Games & entertainment
110 use cases, sorted by grade and score.
| Rank | Grade | Use case | Vertical | Function | Volume | Value | Risk | Score |
|---|---|---|---|---|---|---|---|---|
| 1 | S | Minecraft chat moderation plugin blocks harassment and grooming | Games & entertainment | Social & creator | high | major | high | 5.76 |
| 2 | S | Detect toxic voice-chat transcripts for review | Games & entertainment | Social & creator | high | major | high | 5.60 |
| 3 | S | Pitch deck email triage at production company | Games & entertainment | Creative & industry | routine | major | high | 4.82 |
| 4 | S | Detect product placement conflicts | Games & entertainment | Legal & finance | routine | major | high | 4.35 |
| 5 | A | Player intent in support chat for game store | Games & entertainment | Support & CX | high | meaningful | moderate | 5.19 |
| 6 | A | Esports match comment hype detection for highlight clipping | Games & entertainment | Social & creator | high | meaningful | low | 4.91 |
| 7 | A | Rights risk check for archival footage log lines | Games & entertainment | Legal & finance | routine | major | high | 4.77 |
| 8 | A | Classify lyric lines for explicit content | Games & entertainment | Content & brand | routine | major | moderate | 4.73 |
| 9 | A | Dub/subtitle line register triage | Games & entertainment | Agents & dev | routine | meaningful | moderate | 4.56 |
| 10 | A | Bug report triage for live game | Games & entertainment | Agents & dev | routine | meaningful | moderate | 4.52 |
| 11 | A | Fan DM sorting for touring artist | Games & entertainment | Social & creator | routine | meaningful | moderate | 4.52 |
| 12 | A | Playable ad interactive element scoring | Games & entertainment | Ads | routine | major | moderate | 4.48 |
| 13 | A | Cover-song clearance triage | Games & entertainment | Legal & finance | routine | major | high | 4.46 |
| 14 | A | Detect pay-to-win complaints in reviews | Games & entertainment | Support & CX | routine | meaningful | low | 4.38 |
| 15 | A | Script scene tagger for production breakdown | Games & entertainment | Creative & industry | routine | major | high | 4.25 |
| 16 | A | Cheat forum post identification | Games & entertainment | Social & creator | routine | meaningful | moderate | 4.23 |
| 17 | A | Dailies reviewer comment categorisation | Games & entertainment | Creative & industry | routine | meaningful | moderate | 4.18 |
| 18 | A | Asset naming and tagging for art pipeline | Games & entertainment | Creative & industry | routine | meaningful | moderate | 4.09 |
| 19 | A | Classify playtest survey free-text | Games & entertainment | Creative & industry | routine | meaningful | low | 4.09 |
| 20 | A | Detect filler-heavy takes before editor opens them | Games & entertainment | Creative & industry | routine | meaningful | moderate | 4.05 |
| 21 | A | Detect stream clips of game exploits | Games & entertainment | Social & creator | routine | meaningful | moderate | 3.93 |
| 22 | A | NPC dialogue line safety check before shipping | Games & entertainment | Creative & industry | routine | meaningful | moderate | 3.90 |
| 23 | A | Playlist pitching triage for submitted tracks | Games & entertainment | Creative & industry | routine | meaningful | moderate | 3.81 |
| 24 | A | TV series bible continuity check pair | Games & entertainment | Content & brand | routine | meaningful | moderate | 3.74 |
| 25 | A | Quest text localization risk triage | Games & entertainment | Creative & industry | routine | meaningful | moderate | 3.70 |
| 26 | A | Casting self-tape metadata to role fit | Games & entertainment | Ops & HR | routine | meaningful | moderate | 3.67 |
| 27 | A | Script coverage triage of submitted loglines | Games & entertainment | Creative & industry | routine | meaningful | moderate | 3.67 |
| 28 | A | Level design playtest recording voice notes triage | Games & entertainment | Creative & industry | routine | meaningful | moderate | 3.48 |
| 29 | A | Modding forum post to bug vs feature request | Games & entertainment | Support & CX | routine | meaningful | moderate | 3.44 |
| 30 | A | Choose music bed mood tags for each scene | Games & entertainment | Creative & industry | routine | meaningful | moderate | 3.43 |
| 31 | A | Live set mood transitions check for DJ crate | Games & entertainment | Creative & industry | routine | meaningful | moderate | 3.38 |
| 32 | B | Game levels generated in real time | Games & entertainment | Creative & industry | high | minor | low | 4.03 |
| 33 | B | clash-jev | Games & entertainment | Agents & dev | high | minor | low | 3.50 |
| 34 | C | Detect continuity risk lines in editor notes | Games & entertainment | Creative & industry | occasional | meaningful | moderate | 3.82 |
