القائمة
Gather the community pulse around AI from forums, social discussion, and technical content creators. Use this skill for the community layer of the NEWSLY weekly pipeline.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Quick-start alias for the NEWSLY pipeline. Trigger this skill when the user says "get news", "get ai news", "run the news pipeline", or wants the simplest possible entrypoint. This skill immediately hands off to `ai_news`.
Master orchestrator for the NEWSLY AI weekly and monthly digest pipeline. Trigger this skill when the user asks for "ai news", "run ai news", "weekly digest", "monthly digest", or any request for a structured AI news roundup. Use this skill as the default entrypoint unless the user explicitly asks to run one sub-skill in isolation.
Gather recent academic AI and ML developments from primary research sources. Use this skill for the research layer of the NEWSLY weekly pipeline. It returns a single structured markdown block covering the most relevant papers, recurring methodological themes, and one under-discussed paper worth closer attention.
Gather recent AI industry developments from model labs, product launches, official API updates, and important open-source tooling releases. Use this skill for the industry layer of the NEWSLY weekly pipeline.
Merge four weekly NEWSLY digests into one higher-order monthly report. Use this skill when all weekly files for a month exist or when the user explicitly forces a monthly synthesis.
Merge the weekly academia, industry, and community blocks into one structured NEWSLY digest. Use this skill after source gathering is complete.
| name | fetch_viral |
| description | Gather the community pulse around AI from forums, social discussion, and technical content creators. Use this skill for the community layer of the NEWSLY weekly pipeline. |
Your job is to capture what the AI community is genuinely excited about, skeptical of, or frustrated by this week. This is the practitioner and observer layer that complements research and industry reporting.
Use high-signal community sources such as:
r/MachineLearning, r/LocalLLaMA,
r/artificial, and r/deeplearningRepresentative queries:
site:news.ycombinator.com AI this week
reddit r/MachineLearning hot this week
reddit r/LocalLLaMA trending this week
Andrej Karpathy latest video
Two Minute Papers latest
AI Explained latest
site:x.com AI researcher thread this week
site:twitter.com AI ML thread this week
Include:
Exclude:
Return one markdown block using exactly this structure:
## Viral & Community Pulse
### HackerNews - What Engineers Are Discussing
| Thread | Comments | Why It Sparked Debate |
|--------|----------|----------------------|
| [Thread title](link) | ~N | 1-sentence core argument |
### Reddit - What Practitioners Are Saying
- **r/[sub]** - [Post title](link): [What the discussion converged on]
### YouTube - Must-Watch This Week
| Creator | Video | Why Watch It |
|---------|-------|--------------|
| [Creator] | [Title](link) | [Who should care and why] |
### Researcher Threads Worth Reading
- **[@handle]** - [What the thread covers](link)
### The Vibe This Week
[3-5 sentences on the actual community mood and tension.]
Parallel scouting by platform is safe. Final synthesis of the community mood is not parallel-safe and should be written by one agent after the platform-specific findings are gathered.