Total downloads
Determines the overall order and reflects long-term public adoption.
Open methodology
How Rankings Work
Every published position comes from reproducible public signals. There are no manual score adjustments, paid placements, or private reviewer ratings.
Live ranking rule
Overall Rank = descending public ClawHub download countMomentum rank, stars, active installs, and freshness remain visible as separate signals. Agent Skills List does not hide them inside an opaque score.
RankTotal downloads
ShownCurrent momentum
ShownCommunity stars
ShownMaintenance date
Fully automated
What is live today
A scheduled Cloudflare Worker reads eligible public ClawHub records every day, validates the result, stores current data in D1, and keeps raw snapshots in R2. Seven- and thirty-day comparisons appear only after enough daily history exists; history is never invented.
Recent momentum
Uses the source platform’s current trending order while independent daily history accumulates.
Community interest
Public stars and engagement are displayed independently so users can compare signals directly.
Maintenance activity
The source update date is shown without a manual quality adjustment.
Automatic picks
The first eligible leader from up to six distinct categories is selected deterministically.
Automatic safeguards
Popular does not mean safe.
- Incomplete sync results are rejected automatically
- New skills need multiple snapshots for growth claims
- Records are deduplicated by their public slug
- Hidden or suspicious source records are excluded
- Sponsored listings never enter organic ranks
- Unresolvable new records are quarantined automatically