{"slug":"shepherd","name":"Shepherd","kind":"tool","deliveryMethods":["tool"],"kindLabel":"Tool","grade":"B","score":72,"tagline":"Records agent runs as reversible, inspectable execution traces whose outputs are reviewed before they are applied or discarded","description":"Records agent runs as reversible, inspectable execution traces whose outputs are reviewed before they are applied or discarded","tags":["sandbox","agent-builder","reversible-execution","meta-agent","runtime-supervision"],"url":"https://way.space/tool/shepherd","stars":"—","category":"coding","categories":["coding"],"repo":"https://github.com/shepherd-agents/shepherd","website":"https://shepherd-agents.ai/","license":"MIT","maintainers":[{"login":"shepherd-agents","url":"https://github.com/shepherd-agents","isMember":false,"verified":false},{"login":"dcx","url":"https://github.com/dcx","isMember":false,"verified":false},{"login":"ananjan-nandi-9","url":"https://github.com/ananjan-nandi-9","isMember":false,"verified":false}],"scoreWhy":[{"label":"Contributors & bus-factor","detail":"5 recent contributors — concentrated","direction":"positive"},{"label":"Commit recency","detail":"last commit 1d ago","direction":"positive"},{"label":"Commit cadence","detail":"126 commits in 90 days","direction":"positive"},{"label":"Issue close ratio","detail":"11% of issues closed","direction":"positive"},{"label":"Release cadence","detail":"5 releases in 12 months","direction":"positive"},{"label":"Stars (log-damped)","detail":"2,404 stars (log-damped)","direction":"positive"},{"label":"Star authenticity","detail":"star-velocity check unavailable — GitHub no longer publishes stargazer timestamps for this repo","direction":"neutral"},{"label":"Engagement-to-star ratio","detail":"low engagement (0.11 per star) — possible inflated stars","direction":"negative"}]}