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+# last30days AI Research Tool — 原始研究数据
+
+> 生成时间：2026-03-30
+> 数据范围：2026-02-28 至 2026-03-30（过去30天）
+> 主题：last30days AI research tool
+> 模型：OpenAI GPT-5.2 / xAI Grok-4-1-fast
+
+---
+
+## Reddit 热门讨论（90条帖子）
+
+### R1 (score:78) — r/popculturechat
+**This is a celebrity scandal from Germany that deserves international attention**
+- 评分：18311👍 | 916💬
+- 链接：https://www.reddit.com/r/popculturechat/comments/1ryqtw2/this_is_a_celebrity_scandal_from_germany_that/
+- 热评："sincerely what the fuck" (8823 upvotes)
+
+### R7 (score:69) — r/ClaudeAI
+**Anthropic's research proves AI coding tools are secretly making developers worse**
+- 评分：1583👍 | 245💬
+- 链接：https://www.reddit.com/r/ClaudeAI/comments/1rzmfyd/anthropics_research_proves_ai_coding_tools_are/
+
+### R8 (score:69) — r/singularity
+**OpenAI research team reveals its models go insane when given repetitive tasks**
+- 评分：1405👍 | 252💬
+- 链接：https://www.reddit.com/r/singularity/comments/1rzg4lk/openai_research_team_reveals_its_models_go_insane/
+
+### R15 (score:68) — r/ArtificialInteligence
+**I tested what happens when you give an AI coding agent access to 2 million research papers**
+- 评分：130👍 | 43💬
+- 链接：https://www.reddit.com/r/ArtificialInteligence/comments/1s6bavl/i_tested_what_happens_when_you_give_an_ai_coding/
+
+### R10 (score:67) — r/ArtificialInteligence
+**Wharton researchers just proved why "just review the AI output" doesn't work**
+- 评分：477👍 | 135💬
+- 链接：https://www.reddit.com/r/ArtificialInteligence/comments/1s154ig/wharton_researchers_just_proved_why_just_review/
+
+### R14 (score:65) — r/PromptEngineering
+**i tested 47 AI tools in 90 days. here's the honest tier list nobody writes**
+- 评分：158👍 | 70💬
+- 链接：https://www.reddit.com/r/PromptEngineering/comments/1s2r59p/i_tested_47_ai_tools_in_90_days_heres_the_honest/
+
+### R21 (score:64) — r/techforlife
+**What AI tools are you actually using daily right now?**
+- 评分：69👍 | 46💬
+- 链接：https://www.reddit.com/r/techforlife/comments/1s2hpb1/what_ai_tools_are_you_actually_using_daily_right/
+
+### R23 (score:62) — r/AIToolsAndTips
+**What are the most actually useful Ai tools you use daily?**
+- 评分：26👍 | 57💬
+- 链接：https://www.reddit.com/r/AIToolsAndTips/comments/1s207ta/what_are_the_most_actually_useful_ai_tools_you/
+
+### R4 (score:62) — r/PromptEngineering
+**Google has been releasing a bunch of free AI tools outside of the main Gemini app. Most are buried in Google Labs**
+- 评分：2649👍 | 159💬
+- 链接：https://www.reddit.com/r/PromptEngineering/comments/1rpueo8/google_has_been_releasing_a_bunch_of_free_ai/
+- 热评含链接：
+  - Learn your way: https://learnyourway.withgoogle.com/
+  - Lumiere: https://lumiere-video.github.io
+  - Whisk: https://labs.go...
