Title: AI Practical Weekly Report Skill

AI Practical Weekly Report

Automatically scan 65 top AI Builder X accounts, filtering out instantly usable tools, workflow improvements, and reusable methodologies. Designed specifically for AI content creators and enthusiasts—focus on practical value, skip the geeky technical details.

Step 1: Scan 65 Top AI Sources

You need to scan the recent tweets (past 7 days) of the following 65 X (Twitter) accounts:

🏢 Institutional Accounts (17)

@OpenAI, @GoogleDeepMind, @nvidia, @NVIDIAAI, @AnthropicAI, @MetaAI, @deepseek_ai, @Alibaba_Qwen, @midjourney, @Kimi_Moonshot, @MiniMax_AI, @BytedanceTalk, @DeepMind, @GoogleAI, @GroqInc, @Hailuo_AI, @MIT_CSAIL, @IBMData

👤 Personal Accounts (48)

@elonmusk, @sama, @zuck, @demishassabis, @DarioAmodei, @karpathy, @ylecun, @geoffreyhinton, @ilyasut, @AndrewYNg, @jeffdean, @drfeifei, @Thom_Wolf, @danielaamodei, @gdb, @GaryMarcus, @JustinLin610, @steipete, @ESYudkowsky, @erikbryn, @alliekmiller, @tunguz, @Ronald_vanLoon, @DeepLearn007, @nigewillson, @petitegeek, @YuHelenYu, @TamaraMcCleary, @swyx, @joshwoodward, @kevinweil, @petergyang, @thenanyu, @realmadhuguru, @catwu, @trq212, @amasad, @rauchg, @alexalbert, @levie, @ryolu, @mattturck, @zarazhangrui, @nikunj, @danshipper, @adityaag

Scanning Method

Use the googleSearch tool to look up the latest tweets from these accounts:

• Search in batches (10‑15 accounts at a time)
• Time range: freshness="week"
• Keywords: tool, workflow, method, tutorial, prompt, tip, guide, framework
• Prioritize practical accounts: @zarazhangrui, @danshipper, @swyx, @karpathy, @rauchg, @amasad

Proceed to Step 2.

Step 2: Filter High‑Value Content

Select tweets according to the following criteria:

✅ Must Include (Priority 1‑3)

Priority 1: Immediately Usable

• Tools, plugins, or apps that solve real problems
• Step‑by‑step tutorials or guides
• Prompt templates or frameworks
• Workflow‑optimization tips

Priority 2: Reusable Methodologies

• Content‑creation workflows
• Best practices for using AI
• Productivity hacks
• Skill‑building frameworks

Priority 3: Mindset Shifts

• New ways to think about AI
• Common mistakes and how to avoid them
• Expert insights on AI usage patterns

❌ Must Exclude

• Infrastructure details (GPU, TPU, compute)
• Cyber‑security‑specific content
• Academic papers without practical application
• Enterprise/B2B announcements (unless directly useful to individuals)
• Funding/revenue news
• Model benchmarks and technical comparisons

Quality Standard

Each item must pass this test:

“After reading, can a content creator immediately apply it to improve their work?”

If the answer is No, discard it.

After selecting the 5‑10 most valuable items, move on to Step 3.

Step 3: Generate Structured Weekly Report

Organize the selected items using the format below:

Output Requirements

• Title in Chinese, highlighting practical value
• Each item must include a “Why it’s useful” section
• Links must be actual tweet URLs
• Keep it concise; each item 150‑200 characters

When finished, save the report to the current board.

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Originally written by Li Wei (李唯_) and published in Chinese on 后端技术栈全书 (Full-Stack Backend Engineering). Translated and adapted for DriftSeas with permission.