{"id":"staleness-workflow","text":"Staleness workflow: run check-stale after source material changes → review flagged beliefs → retract or update beliefs whose sources invalidate them → let retraction cascades propagate to dependents. This keeps the belief network aligned with current reality","truth_value":"IN","source":"repo:beliefs-pi/CLAUDE.md","source_url":"","source_hash":"","justifications":[{"type":"SL","antecedents":["staleness-detection","retraction-cascade"],"outlist":[],"label":""}],"dependents":[],"metadata":{"last_reviewed":"2026-05-29T17:30:21","review_result":"pass"},"created_at":"","updated_at":"","reviewed_at":"","verified_at":"","retracted_at":"","explanation":{"steps":[{"node":"staleness-workflow","truth_value":"IN","reason":"SL justification valid","antecedents":["staleness-detection","retraction-cascade"],"label":""},{"node":"staleness-detection","truth_value":"IN","reason":"SL justification valid","antecedents":["frame-problem","eem-external"],"label":""},{"node":"frame-problem","truth_value":"IN","reason":"premise"},{"node":"eem-external","truth_value":"IN","reason":"premise"},{"node":"retraction-cascade","truth_value":"IN","reason":"SL justification valid","antecedents":["sl-justification"],"label":""},{"node":"sl-justification","truth_value":"IN","reason":"SL justification valid","antecedents":["ftl-reasons-is-tms"],"label":""},{"node":"ftl-reasons-is-tms","truth_value":"IN","reason":"SL justification valid","antecedents":["tms-doyle-1979"],"label":""},{"node":"tms-doyle-1979","truth_value":"IN","reason":"premise"}]}}