+
+### R11 (score:61) — r/PromptEngineering
+**Google's NotebookLM is still the most slept-on free AI tool in 2026 and i don't get why**
+- 评分：458👍 | 81💬
+- 链接：https://www.reddit.com/r/PromptEngineering/comments/1rvhlf3/googles_notebooklm_is_still_the_most_slepton_free/
+
+### R5 (score:61) — r/tifu
+**TIFU by nailing my first professional interview but instantly ruining it when the hiring manager asked about salary**
+- 评分：2471👍 | 268💬
+- 链接：https://www.reddit.com/r/tifu/comments/1rmwldm/tifu_by_nailing_my_first_professional_interview/
+- 热评："What did your mom say?" (3356 upvotes)
+
+### R13 (score:60) — r/PromptEngineering
+**The free AI stack i use to run my entire workflow in 2026 (no paid tools, no subscriptions)**
+- 评分：173👍 | 30💬
+- 链接：https://www.reddit.com/r/PromptEngineering/comments/1rxbq27/the_free_ai_stack_i_use_to_run_my_entire_workflow/
+
+### R16 (score:59) — r/ArtificialInteligence
+**I tested 40+ AI tools this month. Here are 5 that are actually worth your time**
+- 评分：121👍 | 67💬
+- 链接：https://www.reddit.com/r/ArtificialInteligence/comments/1rw7hth/i_tested_40_ai_tools_this_month_here_are_5_that/
+
+### R2 (score:59) — r/ChatGPT
+**And so…**
+- 评分：5691👍 | 151💬
+- 链接：https://www.reddit.com/r/ChatGPT/comments/1rl99ca/and_so/
+- 热评："Also ChatGPT: 'You're not crazy. You're solution-oriented. And that's rare.'" (396 upvotes)
+
+### R20 (score:58) — r/BlackboxAI_
+**Anthropic just dropped 'Code Review' tool to check the flood of AI-generated code**
+- 评分：72👍 | 57💬
+- 链接：https://www.reddit.com/r/BlackboxAI_/comments/1rvvir1/anthropic_just_dropped_code_review_tool_to_check/
+
+---
+
+## X (Twitter) 热门推文（20条）
+
+### X6 (score:82) @socialwithaayan — 2026-03-29
+**This open-source AI skill just replaced hours of manual research for thousands of developers. It is called last30days-skill**
+- 👍33 | 🔁11
+- 链接：https://x.com/socialwithaayan/status/2038247173654213105
+
+### X13 (score:76) @HuaxiuYaoML — 2026-03-15
+**Everyone's excited about Karpathy's autoresearch... Meet AutoResearchClaw: one message in, full conference paper out**
+- 👍1475 | 🔁203
+- 链接：https://x.com/HuaxiuYaoML/status/2033038170653405308
+
+### X4 (score:73) @RoyAmal — 2026-03-25
+**most AI answers are outdated. this fixes that. it's a skill that researches what's happening right now... /last30days [topic]**
+- 链接：https://x.com/RoyAmal/status/2036827050691211636
+
+### X20 (score:72) @newlinedotco — 2026-03-27
+**If you're diving into AI content creation, /last30days helps with prompt research**
+- 链接：https://x.com/newlinedotco/status/2037379808313610469
+
+### X14 (score:71) @godofprompt — 2026-03-11
+**BREAKING: Perplexity Computer just became the most dangerous tool on a public market desk**
+- 👍922 | 🔁113
+- 链接：https://x.com/godofprompt/status/2031785580678516850
+
+### X11 (score:70) @milesdeutscher — 2026-03-15
+**Perplexity Computer is fast becoming my most-used AI agent for research**
+- 👍383 | 🔁22
+- 链接：https://x.com/milesdeutscher/status/2033241180624867574
+
+### X19 (score:69) @MindBranches — 2026-03-22
+**How to Master AI in 30 Days (The Exact Roadmap)**
+- 👍823 | 🔁117
+- 链接：https://x.com/MindBranches/status/2035530753598017680
+
+### X3 (score:68) @Nikokow — 2026-03-27
+**last30days is an AI agent skill that researches any topic using only the past 30 days of data**
