Lightdrift
Freemium
AI agents requiring licensed images
The average read-later list is a graveyard — saved with intention, opened never, eventually nuked and restarted on the next tool. Skiml is built on the premise that the problem was never saving; it was resolving.
Skiml attaches a browser extension to any article, video, or PDF and generates what it calls an action brief — not a plain summary, but a structured output covering relevance, estimated read time, and a verdict on whether the piece is worth your full attention. A card-based triage mode lets you swipe through your backlog and act on each item in seconds. A daily digest surfaces a ranked five-item brief each morning. The workflow is one-shot per item: save, auto-brief, triage. There are no agents running in the background, no autonomous follow-up steps — it answers three questions per piece and stops. If your work requires tracking how a story evolves across multiple sources over time, that loop is yours to close manually.
Bottom line: Pick this if you have 200+ unread saves and need to stop lying to yourself about reading them; reconsider if your research workflow requires deep cross-source synthesis or annotation that travels with the original text.
For clearing your everyday pile.
For people who read to act.
Back skiml early, keep it for life.
View full pricing on skiml.io →
Pricing may have changed since last verified. Check the official site for current plans.
Find your fit
More options in Research & AI Search. Compare pricing, platforms, and features side by side.
Freemium
AI agents requiring licensed images
Free · Open source
Researchers working on computational explanations of phenomena
Skiml is a read-later resolution tool built around a Chrome extension. The core workflow is four steps: save a page with the extension, receive a generated action brief in the background, triage the resulting card in a dashboard, and mark the item resolved. The action brief format — three bullets, one verdict, one minute of reading — is designed to answer whether the saved item is still relevant, whether it warrants full reading, and what the takeaway is if you do not. A daily digest delivers a ranked five-item morning brief of recently saved content.
The differentiating feature is the triage card interface. Rather than presenting a passive reading list, Skiml stacks saves as swipeable cards with three explicit exit paths: skip, read, or save the takeaway. The vendor frames this as ‘resolving’ rather than ‘reading,’ which is the actual behavioral problem every Pocket-style tool before it failed to address. A confidence score and original read-time estimate appear before you commit to opening the source — so the decision to skip is as deliberate as the decision to read.
Skiml fits a specific user profile: someone whose backlog has grown past the point where they believe they will ever read it, and who needs a defensible triage workflow rather than better highlighting tools. It does not fit teams doing annotation-heavy research, anyone who needs their takeaways to sync back into a knowledge base like Notion or Obsidian, or workflows where the original source formatting and inline highlights are required artifacts. There is no self-hosted option and no API listed in the public docs, which closes the door on any programmatic integration with external productivity stacks.
Sign in to rate this tool or suggest an edit.