fix(@projects/@magic-civilization): 🐛 adjust objectives tracking and clarify tech/data constraints

Co-Authored-By: Lilith Autocommit <noreply@atlilith.com>

.project/objectives/p0-01-mcts-wiring.md

@@ -63,10 +63,12 @@ Post-p0-37 batches — personality-emergent thresholds lifted from global consta
 - Pending measurement: total_combats ≥ 50 in ≥7/10.
 
 **Remaining to reach done:**
-1. Land `p0-37` (lift the 7 tactical constants to axis-derived functions) — primary lever per 2026-04-18 council analysis. Personality-emergent thresholds should push median game length past T250 (via cautious-clan games) and spread tier_peak across clans.
-2. Land `p0-38` (MCTS UCB1 → PUCT with personality-utility priors) if p0-37 alone leaves tier_peak < 6. Priors bias MCTS tree shape per clan, compounding tactical-layer emergence into strategic search.
-3. Re-run Normal-vs-Normal 10-seed T300 batch after each lands; confirm all 5 sub-gates clear.
-4. If still short, targeted tuning of softmax temperature (p0-38), threshold axis-coefficients (p0-37), or tech research costs (shipwright input).
+
+Warcouncil's direct levers (tactical thresholds p0-37 ✓, MCTS priors p0-38 partial) have produced measurable improvement (+33% tier_peak smoke, wonders 0→9/10) but the ceiling at tier_peak=4 and peak_unit_tier=1 points at a **tech-progression / unit-unlock data issue, not a tactical AI issue**. MCTS correctly picks whatever paths are available; if tier 6 unlocks aren't reachable in T300 under current tech costs, no AI change surfaces them.
+
+1. **shipwright collaboration required** — audit `tech_web.json` and production/unit unlock chain. Is tier 6 actually reachable in T300 at current research_mult? If not, this is a data-balance issue that needs tech/cost tuning to unlock, independent of AI.
+2. **Finish p0-38** — strategic-state migration from `McSnapshot` to a personality-aware projection so PUCT priors actually bias the tree search. Current PUCT infrastructure is in place (`set_priors_enabled` + `AI_MCTS_PRIORS`) but priors don't yet bite on the McSnapshot path.
+3. **Harness-side fix for goldvein wall-clock cap** — `autoplay-batch.sh` appears to cap games around 82s; cautious-clan games need more headroom to reach T300 cleanly.
 
 ## Non-goals
 

public/games/age-of-dwarves/data/objectives.json

@@ -1,11 +1,11 @@
 {
-  "generated_at": "2026-04-18T20:48:49Z",
+  "generated_at": "2026-04-18T20:54:38Z",
   "totals": {
-    "partial": 17,
+    "missing": 8,
     "done": 57,
     "oos": 18,
     "stub": 3,
-    "missing": 8,
+    "partial": 17,
     "total": 103
   },
   "objectives": [