+- 链接：https://x.com/Nikokow/status/2037461628527009840
+
+### X12 (score:68) @ellen_in_sf — 2026-03-13
+**I only started doing AI research 9 months ago... I built autoresearch-gen**
+- 👍691 | 🔁65
+- 链接：https://x.com/ellen_in_sf/status/2032538112971444436
+
+### X7 (score:67) @AI_Aravind — 2026-03-28
+**The last30days skill turns 30 days of web chatter into a grounded briefing**
+- 链接：https://x.com/AI_Aravind/status/2037749979276890450
+
+### X1 (score:67) @newlinedotco — 2026-03-27
+**I just stumbled upon an AI research tool that keeps you updated with the latest discussions across multiple platforms. It's called /last30days**
+- 🔁1
+- 链接：https://x.com/newlinedotco/status/2037379661747921352
+
+### X9 (score:67) @sunsetsyntax — 2026-03-26
+**Tired of AI research that's full of hallucinations and outdated info? Meet last30days**
+- 链接：https://x.com/sunsetsyntax/status/2037101457166508369
+
+### X2 (score:67) @f_aswadi — 2026-03-05
+**جوجل لم يعد كافياً للمطورين... /last30days by Matt Van Horn**
+- 👍236 | 🔁19
+- 链接：https://x.com/f_aswadi/status/2029667349343686999
+
+### X10 (score:65) @davemorin — 2026-03-05
+**This AI research tool @mvanhorn built is really good. I use it every day**
+- 👍193 | 🔁15
+- 链接：https://x.com/davemorin/status/2029438897479176381
+
+### X8 (score:64) @AI_Tools01 — 2026-03-28
+**GitHub Trending: last30days-skill - AI Research Tool (11.9k⭐)**
+- 链接：https://x.com/AI_Tools01/status/2037722016758050823
+
+---
+
+## YouTube 热门视频（8条，5条有字幕）
+
+### qb90PPbAWz4 — Greg Isenberg（2026-03-11）
+**Karpathy's "autoresearch" broke the internet**
+- 👁️81,063 views | 👍2,100
+- 链接：https://www.youtube.com/watch?v=qb90PPbAWz4
+- 字幕摘要：Andre Karpathy, one of the godfathers of AI, launched "auto research" and it's going viral on Twitter
+
+### fKjOKFpJYwI — biomedical analysis（2026-03-20）
+**I Tried 100 AI Tools… These 5 Are All You Need**
+- 👁️56 views | 👍0
+- 链接：https://www.youtube.com/watch?v=fKjOKFpJYwI
+
+### HmwYja4ob8w — AutoContent API（2026-03-06）
+**Codex Security Research Preview: AI Agent Slashes Alert Noise 84% and Finds 792 Critical Flaws**
+- 👁️185 views | 👍3
+- 链接：https://www.youtube.com/watch?v=HmwYja4ob8w
+- 字幕摘要：Major development in application security - AI agent that can fundamentally change how developers and security teams work
+
+### -7Bnab8I0g8 — Naveed Ganatra（2026-03-09）
+**Google Search Console AI Tool Explained (2026) | New AI Feature for SEO Analysis & GSC Reports**
+- 👁️37 views | 👍0
+- 链接：https://www.youtube.com/watch?v=-7Bnab8I0g8
+
+### 4czkIAU1HVk — Artificial Intelligence Tools for Academics（2026-03-19）
+**Artificial Intelligence Is Replacing Jobs Right Now. Here's What Nobody Tells You**
+- 👁️126 views | 👍3
+- 链接：https://www.youtube.com/watch?v=4czkIAU1HVk
+
+### GdjH6sPT1LQ — Dr. Alvaro Cintas（2026-03-06）
+**7 Secret Google AI Tools That Are 100% FREE (Destroys All Paid Alternatives)**
+- 👁️259 views | 👍16
+- 链接：https://www.youtube.com/watch?v=GdjH6sPT1LQ
+- 字幕摘要：Spent the last month testing every free AI tool Google has released - genuinely shocked these are free and better than apps costing $20-50/month
+
+### yxFK-S_WZvY — Build With AI（2026-03-26）
+**Trending Github: last30days, fast whisper, geosentinel, feynman, tscircuit, geoai, modly (Ep. #10)**
+- 👁️93 views | 👍3
