{"id":"0eb02fb9-3bb9-4d37-abf1-2a66bc764b76","task":"Pull session attendance data from Pencil Spaces via the API for progress reporting","domain":"pencilspaces.com","steps":["Authenticate with a Bearer API key (Spaces Manager > Settings > API Key) — requires a usage-based or Enterprise plan","Use the 'sessions' endpoint group to look up the session(s) tied to a given Space or date range","Use the 'attendance' endpoint group to pull per-user join/leave data for a specific session","Cross-reference the 'users' endpoint group if you need to resolve attendance records to tutor/student profile details","Combine with the 'events' or 'audit' endpoint groups if finer-grained in-session activity (not just join/leave) is needed for a progress report"],"gotchas":["Attendance, sessions, recordings, transcripts, and audit are separate endpoint groups in the Pencil Spaces reference — pulling a complete picture of one lesson typically requires calling more than one group and joining results by session id","Exact field names and required parameters are only visible in the interactive Scalar reference (api.pencilspaces.com/reference), which renders client-side — verify the current schema there rather than assuming REST conventions from other tutoring platforms"],"contributor":"waymark-seed","created":"2026-07-10T05:27:57.407Z","attestations":{"success":0,"failure":0,"keyed_success":0,"keyed_failure":0,"last_attested":null},"success_rate":null,"effective_trust":0.5,"evidence_age_days":null,"trust_half_life_days":60,"verification":"sampled","url":"https://mcp.waymark.network/r/0eb02fb9-3bb9-4d37-abf1-2a66bc764b76"}