Fix the AI Editor tab: a blank screen from an undefined STRATEGIES

Fix the smoke job: npx --package does not do what I assumed

Boot the game in a real browser in CI — the one thing 2502 tests cannot see

Close the guard gaps behind the last three bugs; withdraw one review finding

An in-app AI editor: build an opponent dial by dial

The cast's labels do not survive held-out maps -- say so

The corrected cast: 10 cells from the median-descriptor archive

Phase 5: the roster can carry a player's own genome

Phase 4: the adaptation POLICY is evolvable, not just its constants

Descriptors are a MEDIAN, and runSeed stops hashing the candidate's name

Calibrate the archive's health screen against the shipped AI, not a fixed list

Breed a CAST of distinct opponents, not one optimum: MAP-Elites

The first evolved candidate: 12 genomes x 6 generations, 3h21m

evolve: checkpoint the champion every generation, not only at the end

Evolve the AI: a genome, mutation, crossover, and a selection loop

Phase 5 (replay + season): re-run any recorded match, and close a ladder

Phase 3 (part 2): the in-game Tournament tab — round-robin, Swiss and knockout

Phase 3 (part 1): pairing.js — the shared pairing/scheduling core, plus a knockout bracket

Phase 2 (part 2): roster + persistent ladder wired into Quick Duel, archetype threaded end-to-end

Elo: reject a same-name entrant/candidate pairing instead of silently corrupting its rating

Phase 1 foundations: elo.js, tools/duelCore.js, and an Elo column in ailab's CLI

Phase 0: split tools/selfplay.js into a browser-safe core + tools/selfplay-cli.js

Bench: detectors must prove the state never resolved

Tier 2d: make the AI bench measure what it claims to measure

Tier 1, step 4c: the AI bench lies, and an owner-parametric leak (A9, A12)

Fix two real bugs in Tier 5 Swiss tournament found by belated review

Add a fair head-to-head tournament system on top of self-play

Make the AI controller owner-parametric: true two-sided self-play

Add ailab leaderboard: Tier 0 of the AI championship roadmap

ailab: add a teching sparring bot and a real-APM flag

Correct three bench detectors that the fixes turned into false positives

Fix the five Odyssey AI defects the bench found, TDD

Add an AI bench for Odyssey, and a measured review of the opponent

Fix the dev server's broken path-traversal guard

Tier 5: release hygiene — docs, license, dev server, npm start