+- 链接：https://www.youtube.com/watch?v=yxFK-S_WZvY
+
+### 66-OQIukmR8 — Build With AI（2026-03-24）
+**Trending Github: DeepCamera, MoneyPrinterTurbo, deer-flow, supermemory, editor, & more**
+- 👁️135 views | 👍3
+- 链接：https://www.youtube.com/watch?v=66-OQIukmR8
+- 字幕摘要：12 rising AI and tech projects on GitHub - Deep Camera turns home/office security cameras into local AI guard
+
+---
+
+## TikTok 热门视频（10条）
+
+### TK3 (score:66) @future.with.ai98 — 2026-03-26
+**Most people use OpenClaw wrong 👀 With the Last 30 Days skill**
+- 👁️2,632 views | 👍77
+- 链接：https://www.tiktok.com/@future.with.ai98/video/7621441910820932871
+- 标签：#ai #openclaw #claude #aiagents #juliangoldie
+
+### TK2 (score:65) @rtctutorials — 2026-03-12
+**This AI Tool Just Made Research Papers 10x Easier**
+- 👁️4,172 views | 👍128
+- 链接：https://www.tiktok.com/@rtctutorials/video/7616358708800490772
+- 标签：#reseaai #AI #aitools #Humanizer #BuildWithAI
+
+### TK1 (score:64) @taki.gpt — 2026-03-14
+**Every day AI changes - here's how I keep up without newsletters, Twitter, or YouTube recaps**
+- 👁️22,895 views | 👍885
+- 链接：https://www.tiktok.com/@taki.gpt/video/7616923581003386128
+- 标签：#claude #ai #news #productivity #aiagent
+
+### TK4 (score:64) @mikemeansbusiness.ai — 2026-03-14
+**Staying ahead in AI doesn't mean drowning in newsletters or burning hours scrolling**
+- 👁️1,436 views | 👍61
+- 链接：https://www.tiktok.com/@mikemeansbusiness.ai/video/7616916372055985430
+- 标签：#ai #aitools #claudecode #automation #productivity
+
+### TK8 (score:63) @jgoldieseo — 2026-03-28
+**Your AI agent can now monitor Reddit for breaking trends automatically**
+- 👁️115 views | 👍6
+- 链接：https://www.tiktok.com/@jgoldieseo/video/7622139337064336654
+- 标签：#claudeai #openclaw #aiworkflow #automation #aitools
+
+### TK9 (score:55) @products.that.wor7 — 2026-03-30
+**Stop spending Sunday nights planning content. AI prompt built a full 30-day content calendar in 10 seconds**
+- 👁️115 views | 👍2
+- 链接：https://www.tiktok.com/@products.that.wor7/video/7622857878260518174
+- 标签：#contentcalendar #socialmediatips #aitools #smallbusiness #chatgpt
+
+### TK7 (score:54) @futurecodex_ — 2026-03-28
+**I tested 15 free AI tools for 30 days Pro: It cites sources, so I stopped fact-checking everything twice**
+- 👁️130 views | 👍3
+- 链接：https://www.tiktok.com/@futurecodex_/video/7622272570317999373
+- 标签：#AITools #TikTokTech #FutureCodex #LearnOnTikTok #AITips #Productivity
+
+### TK6 (score:53) @ananya.chadha1 — 2026-03-17
+**Claude AI made my 30-day content plan in under 5 mins 🤯**
+- 👁️229 views | 👍30
+- 链接：https://www.tiktok.com/@ananya.chadha1/video/7618110742818000145
+- 标签：#claudeai #contentcreator #contentplan #aitools #creatortips
+
+### TK5 (score:42) @futurecodex_ — 2026-03-28
+**ChatGPT vs Claude for writing — the winner shocked me**
+- 👁️236 views | 👍5
+- 链接：https://www.tiktok.com/@futurecodex_/video/7622324775360269581
+- 标签：#AITools #TikTokTech #FutureCodex #LearnOnTikTok #AITips
+
+### TK10 (score:31) @herbertowens4 — 2026-03-11
+**THE SCIENTIST BUNDLE - 30-Day AI Roadmap + Master Prompt Library**
+- 👁️94 views | 👍1
+- 链接：https://www.tiktok.com/@herbertowens4/video/7615856929117605134
+- 标签：#AI #Roadmap #Scientist #AIgenerated
+
+---
+
+## Polymarket 预测市场（8个相关市场）
+
+### PM5 — Which company has the best AI model end of March 2026?