| 35 | C | Minecraft chat moderation plugin for Paper 1.21 | Games & entertainment | Agents & dev | routine | minor | low | 3.66 |
| 36 | C | Detect sensitive content for rating pre-pass | Games & entertainment | Content & brand | occasional | meaningful | moderate | 3.61 |
| 37 | C | Producer feedback comment to mix action category | Games & entertainment | Creative & industry | occasional | meaningful | moderate | 3.29 |
| 38 | C | Run-of-show note conflict checker | Games & entertainment | Creative & industry | occasional | meaningful | moderate | 3.27 |
| 39 | C | Classify rough cut scene transcript for pacing | Games & entertainment | Creative & industry | occasional | meaningful | low | 3.24 |
| 40 | C | Writers room draft line tone consistency per character | Games & entertainment | Content & brand | occasional | meaningful | low | 3.23 |
| 41 | C | A Minecraft bot that builds and fights | Games & entertainment | Agents & dev | routine | minor | low | 3.22 |
| 42 | C | Festival submission category match | Games & entertainment | Creative & industry | occasional | meaningful | moderate | 3.22 |
| 43 | C | Writers room note triage | Games & entertainment | Creative & industry | occasional | meaningful | low | 2.98 |
| 44 | C | Sort sample library by described vibe | Games & entertainment | Creative & industry | occasional | meaningful | low | 2.87 |
| 45 | C | San Francisco rebuilt in Unreal, run by Jev | Games & entertainment | Creative & industry | routine | minor | low | 2.82 |
| 46 | C | Kiru Hai Coach | Games & entertainment | Creative & industry | occasional | minor | low | 2.62 |
| 47 | C | A leveling agent that gets cheaper as it runs | Games & entertainment | Agents & dev | occasional | minor | low | 2.52 |
| 48 | C | 1v1 Jev — Quickscope Arena | Games & entertainment | Creative & industry | occasional | minor | low | 2.51 |
| 49 | C | Setlist song request from crowd text wall | Games & entertainment | Creative & industry | occasional | minor | moderate | 2.50 |
| 50 | C | An endless web game collecting glasses | Games & entertainment | Creative & industry | routine | minor | low | 2.45 |
| 51 | C | Interactive 3D Rubik's cube with solver and coaching | Games & entertainment | Creative & industry | occasional | minor | low | 2.35 |
| 52 | C | live-jev | Games & entertainment | Creative & industry | occasional | minor | low | 2.32 |
| 53 | C | JevPokerBench | Games & entertainment | Agents & dev | occasional | minor | low | 2.19 |
| 54 | C | Mario Never Dies | Games & entertainment | Creative & industry | occasional | minor | low | 2.15 |
| 55 | C | JevMinesweeper | Games & entertainment | Agents & dev | occasional | none | low | 1.88 |
| 56 | C | Play Heist, Chess, and Minesweeper against an AI | Games & entertainment | Creative & industry | occasional | minor | low | 1.78 |
| 57 | C | Friendly Fire Isometric Survival Game with AI Companion | Games & entertainment | Creative & industry | occasional | minor | low | 1.76 |
| 58 | C | AI Reads Pokémon FireRed RAM to Walk the World | Games & entertainment | Agents & dev | occasional | minor | low | 1.68 |
| 59 | C | Bluff Card Game with AI Opponents | Games & entertainment | Creative & industry | occasional | minor | low | 1.67 |
| 60 | C | Laya plays Flappy Bird on a CPU | Games & entertainment | Creative & industry | occasional | minor | low | 1.65 |
| 61 | C | Jev plays Subway Surfers | Games & entertainment | Creative & industry | occasional | minor | low | 1.63 |
| 62 | C | Jev plays Puyo Puyo | Games & entertainment | Creative & industry | occasional | minor | low | 1.61 |
| 63 | C | Shareable results in the Jev chess app | Games & entertainment | Creative & industry | occasional | minor | low | 1.45 |
| 64 | C | hermes-and-jev-play-minecraft | Games & entertainment | Agents & dev | one-off | minor | low | 1.41 |
| 65 | C | Jev plays chess | Games & entertainment | Agents & dev | one-off | minor | low | 1.26 |
| 66 | C | Mario 1-1, with the round trip measured | Games & entertainment | Creative & industry | one-off | minor | low | 1.25 |
| 67 | C | Jev plays Pokémon | Games & entertainment | Creative & industry | occasional | minor | low | 1.22 |
| 68 | C | jev-piano | Games & entertainment | Creative & industry | occasional | minor | low | 1.22 |
| 69 | C | Jev plays Tetris | Games & entertainment | Creative & industry | occasional | none | low | 1.20 |
| 70 | C | In search of a 'proper' BGG ranking algorithm : r/boardgames - Reddit | Games & entertainment | Social & creator | one-off | minor | low | 1.11 |
| 71 | C | Jev plays Slay the Spire 2 | Games & entertainment | Creative & industry | occasional | none | low | 1.11 |
