feat(@projects/@magic-civilization): ✨ add tier gap ai quality objective
Co-Authored-By: Lilith Autocommit <noreply@atlilith.com>
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5 changed files with 48 additions and 18 deletions
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| ID | Status | Priority | Title | Owner | Blocked |
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| [p0-43](p0-43.md) | ✅ done | P0 | Formation AI — MCTS plans at formation level, not per-unit | [warcouncil](../team-leads/warcouncil.md) | 🟢 |
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| [p1-29b](p1-29b-tier-gap-ai-quality.md) | 🔴 stub | P1 | AI tech tier gap — structural research path quality (low-pop AI fails to reach t1+) | [warmaster](../team-leads/warmaster.md) | 🟢 |
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## balance
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@ -14,6 +15,7 @@
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| [p1-29](p1-29.md) | 🟡 partial | P1 | Anti-early-domination: lift game-balance gates that p0-01 v1 measured | [combat-dev](../team-leads/combat-dev.md) | 🟢 |
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| [p1-29a](p1-29a-last-stand-defense.md) | 🟡 partial | P1 | Last-stand defense — combat-strength multiplier when defender is at last city | [combat-dev](../team-leads/combat-dev.md) | 🟢 |
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| [p1-29b](p1-29b-tier-gap-ai-quality.md) | 🔴 stub | P1 | AI tech tier gap — structural research path quality (low-pop AI fails to reach t1+) | [warmaster](../team-leads/warmaster.md) | 🟢 |
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## batch
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@ -82,6 +84,12 @@
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|---|---|---|---|---|---|
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| [p1-30](p1-30.md) | ✅ done | P1 | Optimize `_build_tactical_state` — 8000-tile GDScript dict-build per AI turn blocks p1-22 huge-map gate | [warcouncil](../team-leads/warcouncil.md) | 🟢 |
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## tech
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| ID | Status | Priority | Title | Owner | Blocked |
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|---|---|---|---|---|---|
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| [p1-29b](p1-29b-tier-gap-ai-quality.md) | 🔴 stub | P1 | AI tech tier gap — structural research path quality (low-pop AI fails to reach t1+) | [warmaster](../team-leads/warmaster.md) | 🟢 |
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## tooling
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| ID | Status | Priority | Title | Owner | Blocked |
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@ -335,7 +343,7 @@
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| [p3-07b](p3-07b-four-damage-channels.md) | 🔴 stub | P3 | Four damage channels — Land/Water/Magic/Air emission from inequality | [unassigned](../team-leads/unassigned.md) | 🔒 p3-07a |
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| [p3-10a](p3-10a-lair-assault-mode.md) | 🟡 partial | P3 | Lair assault mode — enter-and-clear | [unassigned](../team-leads/unassigned.md) | 🟢 |
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| [p3-10b](p3-10b-lair-siege-mode.md) | 🟡 partial | P3 | Lair siege mode — multi-turn pressure from adjacent | [unassigned](../team-leads/unassigned.md) | 🔒 p3-10a |
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| [p3-10c](p3-10c-lair-raid-mode.md) | 🟡 partial | P3 | Lair raid mode — grab-and-exit | [combat-dev](../team-leads/combat-dev.md) | 🔒 p3-10a |
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| [p3-10c](p3-10c-lair-raid-mode.md) | ✅ done | P3 | Lair raid mode — grab-and-exit | [combat-dev](../team-leads/combat-dev.md) | 🟢 |
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| [p3-11](p3-11-pioneer-engineer-action-points.md) | 🟡 partial | P3 | Pioneer & Engineer action-point pool | [unassigned](../team-leads/unassigned.md) | 🟢 |
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| [p3-12](p3-12-fauna-stat-derivation-from-traits.md) | ✅ done | P3 | Fauna combat stat derivation — regenerate from traits | [terraformer](../team-leads/terraformer.md) | 🟢 |
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| [p3-13a](p3-13a-extend-meteorological-events.md) | ✅ done | P3 | Extend meteorological events — drought, flood, dust_storm | [unassigned](../team-leads/unassigned.md) | 🟢 |
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@ -186,6 +186,7 @@
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| [p3-01](p3-01-courier-diplomacy.md) | Courier-gated diplomacy — open borders + shared maps via tech-tiered courier units | — | [envoy](../team-leads/envoy.md) | 2026-04-29 |
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| [p3-03](p3-03-courier-route-resolver.md) | Courier route resolver — real hex pathfinding, per-tier movement, severable infrastructure | — | [envoy](../team-leads/envoy.md) | 2026-04-28 |
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| [p3-04](p3-04-per-hex-improvement-layer.md) | Per-hex improvement layer in `mc-core` / `mc-turn` — anchor improvements at (col,row) | — | [envoy](../team-leads/envoy.md) | 2026-04-28 |
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| [p3-10c](p3-10c-lair-raid-mode.md) | Lair raid mode — grab-and-exit | — | [combat-dev](../team-leads/combat-dev.md) | 2026-05-07 |
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| [p3-12](p3-12-fauna-stat-derivation-from-traits.md) | Fauna combat stat derivation — regenerate from traits | — | [terraformer](../team-leads/terraformer.md) | 2026-05-04 |
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| [p3-13a](p3-13a-extend-meteorological-events.md) | Extend meteorological events — drought, flood, dust_storm | — | [unassigned](../team-leads/unassigned.md) | 2026-05-04 |
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| Priority | 🔵 | 🟡 | 🔴 | ❌ | ⚫ | ✅ | Total |
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|---|---|---|---|---|---|---|---|
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| **P0** | 0 | 0 | 0 | 0 | 0 | 44 | 44 |
