TrendToKnow helps you move from raw AI updates to useful decisions. Start with a live feed, teach the system your interests, subscribe to sources, track topics, generate digests, and explore papers, repositories, benchmarks, and reusable agent skills from one place.
Create an account, describe your AI interests in plain language, then subscribe to sources. The feed broadcaster ranks articles from your sources, boosts matching topics, deduplicates repeated stories, and adds discovery items when useful.
The digest turns your subscribed-source feed into a readable briefing with links back to source articles. It is designed for daily or periodic catch-up when you do not want to scan every item manually.
The Papers tab ranks recent AI papers with the paper-reviewer skill, including score cards for novelty, technical strength, significance, clarity, velocity, and cross-signal evidence. Paper detail pages expose full summaries, PDFs, arXiv links, and code links when available.
Use the Repos tab for high-velocity GitHub projects, Benchmarks for leaderboards and datasets, and Skills for reusable agent workflows. Skill pages show package files, evaluation scores, related skills, and a generator for adapting a skill to your own use case.
The interest collector turns your narrative into topics, entities, and key phrases.
The source recommender matches your interests against source descriptions and top sources.
News, papers, repos, benchmarks, and skills are scored by recency, quality, velocity, and relevance.
Digest and summary agents turn ranked items into briefings, paper reviews, and custom summaries.
