{"site":"wyzant.com","task":"education.book_tutor","available":true,"recipe":{"uri":"recipe://wyzant.com/education.book_tutor/public-preflight-v1","version":1,"status":"active","agent_class":"browser_agent_user_present","summary":"Browse tutors by subject/price/rating (public) -> message/book -> pay; booking and messaging require an account.","steps":[{"order":1,"instruction":"Open the documented public path for Wyzant: Browse tutors by subject/price/rating (public) -> message/book -> pay; booking and messaging require an account.","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.","Respect academic-integrity policies; never complete graded work or assessments on a student's behalf.","Tutoring must support learning, not complete graded work.","Provide informational workflow guidance only, not education or admissions advice."],"success_signals":["Tutor shortlist by subject","Booking/lesson confirmation"],"expires_at":"2026-06-10T05:47:58.372Z"},"known_blockers":["login_required"],"confidence":{"score":0.31,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.145518-0.991861, and Beta posterior mean 0.610164."},"freshness":{"updated_at":"2026-06-09T05:47:58.372Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["top100-education-41-wyzantcom-educationbook-tutor"],"latest_evidence_id":"top100-education-41-wyzantcom-educationbook-tutor","notes":["Tutor listings are public; booking is account-gated.","Source: https://www.wyzant.com/","Source: https://www.wyzant.com/howitworks/students"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"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."}]}