Not promising: gray-area traffic for stars and downloads. Console game reverse-port cracks, jailbroken / free-model reverse proxies, the REA reverse-engineering craze, star-farming and bait repos, knockoff apps riding famous names.
- Status
- Close (not recommended to follow: the stars and downloads are real, but they come from infringement, terms violations, or scams; repos get taken down and accounts banned, so the author gets no reputation or revenue that accumulates).
- Why this is written up
- On the GitHub star-gainers chart and the China-region tools chart, these are the fastest risers. When judging "what projects are popular" by stars, they are the biggest noise. DMCA takedowns for game ports are a certainty; cracking and reverse-proxying violate every model vendor's terms, leading to bans and repo removal (the existence of mirror repos is the evidence); bait repos are malware distribution. Echoing [010]: the DSH plugin ecosystem that [010] observed is led by this entry's dsh-our-free-model and dsh-purge, and this entry flags that category of gray plugins as "don't follow".
- Confidence
- High. Conditions that would overturn this (when it becomes doable for a small team): a console maker explicitly declines to pursue "recompilation tool layers that don't carry game assets," while decomp.wtf / PSPRecomp-style frameworks grow to thousands of stars with sponsorship income; or a model vendor officially opens a free quota plus a plugin revenue share, making "free model use" a legitimate distribution path. Then switch to looking at [010].
Evidence
Grouped by store. Each group starts with the charts that can be graphed (real curves, data dates below the chart), then the scanner's original notes and source links.
GitHub4 evidence · 10 products with curves
2 more products' curves
- GitHub (11-02 core): console game reverse-porting. seedds/nxnative (created 10-13, "turns NSP folders into IPA"), 10,886 stars, 7 days +7,153; boykopovar/AnyPS, 5 50,391 stars (7 days +2,247, status "cooling"); ly05010419/MacNativeGames 6,767 (cooling); valentderah/totk-pc-recomp (created 10-29), 3,083 stars, 1 days +580; LNPANDY/NX2Apple 2,664; deadinside28/bloodborne_pc 3,826 (cooling). Report: ≤120 days, 465 related repos; only about 30 of them have ≥500 stars, and almost all authors are new accounts with a single repo. The cluster already has repos saying "upstream is about to delete the repo, this is a full mirror."
- GitHub (11-02 core): jailbreaks / free models / account-pool proxies. Ebony-Vinyl/dsh-our-free-model 55,682 stars (7 days +12,962); YuJunZhiXue/dsh-purge 15,295 stars (7 days +6,531, forks 3,517); MDX-Tom/gpt-instruct (Codex jailbreak) 11,037; Tencent WorkBuddy account-pool proxies linguo2625469/workbuddy2api-panel 4,655, ardeyouxipianyi/workbuddy2api-hub 3,359, and at least 12 repos named workbuddy2api. Report: ≤120 days, 366 such repos.
- GitHub(REA,报告 11-01;11-02 复数):报告数是 09-28 那周新建 205 个带 REA / 逆向字样的库,到 11-01 只有 2 个过 500 星。我用更窄的正则复数(和报告口径不同,只看趋势):09-28 周 88 个 → 10-26 周 6 个,已经退潮。
- GitHub (star-farming and bait, 11-02 core): AhmadHassan-BTed's 30 repos gain a neat +150~200 every day. Turnitout-Humanizer ("bypass Turnitin") has 11,142 stars (report 10,703,1 days +439), with only 237 forks. Report: bait repos whose descriptions mention pre-activated / full working installer / aimbot / FPS booster, ≤120 days, 1,345 repos, 6.1% of the 19,887 repos added in the last 45 days. Using a simplified regex plural: 10-26 that week saw 336 new repos (previous week 34), and it's still accelerating.
App Store1 evidence items · 1 products with curves
- App Store (CN, 11-02 core): Codex AI - Remote Codex (6781323682, developer Ariadni Deligianni, first launched 06-30), CN Productivity free #40 (11-01 #35), CN rating 10-28 273 → 11-02 482. One-star review on 10-23: "Scam software, has nothing to do with OpenAI's Codex, got scammed and can't get the money back 398." Other name-riding clones include a Truecaller knockoff, Hp Smart App, and an unofficial Meshy AI 3D Generator (per report).
Already doing it
Game ports: nxnative, AnyPS5, MacNativeGames, SavageWindRecomp, totk-pc-recomp, Eglantine, bloodborne_pc, NX2Apple, ps2-web-recomp. Jailbreaks / proxies: dsh-our-free-model, dsh-purge and mirrors, gpt-instruct, jailbreaks, the workbuddy2api series, omnirush-gui, Agent2API, muse2api, codex-chatgpt-web. Star farming: AhmadHassan-BTed. Knockoffs: Codex AI - Remote Codex. On the tooling side, only decomp.wtf (546 stars), PSPRecomp, console-skill (197 stars), replica-skill (6,954 stars) and ghidra's red flags are worth borrowing from.
The hardest step
It's not a technical problem. The path has no endpoint: repos get deleted any time, accounts get banned any time, the authors are anonymous, and there's no reputation or money at the end.
Who it's for
Not for anyone who wants to build a reputation or income. If you ship products, treat it as noise to filter out when reading the star charts.
Should every product builder know this?
Yes. Essential for cleaning up the GitHub trending chart and the China-store tools chart. Bait repos are also a security risk.
Change log
Original: Scanner opportunity library #079 (updated daily, 06:00); this page was generated on the 2026-11-08 edition.