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Use when the user reports jank, dropped frames, janky scrolling, slow click or typing response, poor INP, slow LCP, layout shifts (CLS), unresponsive pages, or asks to debug rendering, animation, or interaction performance in a browser app.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
基于 SOC 职业分类
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/millionco/debug-agent --skill web-performance命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
正在显示 SKILL.md
Systematic evidence-based debugging using runtime logs. Generates hypotheses, instruments code with NDJSON logs, guides reproduction, analyzes log evidence, and iterates until root cause is proven with cited log lines. Use when the user reports a bug, unexpected behavior, or asks to debug an issue.
Systematic evidence-based debugging using runtime logs. Generates hypotheses, instruments code with NDJSON logs, guides reproduction, analyzes log evidence, and iterates until root cause is proven with cited log lines. Use when the user reports a bug, unexpected behavior, or asks to debug an issue.
| name | web-performance |
| description | Use when the user reports jank, dropped frames, janky scrolling, slow click or typing response, poor INP, slow LCP, layout shifts (CLS), unresponsive pages, or asks to debug rendering, animation, or interaction performance in a browser app. |
Browser performance debugging via PerformanceObserver, with LoAF (long-animation-frame) as the primary signal. LoAF is the only entry type that, in one record, attributes a slow frame to a specific sourceURL + sourceFunctionName + sourceCharPosition + invokerType, with per-script forcedStyleAndLayoutDuration (sync reflow), pauseDuration (sync XHR / alert), and blockingDuration. Code inspection and performance.now() cannot reach this. Start with LoAFs, conclude from LoAFs.
Symptoms:
Do NOT use for:
Before — manual performance.now() (wrong):
const t0 = performance.now();
drawSeries(data);
console.log("drawSeries took", performance.now() - t0);
Tells you a number. Doesn't tell you the function caused a long frame, what scheduled it, or whether it forced sync layout. Requires you to already suspect drawSeries.
After — LoAF observer (right):
new PerformanceObserver((list) => {
for (const loaf of list.getEntries()) send(loaf);
}).observe({ type: "long-animation-frame", buffered: true });
Reports every frame > 50ms across the whole page, with scripts[].sourceURL + sourceFunctionName + sourceCharPosition + invokerType + forcedStyleAndLayoutDuration for each script that ran in the frame. You don't need to know where the bug is in advance.
<head> or top of SPA entry.rm).runId="post-fix".#region debug log block only after verified success + explicit user confirmation.npx debug-agent@latest --json --daemon
--daemon forks the server into a detached process and exits immediately (your shell unblocks instantly — no need for &/nohup). --json makes the parent emit one machine-readable JSON line (without it you get a colored spinner). It prints one JSON line on startup:
{
"sessionId": "a1b2c3",
"endpoint": "http://127.0.0.1:54321/ingest/a1b2c3",
"logPath": "/tmp/debug-agent/debug-a1b2c3.log"
}
Capture endpoint (POST traces here), logPath (NDJSON written here on macOS at /var/folders/.../T/debug-agent/debug-<sessionId>.log), sessionId (in every payload). The log file is auto-created on first write — do NOT pre-create. Server is idempotent: re-running --json --daemon returns the same sessionId/port/logPath of the existing server, so it's safe to call at the start of every session. If startup fails, STOP and inform the user.
To clear the log file via HTTP without deleting/recreating it: curl -X DELETE <endpoint> returns {"ok":true,"cleared":true}.
Replace __ENDPOINT__ and __SESSION_ID__. Paste once as the very first script in <head> (above framework bootstrap), or top of the SPA entry module (main.tsx, index.ts, app.tsx). One IIFE in one #region debug log block.
<script>
// #region debug log
(() => {
const ENDPOINT = "__ENDPOINT__";
const SESSION_ID = "__SESSION_ID__";
const send = (kind, payload) =>
fetch(ENDPOINT, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({
sessionId: SESSION_ID,
location: "PerformanceObserver:" + kind,
message: kind,
data: payload,
timestamp: Date.now(),
}),
keepalive: true,
}).catch(() => {});
const observe = (type, mapEntry) => {
try {
new PerformanceObserver((list) => {
for (const entry of list.getEntries()) send(type, mapEntry(entry));
}).observe({ type, buffered: true });
} catch {}
};
observe("long-animation-frame", (loaf) => ({
startTime: loaf.startTime,
duration: loaf.duration,
renderStart: loaf.renderStart,
styleAndLayoutStart: loaf.styleAndLayoutStart,
blockingDuration: loaf.blockingDuration,
firstUIEventTimestamp: loaf.firstUIEventTimestamp,
scripts: (loaf.scripts || []).map((scriptTiming) => ({
invoker: scriptTiming.invoker,
invokerType: scriptTiming.invokerType,
sourceURL: scriptTiming.sourceURL,
sourceFunctionName: scriptTiming.sourceFunctionName,
sourceCharPosition: scriptTiming.sourceCharPosition,
executionStart: scriptTiming.executionStart,
duration: scriptTiming.duration,
forcedStyleAndLayoutDuration: scriptTiming.forcedStyleAndLayoutDuration,
pauseDuration: scriptTiming.pauseDuration,
})),
}));
})();
// #endregion
</script>
buffered: true and keepalive: true are required (early entries + survival across navigation). The try/catch lets the observer no-op on browsers without LoAF support.
