About this skill

Problem Solved

AI news is scattered across multiple English and Chinese RSS feeds, where duplicate coverage, unclear importance, and fragmented layouts make scanning difficult. winson-ai-pioneer-herald-skill targets engineers and technical readers by aggregating, cleaning, and structuring AI industry updates into a disciplined briefing rather than a noisy feed.

How It Works

When triggered with commands like “导报”, the skill reads built-in RSS sources, extracts titles, summaries, publication times, and origins, then merges duplicates using semantic similarity and assigns importance weights. It renders the output in the Iron visual system with sections for Headlines, AI Frontiers, Industry Updates, Security Risks, and Briefs. Optional parameters allow time ranges, topic filters, and result limits, such as “past 12 hours”, “security only”, or “Top 10”.

Boundaries

The current version depends on the built-in RSS list; Unite.AI and BD Tech Talks have been removed. Email subscription and RSS output remain reserved interfaces. Semantic deduplication and scoring are heuristic, so coverage and ranking can be affected by source quality. The fixed Iron style may not fit teams that require custom branding or highly decorative layouts.

Screenshots

Use Cases

Tech leads need to review AI financing, model releases, and security incidents from the past 12 hours before morning meetings.
Researchers need to deduplicate overlapping RSS coverage and compare English and Chinese summaries of the same model release.
Security engineers need to isolate AI vulnerabilities, hijacking cases, and incidents into a reviewable risk list.
Product owners need to compress weekly AI industry updates into a Top 10 brief for executive decisions.

Best For

Tech leads: need a fast pre-meeting view of AI funding, launches, and security incidents.
Researchers: need deduplicated multi-source coverage and comparable summaries of the same event.
Security engineers: need isolated AI vulnerabilities and hijacking incidents for a risk checklist.
Product owners: need scattered AI industry updates consolidated into a Top 10 decision brief.