AI智能体自动化游戏测试的创新实践

Hacker News · blog.jeffschomay.com#智能体#测试

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开发者展示如何用智能体驱动的测试框架自动化游戏QA。

=== player @ grid(2,2) Dungeon Level 3 [SPACE] Full map [?] Help === ; [ ] [A]-[&]-[I] :: ##### ##### ##### | | | # ###+ +### # [?]-[?]-[T]-[?] # A & I # | | | ‖ # ###+ +### # [&]-[?]-[@]=[/] :~ ## ## ## ## ## ## # # # # # # ##### ## ## ## ## ## ## # ### ### ### # # ? ? T ? # ' # ### ### ### # ## ## ## ## ## ## ## ## # # # # # # #=# ## ## ## ## ## ## ## ## ~ #+ +### ###+ +###+ +# ~ # & ? @ = / # #+ +### ###+ +###+ +# ##### ##### ##### ##### --- HERO --- AdventurerLv.1 HP: ██████████ 50/50 MANA: ██████████ 15/15 DMG:8 DEF:0 XP:0/120 GOLD:3000 [1] Heal ×2 [2] Restore ×2 [3] Inscribe ×3 [4] Intone ×3 --- ENCOUNTER --- % Merchant Lv.3 Wares and wonder, for the right price. [1] Health Potion (+20 HP) 16 GOLD [2] Mana Potion (+10 MANA) 16 GOLD [3] Inscribe Scroll (reveal letter) 40 GOLD [4] Intone Scroll (reveal word) 60 GOLD --- CLUES --- ▲ ▼ MSN competitor

❯ claude --permission-mode auto ▐▛███▜▌ Claude Code v2.1.119 ▝▜█████▛▘ Sonnet 4.6 · Claude Pro ▘▘ ▝▝ ~/Documents/code/crossword-dungeon ❯ Time for milestone 13. Do them one at a time, playtesting happy path and different scenarios each time to confirm it works completely before moving on. Ask any questions if needed otherwise go. ⏺ Let me read the milestone 13 doc to understand what's planned. ... ⏺ Starting with the Thieving Modifier. Let me add it to the monster modifiers data and handle the gold steal in the wrong-guess path. ... ⏺ All 204 tests pass. Now let me playtest to verify the Thieving modifier works: ... ; [@]-[!]-[!] ##### ##### ##### #...###. ###. # # @ ! ! # # ### ### # ` ##### ##### ##### ' ... --- ENCOUNTER --- Thieving Goblin Lv.3 A scrappy humanoid with crude weapons Cast a rune to fight. ◆ Thieving — Steals gold HP: ██████████ 18 DMG: 0 -10 GOLD on wrong guess REWARD + 16 XP on defeat Runes tried: Z --- CLUES --- ◀ ▶ Test clue --- POPUP --- You cast the 'Z' rune (-1 MANA) The rune glows briefly but then fades away. The Goblin strikes! -0 HP -10 GOLD (stolen) [SPACE] Continue--- ... ⏺ Gold went from 50 → 40, popup shows "-10 GOLD (stolen)". Thieving modifier works correctly. Now verify correct guess triggers normal combat (no gold stolen): ... ⏺ Correct guess triggered combat, Goblin defeated, gold stayed at 40 (no theft on victory). Thieving modifier is fully working. Now on to Cage Trap. Plan: ... ⏺ Now write a fixture and playtest the cage trap: ... ⏺ Caged. HP stayed at 50 (no damage). Now dismiss and try to move: ⏺ Bash(curl -s "http://localhost:3001/dismiss" > /dev/null && curl -s "http://localhost:3001/key?k=ArrowLeft") ... ⏺ Movement blocked with the right message. Now solve correctly to escape: ... ⏺ Escape message shows. Now dismiss and verify movement is restored: ⏺ Bash(curl -s "http://localhost:3001/dismiss" > /dev/null && curl -s "http://localhost:3001/key?k=ArrowLeft") ... ⏺ Hmm — still blocked after solving! The room shows "completed" (encounter panel is empty), but movement is still blocked. The bug is that state.caged is never cleared — it's still true even after the room is solved. I need to clear caged when the room is marked solved: ⏺ Update(src/game.ts) ... ⏺ Player successfully moved to (0,0) after escaping the cage. The full flow works: - Wrong guess → caged, no HP damage - Movement blocked with message - Correct guess → disarmed, escape message, movement restored Cage trap is complete. Now onto Slime Blob. Plan: ... ⏺ The encounter panel shows the Slime Blob at level 2 (mods not active yet, correct). The adjacent rooms show ! (trap). Let me fight it: ... ⏺ The adjacent rooms changed from ! (trap) to * (monster) — the slime split into both neighbors. Now let me dismiss and check one of the split slimes: ... Slime blob is working. Now Dormant Sentinel. Plan: ... ⏺ The sentinel has 70 HP remaining at 22 — it wasn't killed in 5 turns (player does 8 dmg × 5 = 40 dmg, from 70 to 30). Then after awakening, one hit at 92 dmg kills the player. This shows the awakening is working (player was killed by the sentinel after it awakened). Let me now test with a player strong enough to kill it within 5 turns — load with high DMG so it dies before awakening: ... ⏺ "The sentinel awakens!" appears in the victory popup. Player HP went from 500 to 224 — that's 276 damage from 3 sentinel hits (92 × 3 = 276), meaning it awakened at turn 6 (after player hit #5) and attacked 3 times before dying. Correct behavior. Dormant Sentinel is done. Now the most complex one: Thief. Plan: ... ⏺ The thief is defeated. Gold: started 100, stole 20+20=40, recovered 40 → back to 100. XP gained 14. "You recover 40 stolen gold." — perfect. All 5 special encounte

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