{"site":"d2l.com","task":"education.use_brightspace_lms","available":true,"recipe":{"uri":"recipe://d2l.com/education.use_brightspace_lms/public-preflight-v1","version":1,"status":"active","agent_class":"browser_agent_user_present","summary":"Public product pages and community docs cover Brightspace student/instructor tasks; the LMS is behind an institution login.","steps":[{"order":1,"instruction":"Open the documented public path for D2L Brightspace: Public product pages and community docs cover Brightspace student/instructor tasks; the LMS is behind an institution login.","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.","Provide informational workflow guidance only, not education or admissions advice."],"success_signals":["Relevant Brightspace doc located","Workflow steps summarized"],"expires_at":"2026-06-18T02:28:12.618Z"},"known_blockers":["login_required"],"confidence":{"score":0.29,"level":"low","sample_size":3,"rationale":"Confidence reflects 0.81 effective weight, Wilson bounds 0.112508-0.992139, and Beta posterior mean 0.586596."},"freshness":{"updated_at":"2026-06-17T02:28:12.618Z","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-29-d2lcom-educationuse-brightspace-lms","loop-1781006596863-d2l-com-education-use-brightspace-lms"],"latest_evidence_id":"top100-education-29-d2lcom-educationuse-brightspace-lms","notes":["Public docs parseable; the LMS is institution-gated.","Source: https://www.d2l.com/brightspace/"]},"trust":{"score":0.38,"level":"low","reporter_count":1,"deduplicated_evidence_count":1,"quarantined_count":0,"rationale":"Trust is based on 1 deduplicated trusted run 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."}]}