jgrusewski
11979d7c08
docs(sp5): comprehensive implementation plan — 4 layers, ~21 tasks
SP5 implementation plan covering:
Layer A: 8 per-pearl commits (Tasks A0-A8)
A0: ISV slot constants foundation
A1: Pearl 1 per-branch atom span + Q-stats source
A2: Pearl 3 per-branch NoisyNet σ
A3: Pearl 2 per-branch loss budget (after Pearls 1+3)
A4: Pearl 4 per-group Adam β/β/ε
A5: Pearl 5 per-branch IQN τ schedule
A6: Pearl 6 cross-fold-persistent Kelly
A7: Pearl 8 per-direction trail distance
A8: Pearl 1-ext per-branch num_atoms
Layer B: 1 atomic commit (Task B1) — 11 consumer migrations
Layer C: validation + cleanup (Tasks C1-C6)
C1: Local GPU unit tests
C2: L40S 5-epoch smoke
C3: L40S 3-seed × 50-epoch full validation
C4: Pearl 7 investigation (post-validation)
C5: Audit doc + 8 memory pearls
C6: Layer C commit
Layer D: separate atomic commit (Tasks D1-D4)
D1: PnL aggregation kernel
D2: Health composition kernel
D3: Training metrics EMA kernel
D4: Layer D atomic commit
Total: 21 numbered tasks, ~110 ISV slots, 9-11 producer kernels,
11 consumer migrations.
Plan follows SP4's high-fidelity-for-Task-A1 + differential-pattern-
for-A2-A8 structure. Each task has concrete file paths, code blocks,
verification commands, exact commit messages.
Self-review:
- Spec coverage: all 9 pearls + 4 layers covered
- No TBD/TODO placeholders in step bodies
- Type/slot consistency verified across tasks
Refs: docs/superpowers/specs/2026-05-01-sp5-magnitude-differentiation-and-eval-collapse-design.md (HEAD 6e6e0fa11)
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