按类别或厂商查找并获取网络安全报告,比较威胁、勒索软件、数据泄露、云安全和AI趋势。分析会注明每项数据的厂商、年份及报告,并分别呈现来源间的分歧。
- 按类别查找威胁报告
- 获取指定厂商的报告
- 比较多家厂商的勒索软件趋势
在 Mac 上按任务选择结构化界面或视觉代理,并限制视觉操作可访问的应用、步骤和时间;再通过单独的验证方式检查是否达到目标状态。
Front door for driving this Mac: anything with a DOM, AX, CLI, or API handle routes to Interceptor; pixel-only GUI work goes to a vision agent, OpenAI Astra via codex exec or a tool-less Claude acting through Interceptor's bridge, picked per task class by a measured bake-off, under a deny list, step caps, and a read-back that decides pass/fail. USE WHEN computer use, drive the computer, control the mac, operate this app for me, do it in the GUI, pixel-only app, no API for this, canvas UI, computer-use bake-off, Claude vs OpenAI computer use. NOT FOR DOM/AX handles or web verification (Interceptor), scraping (a scraping skill, BrightData).
实测评分 未实测
查看安装方法ComputerUse 会根据 Mac 任务可用的操作方式进行分流。能够利用屏幕结构、辅助功能信息、命令行或 API 的任务会交给 Interceptor。只能依据屏幕像素操作的任务,则会根据目标应用的对比结果选择视觉代理。视觉代理只能访问允许列表中的应用,并受到操作次数和运行时间限制。技能会用预先确定的验证方式检查结果,而不采信代理自己的完成报告。
当某个应用或画布只能通过图形界面操作时,可以使用此技能。如果不确定 Mac 上的任务该采用哪种操作方式,或想在图形界面操作后确认屏幕是否达到指定状态,也适合使用。
没有配置文件,或无法指定验证方式时,技能不会执行。使用视觉代理需要 Codex 桌面应用,或符合配置要求的环境。发送、购买、删除和发布等操作,仅会在得到明确指定时执行。
本介绍由 AI(OpenAI Codex)根据公开的 SKILL.md 撰写。准确的规格请查看下方原文。
AI 根据 SKILL.md 的内容检查了需要注意的操作和使用前提。评分只依据实际运行的结果(实测对比)。
不计入评分。 由 AI(OpenAI Codex)于 2026年10月28日 评估。仅供参考,安装前请同时查看原文。
安装前可以查看交给 AI 代理的指令内容。
Contents: Ideal State · Intent Routing · The routing table · The supervised run · Data & Config · Gotchas · Examples
One skill routes every computer-use task by a rule you can read, then supervises the run so the vision leg never grades itself, never sees what it must not, and never runs away.
| Intent | Trigger | File |
|---|---|---|
| Drive | "do this in the GUI", "drive <app>", "computer use for <task>" | Intents/Drive.md |
| Probe | "is Astra computer use working", "probe the vision leg" | Intents/Probe.md |
| BakeOff | "bake-off", "which vision agent is better", "Claude vs OpenAI computer use", "re-score the vision legs" | Intents/BakeOff.md |
| File | Read when |
|---|---|
Instructions.md | changing what the Astra leg is told; the runner passes it as model_instructions_file on every spawn |
Config.example.md | setting up the deny lists, caps and Focus shortcuts in the USER Config.md |
Tests/ | changing routing, deny rules, caps or spawn flags (fixtures under Tests/fixtures/ are synthetic; source tree only, not in the release payload) |
Setup.md | first-time setup: the Config.md fields, the Codex app and plugin, permissions, and a dry-run proof |
References/VisionLegs.md | changing or debugging how the Astra or Claude leg is spawned and confined: codex flags, the Claude leg step loop, its tool restrictions, env drops, pixel-to-point mapping |
| Intent | Handle? | Backend | Why |
|---|---|---|---|
| verify / evidence | any | Interceptor, always | Constitutional №2: Interceptor is the only sanctioned evidence path. No failure count or backend state changes this row. |
| act | yes (DOM, AX element, CLI, API) | Interceptor | Deterministic is cheaper, faster, and auditable. |
| act | no | the vision pick for the target app: Astra or Claude | Pixel-only authoring, canvas UIs, unscripted cross-app GUI flows. |
| act | yes, but 2 Interceptor failures on this step | the vision pick for that step | Bounded escalation, logged once. Never the reverse direction. |
| any | Interceptor preflight failed | refused | A broken evidence path is "tool broken", never "no handle". |
| act, vision | — | Claude only when vision_pick names it for that app (or as default) | The pick is written from Tools/BakeOff.ts results, never by hand-waving. Unpicked or unmeasured classes stay Astra. |
Code: Tools/Route.ts (pure, tested). Runner: Tools/Run.ts.
Both vision legs run under the same supervise() in Tools/Run.ts (--backend astra|claude; without it, the vision_pick for the target app). The deny scan, watcher, caps, headless refusal and verifier below are shared.
