.0.0.0:9229 exposes arbitrary code execution. Always bind to 127.0.0.1 (the default) unless you have an isolated network.
After setting up a debug session, verify:
curl -s http://127.0.0.1:9229/json/list returns exactly the target you expect--inspect-brk or attached after execution completed)exec process.pid in repl returns the PID you meant to attach to"Why is this variable undefined at line X?"
node --inspect-brk script.js &
node inspect -p $!
# debug>
sb('script.js', X)
cont
# paused. Now:
repl
> myVariable
> Object.keys(this)
"What's the call path into this function?"
debug> sb('suspectFn')
debug> cont
# paused on entry
debug> bt
"This async chain hangs — where?"
# Start with --inspect (no -brk), let it run to the hang, then:
debug> pause
debug> bt
# Now you see the stuck frame
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通过1Password CLI,将保存的密码和API密钥用于命令及配置模板,完成安装、认证、秘密值读取,并通过环境变量向命令传递凭据。
创建用公式联动利润表、资产负债表和现金流量表的 Excel 模型,分阶段填入历史实际数据与预测假设,比较不同情景,并检查三张报表之间的一致性。
Adapt existing PyTorch training scripts to use multiple GPUs or machines with limited code changes. The skill guides configuration, launch commands, mixed precision, which uses lower-precision numbers, and DeepSpeed or FSDP settings for distributing training work and memory.
中文简介正在准备中。当前显示英语简介。
Configure Hermes to run AI models through Actual Computer on your own hardware. Set up either the hosted relay or a local connection, select models, verify responses, and troubleshoot request errors or empty output.
中文简介正在准备中。当前显示英语简介。
Test an app from the perspective of a frustrated, less technical user. Find confusing steps and barriers, separate actionable usability problems from personal complaints, and produce screenshots, suggested fixes, and prioritized tickets.
中文简介正在准备中。当前显示英语简介。
Resolve Git merge conflicts between two agents by comparing both changes and their stated goals. Combine compatible work, explain choices where designs differ, and verify the merged result with project builds or tests.
中文简介正在准备中。当前显示英语简介。