Without a route record
Skill edits can become prompt drift when they skip evals, shadow mode, approval, or versioned rollback.Operational route
Skill evolution
Turn repeated run lessons into candidate skill improvements with evals, shadow runs, human promotion, and rollback state.
Page evidence
- Reflectrun lesson
- Proposecandidate change
- Evaluatepositive + negative cases
- Shadowhistorical traces
- Promotehuman approval
- Rollbackversioned snapshot
Route comparison
Same job. A visible operating record.
With Guild Stack
Guild Stack routes improvements through proposals, paired evals, flip reports, shadow mode, promotion gates, and versioned rollback.Route stops
Request to verified result.
- 01
Reflect
Learning checkpoints and reflections identify candidate improvements.
- 02
Evaluate
Current and proposed behavior are compared with positive and negative cases.
- 03
Shadow
Proposed behavior is tested against historical traces without changing live routing.
- 04
Promote or archive
Human approval gates promotion; rejected candidates remain useful evidence.
Receipts
What the route leaves behind.
- 01 Path
.guild/reflections/RoleCandidate improvements from run evidence.
- 02 Path
.guild/evolve/<run-id>/evals.jsonRoleWorking eval set.
- 03 Path
flip-report.mdRoleBehavior flips, regressions, and fixes.
- 04 Path
.guild/skill-versions/RoleVersioned rollback snapshots.
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