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| **P1** | 1 | 13 | 2 | 5 | 1 | 53 | 75 |
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| **P1** | 1 | 13 | 3 | 5 | 1 | 53 | 76 |
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| **P2** | 0 | 9 | 14 | 0 | 6 | 65 | 94 |
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| **P3 (oos)** | 0 | 9 | 8 | 0 | 21 | 5 | 43 |
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| **total** | **1** | **31** | **24** | **5** | **28** | **167** | **256** |
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| **P3 (oos)** | 0 | 8 | 8 | 0 | 21 | 6 | 43 |
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| **total** | **1** | **30** | **25** | **5** | **28** | **168** | **257** |
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</td><td valign='top' style='padding-left:2em'>
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@ -27,13 +27,14 @@
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| Team Lead | Remaining |
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|---|---|
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| [unassigned](../team-leads/unassigned.md) | 24 |
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| [combat-dev](../team-leads/combat-dev.md) | 7 |
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| [asset-sprite](../team-leads/asset-sprite.md) | 6 |
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| [combat-dev](../team-leads/combat-dev.md) | 6 |
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| [shipwright](../team-leads/shipwright.md) | 5 |
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| [simulator-infra](../team-leads/simulator-infra.md) | 3 |
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| [testwright](../team-leads/testwright.md) | 3 |
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| [warcouncil](../team-leads/warcouncil.md) | 2 |
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| [asset-audio](../team-leads/asset-audio.md) | 1 |
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| [warmaster](../team-leads/warmaster.md) | 1 |
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</td></tr></table>
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| [p1-55](p1-55-tech-culture-domain-propagation.md) | 🟡 partial | Tech & Culture domain field — propagate categorization through Rust, Godot UI, and player analysis | — | [simulator-infra](../team-leads/simulator-infra.md) | 2026-05-07 | 🟢 unblocked |
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| [p1-56](p1-56-civics-buildings-and-great-works.md) | 🟡 partial | Civics buildings, Great Works, Specialists, Great People — wire authored data into Rust + Godot | — | [simulator-infra](../team-leads/simulator-infra.md) | 2026-05-07 | 🟢 unblocked |
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| [p2-22](p2-22-sprite-generation-pipeline.md) | 🟡 partial | Sprite generation pipeline — runnable end-to-end | — | [asset-sprite](../team-leads/asset-sprite.md) | 2026-04-25 | 🟢 unblocked |
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| [p1-29b](p1-29b-tier-gap-ai-quality.md) | 🔴 stub | AI tech tier gap — structural research path quality (low-pop AI fails to reach t1+) | ai, balance, tech | [warmaster](../team-leads/warmaster.md) | 2026-05-07 | 🟢 unblocked |
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| [p1-43c](p1-43c-chain-ladders-and-ui.md) | 🔴 stub | p1-43 follow-ups — chain ladder authoring, AI stack scoring, city UI upgrade surface, GUT bridge test | — | — | 2026-05-07 | 🟢 unblocked |
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| [p1-57](p1-57-diplomacy-tribute-treaties.md) | 🔴 stub | Diplomacy: tribute, treaty lifecycle, magical-terrain episode gating | — | [unassigned](../team-leads/unassigned.md) | 2026-05-03 | 🟢 unblocked |
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| [p2-23](p2-23-unit-sprites-dwarf-roster.md) | ❌ missing | Unit sprites — Dwarf-racial roster (m/f variants) | — | [asset-sprite](../team-leads/asset-sprite.md) | 2026-04-17 | 🟢 unblocked |
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{
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"generated_at": "2026-05-07T09:03:36Z",
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"generated_at": "2026-05-07T09:32:24Z",
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"totals": {
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"done": 167,
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"done": 168,
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"in_progress": 1,
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"partial": 31,
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"stub": 24,
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"partial": 30,
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"stub": 25,
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"missing": 5,
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"oos": 28,
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"total": 256
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"total": 257
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},
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"objectives": [
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{
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"blocked_by": [],
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"summary": "Filed by p1-29 cycle 5 close-out as the combat-side intervention that should close p1-29's `tier_peak_gap ≤4` gate. Three consecutive cycles of research-side levers (catch-up tech-pick mult, catch-up tech-output mult, loss-tolerance lever) landed durably but failed to move the gate across three batches. The failure is structural: p1 (the losing AI) loses cities faster than research output can unlock era-2+ techs. Research-side levers multiply a tiny base into a tiny base. The gate is a **territory problem**, not a research problem.\n\nThis objective addresses the territory problem by giving the defender (when reduced to their last city) a combat-strength bonus that scales with how many cities they've lost — buying enough turns for the existing research-side levers to finally fire and unlock era-2+ techs."