Config.md): credential-class apps may not be running; communications apps may not be visible (hidden with Cmd+H is fine); browser tabs on denied hosts block. Enforced before spawn and by a watcher every poll interval during the run.Config.md is refused (exit 2), never run with empty deny lists.verdict is written only from the verifier's exit code; the leg's own report is stored as text and never counts.Instructions.md for Astra, the step prompt in Tools/ClaudeLeg.ts for Claude) and stop the run.User data lives outside the skill: LIFEOS/USER/CUSTOMIZATIONS/SKILLS/ComputerUse/Config.md (deny lists, caps, Focus shortcut names) and .../runs/ (run records). Template: Config.example.md. The public skill ships no app names, hosts, or paths from any installation. First-time setup (accounts, keys, config, a proof it works) is in Setup.md.
ptr (2026-10-06). Small CFNumbers and CFStrings on Apple Silicon are tagged pointers with the high bit set; a ptr return is a double and loses bits, and the next CF call segfaults. WindowBounds.ts declares every CF value return and argument as u64.loginwindow; macos script run and macos vision time out; clicks post without effect. Screenshots and CoreGraphics window frames still work, so a dry check passes while a live run cannot. Check interceptor macos frontmost before any live mission.codex features list says computer_use stable true, but the tool (mcp__cua_repl.js) comes from the app's bundled computer-use@openai-bundled plugin: install the app (codex app), then codex plugin add computer-use@openai-bundled; after that headless codex exec mounts the tool. Without the app the CLI, the interactive TUI, and every config table all show no computer-use tool. Tools/Probe.ts is the check after any codex or app upgrade.~/.codex/AGENTS.md to the model on every spawn (2026-09-07, quoted back verbatim by the model), and neither model_instructions_file nor project_doc_max_bytes=0 stops it. Hooks (~/.codex/hooks.json), memories, and ~/.codex/skills ride along the same way. The runner therefore spawns codex with CODEX_HOME pointed at its own isolated home (ensureCodexHome: links to auth, the plugin cache, and the computer-use client; a minimal config; nothing else), and an invariant refuses a home that has grown an AGENTS.md, hooks, or a user skill. Probe after any codex upgrade: ask the model to quote anything mentioning your system by name; the answer must be NONE. Before the fix, a probe answered as the DA: Run.ts passes features.hooks=false and overrides model_instructions_file with Instructions.md on every spawn (a spawn without that override is not a ComputerUse run), both asserted by Tests/Spawn.test.ts.codex session (choose "Always allow"; the store is not a file I could find, but it persists across processes), then headless runs pass. Each new target app needs this once.grace_seconds (default 20) is still read from Config.md, but the watcher no longer waits on it (Run.ts arming comment, observed 2026-09-07).cua.getApp times out (-10005 timeoutReached) when the target app has zero windows. Give the target a window before the run (open a file into it); a windowless TextEdit process also had to be quit and relaunched.approvals_reviewer = "auto_review" reviews every cua action and can veto one as "unacceptable risk", including a corrective click. A second safety layer worth keeping; write tasks so the first attempt is right (TextEdit: Cmd+Shift+G in the Save dialog, or the typed path becomes an iCloud filename).shortcuts run blocks forever while the Mac is locked (ioreg -n Root -d1 -a → CGSSessionScreenIsLocked), so the runner caps every verifier at 120s and counts a timeout as fail. shortcuts view prints nothing for any shortcut on this OS; prove a shortcut by running it with a nonce input.open <signed .shortcut> produced no import dialog anywhere Interceptor could see (2026-09-05): Shortcuts' AX tree reads empty and macos vision timed out on TCC. Do not assume the "Add Shortcut" click path works on every machine; verify with shortcuts list after import. The one "Add Shortcut" click is bridge-routed Interceptor (interceptor macos find "Add Shortcut" --app Shortcuts, then act), never osascript.bun test from the repo root walks the whole tree and can fail with EMFILE on the preload; run this skill's tests from its own directory: cd skills/ComputerUse && bun test Tests/ (source tree only; tests are not in the release payload). The ISA's Test Strategy rows do exactly that.interceptor macos inspect is the visibility source: isHidden per app. interceptor macos windows lists AX windows even for hidden apps, so it cannot tell hidden from visible. A window on a second display has a negative y; it is still visible.~/Library/DoNotDisturb/ is TCC-protected; you cannot read Focus state from bash. Assert Focus through a Get Current Focus Shortcut, never the DB.Example 1: pixel-only task
User: "Build a shortcut in Shortcuts.app that echoes its input, call it CU Probe Echo"
→ Route: act, no handle → the vision pick for Shortcuts (Astra). Allowlist: Shortcuts. Verifier: `shortcuts run "CU Probe Echo" --input-path /tmp/in.txt | rg -q ping`.
→ Deny scan passes, Focus on, voice line, codex runs, watcher polls, verifier runs, record written, Focus off, voice line.
→ "Done: verifier passed (exit 0). Record: runs/2026-09-05T….json"
Example 2: task with a handle
User: "Click the Publish button on the CMS page"
→ Route: act, has handle (DOM) → Interceptor. Astra is never spawned.
Example 3: verification
User: "Verify the deploy looks right"
→ Route: verify → Interceptor, regardless of anything else.
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按类别或厂商查找并获取网络安全报告,比较威胁、勒索软件、数据泄露、云安全和AI趋势。分析会注明每项数据的厂商、年份及报告,并分别呈现来源间的分歧。
通过三轮分析,对比单个功能或组件的设计需求与整个系统的目标,梳理两者的冲突、合适的实现范围,以及方案是否符合整体方向。
按文章主题寻找格言或引文,按相关程度排序,并附上作者和推荐理由。可添加带出处的引文、按主题研究思想家的言论、整理使用记录,帮助避免重复引用。
按用途选择制作流程,生成博客插图、技术图解、比较图、漫画和图标等视觉内容,并输出供预览的图像。
依据简报和制作标准评估图片、影片、幻灯片及网站页面截图,由视觉评审给出评分和缺陷优先级,支持有限轮次的修改;通过评审后才能交付,并可记录人工评分供后续校准。
按主题、研究领域或论文编号查找 arXiv 论文,并整理标题、作者、摘要和链接;查看新投稿,也可在有内容时获取 AlphaXiv 的人工智能生成概述。