| 72 | C | A Monument Valley-style game | Games & entertainment | Creative & industry | one-off | minor | low | 1.05 |
| 73 | C | Snake, four ways | Games & entertainment | Creative & industry | occasional | none | low | 0.99 |
| 74 | C | Fighter jets flown by Jev agents | Games & entertainment | Creative & industry | one-off | minor | low | 0.96 |
| 75 | C | Chess, once free and once filtered | Games & entertainment | Agents & dev | one-off | minor | low | 0.93 |
| 76 | C | jevs-fly | Games & entertainment | Creative & industry | occasional | none | low | 0.92 |
| 77 | C | Beating the Ender Dragon in Minecraft | Games & entertainment | Creative & industry | one-off | minor | low | 0.82 |
| 78 | C | Using Google's PageRank Algorithm to Rank Teams : r/nfl - Reddit | Games & entertainment | Social & creator | one-off | none | low | 0.74 |
| 79 | C | Laya beats cloud Jev at Tetris | Games & entertainment | Creative & industry | one-off | minor | low | 0.71 |
| 80 | C | Play chess against Jev | Games & entertainment | Creative & industry | one-off | minor | low | 0.70 |
| 81 | C | Jev and Laya play chess instead of benchmarks | Games & entertainment | Creative & industry | one-off | none | low | 0.68 |
| 82 | C | Jev plays Smash Bros. against itself | Games & entertainment | Creative & industry | one-off | none | low | 0.57 |
| 83 | C | Local Laya beats cloud Jev at Tetris | Games & entertainment | Agents & dev | one-off | none | low | 0.44 |
| 84 | C | TypeSafe Mario | Games & entertainment | Creative & industry | one-off | none | low | 0.43 |
| 85 | X | minecraft-agent | Games & entertainment | Agents & dev | high | minor | low | 3.89 |
| 86 | X | game-coach | Games & entertainment | Creative & industry | routine | minor | moderate | 3.48 |
| 87 | X | Real-time agent battles in games | Games & entertainment | Creative & industry | routine | minor | low | 3.18 |
| 88 | X | Real-time AI harness plays Overcooked | Games & entertainment | Agents & dev | routine | minor | low | 2.94 |
| 89 | X | Both hands on a piano, in real time | Games & entertainment | Creative & industry | routine | minor | low | 2.83 |
| 90 | X | A 3D character that reacts while you talk | Games & entertainment | Creative & industry | routine | minor | low | 2.58 |
| 91 | X | Tetris with Jev | Games & entertainment | Creative & industry | routine | minor | low | 2.47 |
| 92 | X | Chef Jev AI agent plays Overcooked in real time | Games & entertainment | Agents & dev | routine | minor | low | 2.46 |
| 93 | X | Algorithm to rank movies based on rating and quantity of reviews : r ... | Games & entertainment | Personalization & CRO | occasional | minor | low | 2.44 |
| 94 | X | Jev plays Super Mario Bros. | Games & entertainment | Creative & industry | routine | minor | low | 2.36 |
| 95 | X | Jev on a movie recommender | Games & entertainment | Personalization & CRO | occasional | minor | moderate | 2.04 |
| 96 | X | OpenDecision | Games & entertainment | Agents & dev | occasional | minor | low | 1.76 |
| 97 | X | An algorithm for ranking players : r/heroesofthestorm - Reddit | Games & entertainment | Social & creator | occasional | minor | low | 1.48 |
| 98 | X | AI plays Pokémon FireRed with human-like movement and battles | Games & entertainment | Agents & dev | one-off | minor | low | 1.33 |
| 99 | X | Write a rule and watch residents find loopholes | Games & entertainment | Creative & industry | occasional | minor | low | 1.29 |
| 100 | X | JevTown | Games & entertainment | Agents & dev | occasional | none | low | 1.19 |
| 101 | X | laya-vs-jev-arena | Games & entertainment | Agents & dev | one-off | minor | low | 1.12 |
| 102 | X | Jev vs the LLMs: Tetris | Games & entertainment | Creative & industry | one-off | minor | low | 0.93 |
| 103 | X | Jev and Laya control Flappy Bird | Games & entertainment | Creative & industry | one-off | none | low | 0.83 |
| 104 | X | Can Jev steer music? | Games & entertainment | Agents & dev | one-off | minor | low | 0.80 |
| 105 | X | Jev plays Pokémon Showdown | Games & entertainment | Creative & industry | one-off | none | low | 0.77 |
| 106 | X | An ultra-fast futsal simulator | Games & entertainment | Creative & industry | one-off | none | low | 0.73 |
| 107 | X | Two bots playing 2048 and Flappy Bird | Games & entertainment | Creative & industry | one-off | none | low | 0.66 |
| 108 | X | Jev vs. Laya, over chess | Games & entertainment | Other | one-off | none | low | 0.60 |
| 109 | X | A Nintendo DS game built with Jev | Games & entertainment | Creative & industry | one-off | none | low | 0.54 |
| 110 | X | T-Rex Run: local MLX Laya vs. cloud Jev | Games & entertainment | Creative & industry | one-off | none | low | 0.43 |