Seen: 蛇屠箱 and the seven other operators with the range 0-1 (角峰, 古米, 泡泡, 折桠, 菲莱, 塞雷娅, 余 — 16 chess records, all melee blockers with block 3, the elite 角峰 4) block and hit only on the tile they stand on. The layout planner maximizes an exposure model whose kill estimate saturates in a full layout; the tile then falls to a 1e-6 rng tie-break, so a guard stood off the road, where it neither blocks nor hits (reproduced: planLayout with six of them on act2autochess_m04, seed 11 — 蛇屠箱 off the road; over 40 seeds of the eight stages 16 of 320 guards stood off the road: 11 because the eight guards outnumber the 7 free road tiles of act1autochess_m03 / act2autochess_m02, 5 avoidably — after the change only the 11 are left). Official: excel range_table "0-1" is the single grid (0,0). Now: planLayoutSteps keeps the best road tile (model.ground) for a blocker whose deployed range grid (rangeRec: its loadout's) is exactly one (0,0) grid, and takes it before the overall best; with no free road tile the best legal tile as before (a high-ground 「可以放置于远程位」 blocker keeps its own preference first). Not taken from the PR: the scarce-card penalty of buyScore, the item scoring (人事部文档 "only with nine 炎" contradicts the official 部署上限变为 9), the 神秘 morph fit and the draft yield — AI heuristics with no official text, and the golden swing they caused (a solo match that cleared the Hidden Core no longer did) came from them, not from the placement. Golden (matches only; every other family unchanged, --twice identical): solo-FUNNY-1 (from R7: boss pool left 74740 -> 71550, still a loss in R8), solo-NORMAL-1 (from R4: same win, Hidden Core cleared, team LP 26), solo-HARD-1 (from R4: boss pool left 3046117 -> 2940542), solo-ABYSS-1 (from R4: 2303334 -> 2281356, still a loss in R13), coop2-NORMAL-3 (from R4), coop2-HARD-4 (from R4), coop4-FUNNY-6 (from R3: virtualMs 128500 -> 127000), coop2-NORMAL-8-serverrun (from R3), coop2-NORMAL-70-diy (from R6): rows, stats, lineups and rng draws differ, wins, losses and rounds passed do not. botbench A/B on 12 seeds each (solo HARD / ABYSS, coop4 NORMAL / HARD): wins 1 / 0 / 11 / 3 both before and after, rounds passed 13.00 / 11.92 / 14.00 / 13.00 -> 12.92 / 11.92 / 14.00 / 13.17, LP left 18.7 / 6.5 / 80.1 / 27.9 -> 18.8 / 7.4 / 83.7 / 28.0. Tests: bot.test.js — the PR's saturated-layout case (蛇屠箱 blocks and hits only on a road tile, a real battle on both tiles; the road full: a legal fallback) and every stage over 40 seeds (the eight guards fill min(8, free road tiles) road tiles); both fail on the parent.
Golden results
The simulation is deterministic: the same seed and inputs give the same battle and the same match, bit for bit. These files record the exact outcome of a fixed corpus of seeded scenarios, so a change that alters gameplay — even one meant to be a pure refactor that only reorders random draws, hook order or iteration order — fails loudly instead of slipping through.
tools/golden.mjsbuilds the corpus fromdata/*.json(fixed order, fixed seeds) and reduces every scenario to a digest. Its header documents the families and the digest fields.test/golden/<family>.jsonhold the digests (roster,bonds,fields,matches,standins,diy).test/golden.test.jsrecomputes them and compares. On a mismatch it prints the scenario, the field and old → new.
