{"site":"pluralsight.com","task":"education.manage_subscription","available":true,"recipe":{"uri":"recipe://pluralsight.com/education.manage_subscription/public-preflight-v1","version":1,"status":"active","agent_class":"browser_agent_user_present","summary":"Public course library and pricing; subscription management and cancellation in account settings. Requires login for billing.","steps":[{"order":1,"instruction":"Open the documented public path for Pluralsight: Public course library and pricing; subscription management and cancellation in account settings. Requires login for billing.","evidence_gate":"Public source or help surface is visible."},{"order":2,"instruction":"Check the listed blockers and policy constraints before entering account, payment, booking, or cancellation state.","evidence_gate":"login_required, policy_parseable"},{"order":3,"instruction":"Stop before any irreversible or user-sensitive action and ask for explicit approval.","evidence_gate":"User approval is captured before final action."}],"guards":["Keep the user present for any login, identity verification, or payment step.","Provide informational workflow guidance only, not education or admissions advice."],"success_signals":["Plan/renewal status retrieved","Cancellation confirmed"],"expires_at":"2026-06-18T02:28:12.618Z"},"known_blockers":["login_required","navigation_failed"],"confidence":{"score":0.17,"level":"low","sample_size":4,"rationale":"Confidence reflects 0.92 effective weight, Wilson bounds 0.097691-0.981102, and Beta posterior mean 0.564217."},"freshness":{"updated_at":"2026-06-17T02:28:12.618Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":4,"source_tiers":["public_web_observation"],"evidence_ids":["top100-education-20-pluralsightcom-educationmanage-subscription","loop-1781008678206-pluralsight-com-education-manage-subscription","loop-1781005799260-pluralsight-com-education-manage-subscription"],"latest_evidence_id":"top100-education-20-pluralsightcom-educationmanage-subscription","notes":["Catalog/pricing public; billing actions require login.","Source: https://www.pluralsight.com/"]},"trust":{"score":0.38,"level":"low","reporter_count":1,"deduplicated_evidence_count":2,"quarantined_count":0,"rationale":"Trust is based on 2 deduplicated trusted runs from 1 reporter."},"recommended_actions":[{"priority":"medium","actor":"agent","action":"Keep the user present for any login, identity verification, or payment step.","expected_impact":"Keeps the agent inside documented, reversible, user-approved boundaries."}]}