High trust first
Start with higher-trust skills that have stronger source evidence.
Main conclusion
Uses A-grade plus recommended ordering without changing source scores.
Next action
Open the route first, then add 2–3 candidates to Compare.
Collections
Main conclusion: Collections pre-group common candidates so you can skip trial-and-error.
Next step: Open one route page first, then decide whether to expand in Search or jump to Compare.
Collections group common candidates so you can start faster. From any pack, jump to Search for finer filters or Compare before deciding what to install.
Narrow choices by trust, risk, install effort, provenance, and alternatives.
Start with higher-trust skills that have stronger source evidence.
Main conclusion
Uses A-grade plus recommended ordering without changing source scores.
Next action
Open the route first, then add 2–3 candidates to Compare.
Review candidates with fewer risk hints and clearer permissions first.
Main conclusion
Uses existing riskSignals and permissionHints for ordering.
Next action
Open the route first, then add 2–3 candidates to Compare.
Prioritizes skills with install commands or install documentation.
Main conclusion
Combines install readiness with recommended ordering.
Next action
Open the route first, then add 2–3 candidates to Compare.
Prioritizes skills with repository, author, or clear source links.
Main conclusion
Uses official/verified source filters and recommended sorting without inventing provenance.
Next action
Open the route first, then add 2–3 candidates to Compare.
Uses stars or available popularity signals when present.
Main conclusion
Sorts by stars; does not invent popularity where data is missing.
Next action
Open the route first, then add 2–3 candidates to Compare.
Prioritizes skills with similar or alternative candidates for comparison.
Main conclusion
Uses existing related-skill derivation without creating fake links.
Next action
Open the route first, then add 2–3 candidates to Compare.
Find candidates where the author has more related skills.
Main conclusion
Uses the same-author filter to reveal author ecosystems.
Next action
Open the route first, then add 2–3 candidates to Compare.
Start with skills that were updated or synced more recently.
Main conclusion
Sorts by update time using existing timestamp signals.
Next action
Open the route first, then add 2–3 candidates to Compare.