The corpus
| family | what runs |
|---|---|
roster |
49 battles: every visible chess record (normal and elite) with every selectable skill and module (DESIGN §16), 12 operators per battle on a real stage (all 11 in turn) against the round's real wave three times over, every non-leader enemy kind of data/enemies.json as extra spawns (half of them bounties), placeable summons on the board, every equipment item, band, battle-side 机变 card and stage map card in turn, bonds from the board |
bonds |
46 battles: every bond at its activation threshold (1 layer) and at its top tier (999 layers) |
fields |
22 battles: every Final Assault / Hidden Core leader on a pair and a solo template (shared pool, 200 s cap) and the 联防 field with 1 and 2 helpers on the round's stage, both halves (carried HP / SP, a knocked-out operator, two leakers' enemies) |
matches |
18 matches to the end in virtual time: 16 bot-only (solo 标准 / 险境 / 绝境 / 终极 × 2 seeds, co-op 2 / 3 / 4, one server-run combat match, two runs boosted to the Hidden Core), one co-op match whose human seat (AI 托管, offline) does not own 9 NORMAL chess — they fight as their 补位 stand-ins (its digest lists them per round, standIns) — and one whose human seat slots 自选 picks (推进之王 and prototypes) with its 调度中心 at level 5 from the first prep: its own shop draws them and its AI fields 推进之王 (its digest lists per round the 自选 shop draws and the fielded pieces, diy) |
standins |
10 battles: every NORMAL chess record (normal and elite, 110) fielded as its 补位 stand-in (standIn: true: the stand-in's body, backup skill / module and kit — all 17 stand-ins, every skill a chess names for them), 12 per battle by strength band, laid out by the stand-in's position on a real stage, against the round's real wave three times over plus 8 ground enemy kinds (melee stand-ins always meet an enemy), an item each, bonds from the board |
diy |
battles of 自选 pieces (a DIY slot with its diy pick, shared/diy.js): every owned 6★ with an operator kit (kits/index.js OPERATOR_KITS) in each form of tiers 5 and 6 (normal; elite with no module and with each module) under each skill, then every prototype pick with a kit at its locked selection, normal and elite, 12 per battle against the round's real wave; a new operator kit adds its scenarios (the battle count grows with the kits) |
Battles go through the production BattleSpec path (server/sim/spec.js, as browsers and the server's headless fields
run them); matches construct Match directly with a VirtualScheduler. Every option is explicit, so a change to a
test-harness default never moves a digest.
What a digest ignores on purpose (it does not affect gameplay): object key order, engine unit ids (snapshot ids are renumbered by first appearance, units are named by board uid or def id), board piece uids, the order of client events within a tick (they are counted, not hashed) and wall-clock time. Damage / healing sums are rounded to integers and HP to 2 decimals.
npm test runs the fast subset (the scenarios marked "fast": true: every chess record with its default loadout,
every stage and every non-leader enemy kind, every bond at its top tier, six fields, seven matches, the five stand-in
battles of the normal records, the first 自选 battle of the operator kits and of the prototypes — 62 of the 151). GOLDEN_FULL=1 checks everything.
Workflow
GOLDEN_FULL=1 node --test test/golden.test.js # the whole corpus (≈ 20 s with 4 worker threads)
node --test test/golden.test.js # the fast subset
npm run golden # the same comparison from the tool (all families, a short report)
npm run golden:update # recompute and rewrite test/golden/*.json
node tools/golden.mjs --twice # determinism: the corpus twice in one process, the second pass reversed
- A refactor commit must never change these files. Run
GOLDEN_FULL=1 node --test test/golden.test.jsbefore committing it. If a digest moves, the refactor changed behaviour: find out why (the first differing value ofsnapssays when two runs parted, in 10-game-second steps) instead of updating the files. - An intended gameplay change (a fix, new content, a data rebuild): run
npm run golden:updateand commit the changed files together with the change, saying in the commit message which scenarios moved and why. - Reviewing the diff: every scenario is a block of its own and every unit / enemy / round is one line, so a diff
shows which scenarios moved and which values changed. A change confined to the scenarios that contain the touched
operator, enemy or rule is expected; a change everywhere (every
rngDraws, everysnaps) means something global moved — the RNG draw order, the tick order, a shared rule. - Adding to the corpus (a new family, more scenarios, a new digest field) changes the files by design: do it in a commit of its own, never together with a refactor.
- A new engine hook, event or chess record does not change the digests of the existing scenarios by itself — the
hook list is frozen in the tool and the corpus is regenerated only on
golden:update— but new data records do join the corpus there (the roster family enumeratesdata/chess.json).