Remove task/project/product classification taxonomy from discuss prompt.
The LLM now sizes work based on judgment, not labels.
Key changes:
- discuss.md: Replace 3-tier classification with judgment-based sizing.
Remove hard minimum question rounds (2 for task, 4 for project).
Questioning depth now matches actual scope.
- plan-milestone.md: Add right-sizing doctrine. Single-slice milestones
now write the S01 plan + task plans inline, eliminating separate
research-slice and plan-slice sessions.
- plan-slice.md: Add right-sizing guidance. Make Proof Level,
Integration Closure, and Observability sections conditional —
omit entirely for simple slices instead of filling with 'none'.
Consolidate self-audit from 10 items to 7 (remove duplicates).
- auto.ts: Skip research-slice for S01 when milestone research exists.
Update peekNext label for plan-milestone.
- complete-slice.md: Add effort-matching guidance. Lighten observability
verification for simple slices.
- execute-task.md: Make observability steps conditional on task plan
content rather than always required.
- templates (plan.md, task-plan.md): Add comments making heavyweight
sections explicitly optional for simple work.
Pipeline reduction for simple 1-slice milestone:
Before: 9-10 sessions (research-M, plan-M, research-S, plan-S,
execute×N, complete-S, reassess, complete-M)
After: 5-6 sessions (research-M, plan-M [+S01 inline],
execute×N, complete-S, complete-M)
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