FORBIDDEN: logging DOM text, form values, cookies, tokens, PII-bearing URLs — emit only tag names, URLs, durations, rects.
| Add this observer | When |
|---|---|
event | INP investigation (input delay / handler / presentation breakdown) |
layout-shift | CLS investigation |
largest-contentful-paint | Slow LCP investigation |
longtask | Safari/Firefox fallback (no script attribution) |
paint | First Paint / FCP investigation |
observe("event", (e) => ({
name: e.name,
startTime: e.startTime,
duration: e.duration,
processingStart: e.processingStart,
processingEnd: e.processingEnd,
interactionId: e.interactionId,
targetTag: e.target?.tagName ?? null,
}));
observe("layout-shift", (s) => ({
startTime: s.startTime,
value: s.value,
hadRecentInput: s.hadRecentInput,
sources: (s.sources || []).map((x) => ({
nodeName: x.node?.nodeName ?? null,
previousRect: x.previousRect,
currentRect: x.currentRect,
})),
}));
observe("largest-contentful-paint", (p) => ({
startTime: p.startTime,
renderTime: p.renderTime,
loadTime: p.loadTime,
size: p.size,
url: p.url,
elementTag: p.element?.tagName ?? null,
}));
observe("longtask", (t) => ({
startTime: t.startTime,
duration: t.duration,
attribution: (t.attribution || []).map((a) => ({
name: a.name,
containerType: a.containerType,
containerSrc: a.containerSrc,
})),
}));
observe("paint", (p) => ({ name: p.name, startTime: p.startTime }));
logPath before each run. Two equivalent options: file-deletion tool (NOT rm) on the path, or curl -X DELETE <endpoint>. Only your session's file — never another session's. Clearing ≠ removing instrumentation.logPath after the user confirms reproduction. Each line is { sessionId, id, timestamp, location, message, data }. Empty/missing → reproduction failed; clear and retry.runId="post-fix". Removing logs before verification is FORBIDDEN.#region debug log, delete each region (line-inclusive, including the wrapping <script> if injected via HTML), re-grep to confirm zero markers, git diff review.Sort entries by duration (or blockingDuration for input-blocking jank), worst first. The script with the largest duration inside the worst LoAF's scripts[] is your culprit. If forcedStyleAndLayoutDuration > 10ms or > 25% of script duration, it's layout thrashing — look for sync offsetHeight / getBoundingClientRect / scrollTop reads interleaved with DOM writes.
| Field | Meaning | Diagnostic use |
|---|---|---|
duration | total frame time (ms), only fires > 50ms | severity |
blockingDuration | input-blocking portion | INP impact |
renderStart − startTime | JS work before render | "long script" share |
styleAndLayoutStart − renderStart | rAF / ResizeObserver / IntersectionObserver callbacks | pre-paint callback cost |
(startTime + duration) − styleAndLayoutStart | style + layout + paint | CSS / layout cost |
scripts[].sourceURL + sourceFunctionName + sourceCharPosition | exact code site | culprit |
scripts[].invoker | precise scheduler (e.g. BUTTON#btn-foo.onclick, TimerHandler:setTimeout, IMG#hero.onload) | which DOM node / timer / promise scheduled it |
scripts[].invokerType | category — event-listener / user-callback (covers setTimeout/setInterval/requestAnimationFrame/requestIdleCallback) / resolve-promise / reject-promise / classic-script / module-script | how it ran |
scripts[].forcedStyleAndLayoutDuration | sync reflow inside the script | layout thrashing |
scripts[].pauseDuration | sync XHR / alert time | hard blocks |
invoker vs invokerType: invokerType is a fixed-vocabulary category; invoker is the precise instance. Use invoker to tell setTimeout from requestAnimationFrame (both are user-callback), or to identify which button's click handler ran (e.g. BUTTON#btn-thrash.onclick).