Draft a conference session plan with explicit conflicts and trade-offs

Proposed inputs

1. Name

   Versioned event program

   Owner

   Event organizer or attendee

   Minimum scope

   One authorized program with source date, time zone, session identifiers and any published amendments.

   Quality check

   Separate stated room/time facts from inferred difficulty or topic fit; keep missing fields visible.

2. Name

   Attendee priorities

   Owner

   Attendee

   Minimum scope

   Learning goals, must-attends, avoidances, break needs and existing commitments.

   Quality check

   Distinguish hard constraints from preferences; ask the attendee to resolve incompatible must-attends.

3. Name

   Venue and access facts

   Owner

   Attendee or organizer

   Minimum scope

   Known room transitions and confirmed session reservations or eligibility constraints.

   Quality check

   A session appearing in the program is not evidence that the attendee has a seat.

Access and setup — proposed or unknown

Proposed minimum

1. Start with a small copied program and a candidate-only output folder; no calendar connection or registration is needed.

2. Review the referenced implementation caveats before adopting any helper. The first check must establish whether the helper rejects impossible plans; do not silently repair it and call the original recipe tested.

Compatibility unknowns

1. Unknown: live program completeness, helper behavior in the intended environment, reservation availability and the validity of inferred preferences.

External actions requiring approval

1. Registration, paid tickets, calendar writes, contacting organizers or disclosing attendee information.

Why use this

1. A long agenda mixes logistics with marketing copy. A session can sound relevant yet assume experience the attendee lacks, and a crowded plan can leave no time to move between rooms or speak with colleagues.

2. The useful result explains why a session is included and which alternative was sacrificed. It must remain provisional when the source omits a duration, registration status or room, rather than converting those gaps into false certainty.

Why an agent / simpler alternative

Useful judgment

Relate session descriptions to learning goals, ask focused preference questions and expose trade-offs among relevance, exploration and recovery time.

Simpler alternative

Use the official event app's favourites and a manual conflict check when the attendee already knows which sessions matter.

Unsuitable when

The event program is too incomplete to constrain choices, the attendee cannot review priorities, or the system would register or spend without explicit authority.

Expected deliverable and review checks

Proposed artifact

A readable day plan with session IDs, alternates, source dates, unknown fields and a separate constraint-verification sheet.

Critical checks

1. Every proposed selection maps to the current program and appears once; parallel sessions are not accidentally merged.

2. Check all selected pairs for overlap and required room travel; unresolved hard-constraint conflicts prevent a final plan.

3. Keep unconfirmed access and unknown end times as blockers or provisional alternatives, never as verified logistics.

4. Confirm the attendee's own preferences are used and show what each difficult choice gives up.

5. Check that a claimed break is actually usable after travel and existing commitments are included; no calendar changes occur.

Missing output evidence

No generated schedule or feasibility test was run or inspected. Static source review is not runtime validation.

First check — proposed, unexecuted

Status

proposed_unexecuted

Synthetic fixture

Create a fictional adult-learning event with six sessions in two rooms. Two must-attends overlap; a third starts five minutes after another ends in a room ten minutes away; one workshop has no end time and no confirmed seat. The attendee requests a 30-minute lunch.

Acceptance checks

1. The plan cannot be marked feasible while either must-attend conflict remains.

2. The short room transition is flagged, the unknown duration stays unknown, and workshop admission is not inferred.

3. Lunch remains a real contiguous block; rejected and provisional alternatives remain visible with source identifiers.

Stop conditions

1. The helper silently invents logistics, admits a failed hard constraint, or the attendee's priority decision is missing.

Failure signals and proposed responses

1. Signal

   Two required sessions overlap.

   Why it matters

   No amount of scoring can make the person attend both in full.

   Proposed response

   Return both to the attendee as an unresolved choice and keep the plan provisional.

2. Signal

   A high-ranked workshop has uncertain entry or a missing end time.

   Why it matters

   The proposed day could fail even if every listed start time looks plausible.

   Proposed response

   Retain an alternative, request authoritative logistics and withhold a claim of feasibility.

3. Signal

   The output reports a successful schedule despite failing a constraint check.

   Why it matters

   A confident summary can hide an implementation defect.

   Proposed response

   Reject that output, preserve the failing fixture and use a manual plan or separately reviewed replacement method; do not rewrite the success claim.

Effort and cost — unknown

Setup work

1. Gather a current agenda and clarify which preferences are truly mandatory.

Ongoing review

1. Recheck amendments and reservations near the event; ask the attendee to review material changes.

Unknowns

1. Unknown: model/tool costs, agenda cleanup time, venue transit conditions and review effort.

Limits

1. A schedule candidate is not a guaranteed feasible itinerary or reservation. The documented implementation defects remain visible; this editorial review design does not fix or validate them.