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。
- 判断服务或库是否应拆分
- 比较功能需求与产品方向
- 检查新组件是否符合现有系统
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。
Aggregate several hundred cybersecurity annual reports from CrowdStrike, Mandiant, IBM, Verizon, Microsoft, CISA, OWASP, Wiz, Palo Alto across 19+ categories (threat intel, ransomware, breaches, AppSec, cloud, AI, identity, pentest). Intents: UPDATE, ANALYZE, FETCH. USE WHEN annual reports, threat reports, vendor reports, ransomware trends, breach stats, DBIR, IBM Cost of Breach, threat landscape, CISO report, CVE trends. NOT FOR real-time threat feeds or live CVE lookup.
实测评分 未实测
查看安装方法AnnualReports可按类别或厂商名称搜索多家厂商和公共机构发布的网络安全报告。它可以获取指定报告并保存摘要,更新报告来源目录,也可以综合多份报告,分析威胁、勒索软件、数据泄露、云安全和AI等主题的趋势。分析会为每项数据注明厂商、年份和报告;不同来源的结果不一致时,会分别呈现。
需要集中查找年度报告,或比较多家发布方的勒索软件趋势、数据泄露统计和威胁动向时,可以使用此技能。查找CISO报告、DBIR或IBM Cost of Breach等特定报告时也适用。
此技能不适用于实时威胁信息流或查询刚发布的CVE信息。许多报告的完整PDF需要注册才能获取。报告发布和数据统计之间可能存在时间差,例如2026年版报告可能分析的是2025年的数据。
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 · Anti-criteria · Intent Routing · Tool contract · Data & Config · Gotchas · Examples
Keeps one indexed catalog of several hundred annual cybersecurity reports, fetches the ones that answer a question, and synthesizes trends across vendors with every figure traceable to its source.
Source: awesome-annual-security-reports
Data/sources.json refreshed from the upstream awesome-annual-security-reports GitHub list, and the counts of added and removed reports are reported.Reports/<vendor>/, with a note that most full PDFs need registration, and a listing request returns the reports in the asked category with their direct URLs; a requested fetch that could not be completed is reported as unavailable.The skill is one intent with three modes, UPDATE, ANALYZE and FETCH, each run through a tool in § Tool contract.
| File | Read when |
|---|---|
Setup.md | first install, the optional PREFERENCES.md, proving the tools work |
| Mode | Trigger | Tool |
|---|---|---|
| UPDATE | "update the annual reports", refresh report sources from GitHub | Tools/UpdateSources.ts |
| ANALYZE | "analyze X reports", trends/insights across vendors | Tools/ListSources.ts + content analysis |
| FETCH | "download/fetch report Y", specific vendor report | Tools/FetchReport.ts |
# Update sources from GitHub
bun run ${LIFEOS_SKILL_DIR}/Tools/UpdateSources.ts
# List all sources (no argument prints every category with its current count)
bun run ${LIFEOS_SKILL_DIR}/Tools/ListSources.ts [category]
bun run ${LIFEOS_SKILL_DIR}/Tools/ListSources.ts --search <term> # match vendor or report name
bun run ${LIFEOS_SKILL_DIR}/Tools/ListSources.ts --vendor <name> # every report from one vendor
# Fetch a specific report (vendor and name match as case-insensitive substrings)
bun run ${LIFEOS_SKILL_DIR}/Tools/FetchReport.ts <vendor> <report-name>
bun run ${LIFEOS_SKILL_DIR}/Tools/FetchReport.ts --url <url> # fetch a page not in the catalog
bun run ${LIFEOS_SKILL_DIR}/Tools/FetchReport.ts --list-cached # list summaries already saved under Reports/
Optional user preferences live at <configRoot>/LIFEOS/USER/CUSTOMIZATIONS/SKILLS/AnnualReports/PREFERENCES.md (configRoot is $CLAUDE_CONFIG_DIR when set, else ~/.claude). When it exists, apply it over the defaults; when it does not, the defaults stand. The skill needs no account or secret. First install and the proof commands: Setup.md.
A seed catalog ships with the skill, so ListSources and FetchReport work on a fresh install; UPDATE refreshes it from upstream. If the catalog is deleted, the tools exit with the instruction to run Tools/UpdateSources.ts.
Data/sources.json - All report sources with metadata (ships as a seed, rewritten by Tools/UpdateSources.ts)Reports/ - Downloaded report files (created by Tools/FetchReport.ts on first fetch)Tools/ListSources.ts prints the current ones. The shipped seed (parsed 2026-10-14) holds 492 reports across 21 categories.New reports and Removed reports counts only, and --diff lists only new category keys. Report the counts as printed and never present a list of changed entries the tool did not print.LifeOS-AnnualReports/1.0, plus the contact address from Config.md when set (see Setup.md), so a vendor site can see who is fetching.User: "Update the annual reports"
→ UPDATE
→ Data/sources.json matches the upstream README, and the counts of added and removed reports are reported
User: "What threat reports are available?"
→ FETCH listing
→ The Global Threat Intelligence category's reports, each with its vendor and direct URL
User: "Analyze ransomware reports"
→ ANALYZE
→ A cross-vendor trend analysis where every figure names its vendor, year and report, and the vendors left out are named
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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。
用代码断言或校准后的模型评审来评估提示词、模型和智能体,并比较多轮试验或A/B结果。报告可靠性指标,也可将主观判断拆成结构化问题和评估流程。