+- 交易量：$10.5M | 流动性：$2.3M
+- 结果：Anthropic 100%
+- 链接：https://polymarket.com/event/which-company-has-the-best-ai-model-end-of-march-751
+
+### PM3 — Will xAI have the best AI model at the end of June 2026?
+- 交易量：$1.8M | 流动性：$452K
+- 结果：Anthropic 66% | Google 24% | OpenAI 8%
+- 较上周：↓4.0%
+- 链接：https://polymarket.com/event/which-company-has-best-ai-model-end-of-june
+
+### PM6 — Will DeepSeek have the best AI model at the end of April 2026?
+- 交易量：$2.7M | 流动性：$451K
+- 结果：Anthropic 90% | Google 4% | OpenAI 2%
+- 链接：https://polymarket.com/event/which-company-has-the-best-ai-model-end-of-april
+
+### PM2 — Will xAI have a #1 AI model by June 30?
+- 交易量：$728K | 流动性：$74K
+- 结果：OpenAI 30% | xAI 15% | Alibaba 10%
+- 较上月：↓15.0%
+- 链接：https://polymarket.com/event/which-companies-will-have-a-1-ai-model-by-june-30
+
+### PM7 — Will DeepSeek have the best AI model for coding on March 31?
+- 交易量：$607K | 流动性：$170K
+- 结果：OpenAI 99% | Anthropic 1%
+- 较上周：↑1.2%
+- 链接：https://polymarket.com/event/which-company-will-have-the-best-ai-model-for-coding-on-march-31
+
+### PM4 — Will Google have the best AI model for math on March 31?
+- 交易量：$343K | 流动性：$62K
+- 结果：OpenAI 100%
+- 较上周：↓8.5%
+- 链接：https://polymarket.com/event/which-company-has-the-best-ai-model-for-math-on-march-31
+
+### PM9 — Will Mistral have the top AI model at the end of March 2026?
+- 交易量：$929K | 流动性：$112K
+- 结果：Anthropic 98% | xAI 1%
+- 链接：https://polymarket.com/event/which-company-has-the-top-ai-model-end-of-march-style-control-on
+
+### PM15 — Will Big AI be out as #1 Free App in US Apple Store by April 15?
+- 交易量：$887 | 流动性：$6K
+- 链接：https://polymarket.com/event/big-ai-out-as-1-free-app-in-the-us-apple-app-store-by-426
+
+---
+
+## 数据统计
+
+- ✅ Reddit：90 条帖子
+- ✅ X：20 条推文
+- ✅ YouTube：8 条视频（5条有字幕）
+- ✅ TikTok：10 条视频（5条有字幕）
+- ❌ Instagram：获取失败
+- ✅ Polymarket：8 个相关市场
+- 🌐 Web：见上方搜索结果
+
+---
+
+## 相关资源链接
+
+- GitHub：https://github.com/mvanhorn/last30days-skill
+- Smithery：https://smithery.ai/skills/openclaw/last30days
+- VoltAgent Awesome List：https://github.com/VoltAgent/awesome-openclaw-skills
+
+---
+
+*本文件由星辉自动生成并保存（原始数据未经摘要处理）*