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},
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{
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"id": "p1-29b",
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"title": "AI tech tier gap — structural research path quality (low-pop AI fails to reach t1+)",
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"priority": "p1",
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"status": "stub",
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"scope": "game1",
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"owner": "warmaster",
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"updated_at": "2026-05-07",
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"blocked_by": [],
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"summary": "Filed by cycle 47 close-out as the structural root cause for the alive-aware gate failure in p1-29a. The `tier_peak_gap ≤ 4` gate (across ALL living players at game end) failed 1/10 seeds in the cycle-45 batch even after p1-29a's last-stand multiplier landed. The failure is structural: the MCTS evaluator, rollout scorer, and tactical production allocator all apply flat weights that make sole-city players deprioritize research relative to defense and expansion. Tuning multipliers on a compound that starts near zero does not close the gap."
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},
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{
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"id": "p1-30",
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"title": "Optimize `_build_tactical_state` — 8000-tile GDScript dict-build per AI turn blocks p1-22 huge-map gate",
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"id": "p3-10c",
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"title": "Lair raid mode — grab-and-exit",
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"priority": "p3",
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"status": "partial",
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"status": "done",
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"scope": "game1",
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"owner": "combat-dev",
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"updated_at": "2026-05-05",
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"updated_at": "2026-05-07",
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"blocked_by": [
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"p3-10a"
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],
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"remaining": 24
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},
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{
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"owner": "combat-dev",
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"remaining": 7
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"owner": "asset-sprite",
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"remaining": 6
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},
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{
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"owner": "asset-sprite",
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"owner": "combat-dev",
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"remaining": 6
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},
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{
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{
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"owner": "asset-audio",
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"remaining": 1
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},
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{
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"owner": "warmaster",
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"remaining": 1
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}
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]
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}
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id: p3-10c
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title: Lair raid mode — grab-and-exit
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priority: p3
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status: partial
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status: done
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scope: game1
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owner: combat-dev
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updated_at: 2026-05-05
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updated_at: 2026-05-07
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evidence:
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- "src/simulator/crates/mc-combat/src/lair.rs::resolve_raid"
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- src/simulator/crates/mc-combat/tests/lair_raid.rs (4 tests passed)
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- "src/simulator/crates/mc-core/src/lair.rs:223 (RaidOutcome enum)"
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- public/games/age-of-dwarves/data/balance/lair_combat.json
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- public/resources/ecology/fauna/lair_combat_modes.json (raid_loot_fraction added)
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- "src/simulator/api-gdext/src/lib.rs::GdTurnProcessor::resolve_raid_on_lair (cycle 47)"
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- "src/simulator/api-gdext/src/lib.rs::GdTurnProcessor::tick_raid_aftermath (cycle 47)"
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- "src/simulator/crates/mc-turn/src/game_state.rs::GameState.raid_aftermath field (cycle 47)"
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- "cargo check --workspace: Finished dev profile, 0 errors (cycle 47)"
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blocked_by: [p3-10a]
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---
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## Context
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@ -24,7 +28,7 @@ Per `public/games/age-of-dwarves/docs/combat/LAIRS.md`, Raid mode is a single-tu
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- ✓ Loot fraction per lair from `RaidTuning::raid_loot_fraction` (default 0.30), authored in `public/games/age-of-dwarves/data/balance/lair_combat.json::raid.raid_loot_fraction` and `public/resources/ecology/fauna/lair_combat_modes.json::combat_modes[raid].raid_loot_fraction`.
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- ✓ Lair retaliation: on `Caught`, `RaidResult.pursuit` returns a `RaidAftermath` with `pursuing_until_turn = current_turn + tuning.pursuit_turns`. Verified by `test_raid_repulsed_when_attacker_loses` in `src/simulator/crates/mc-combat/tests/lair_raid.rs`.
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- ✓ `cargo test -p mc-combat --test lair_raid` green: 4 passed (`test_raid_partial_loot_on_success`, `test_raid_lair_persists`, `test_raid_attacker_keeps_movement`, `test_raid_repulsed_when_attacker_loses`).
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- ❌ GDExt: `GdLair::raid(stack_id) -> Dictionary` — Rust core ships, bridge wrapper is the remaining work for a `done` flip (see follow-ups).
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- ✓ GDExt bridge: `GdTurnProcessor::resolve_raid_on_lair(state, lair_col, lair_row, attacker_hp, attacker_attack, lair_tier, lair_counter_attack, attacker_id, turn_seed) -> Dictionary` at `src/simulator/api-gdext/src/lib.rs`. Returns `{outcome, loot_amount, escaped, raider_damage, pursuing_until_turn}`. On `Caught`, writes `RaidAftermath` into `state.raid_aftermath[(col,row)]`. `tick_raid_aftermath(state)` expiry-prunes the map each turn. `mc-turn::GameState.raid_aftermath: BTreeMap<(u16,u16), RaidAftermath>` added with `raid_aftermath_as_pairs` serde adapter (mirrors `siege_pressure` pattern). `cargo check --workspace` clean (cycle 47).
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## Source-of-truth rails
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