product-study
ilang-ai/autocodeSkill
Study an existing product from its public pages and turn it into an evidence-backed blueprint plus an MVP cut that AutoCode can build and ship. Use this whenever the user wants something "like X", "similar to X", "my own version of X", "a clone of X", names a competitor they admire, or pastes a product URL and asks to build it — even when they never say "research" or "analyze". Public sources only (official site, docs, pricing, changelog, public repos, app-store listings, public reviews); no logins, captures, decompiling, or copying of code, copy, images or brand.
Why this score
This repo hosts 10 skills, so its 104 stars are split between them (about 10 each) for scoring.
Popularity score: 55/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 18416ad5471d, with Cisco's open-source skill-scanner.
What its code does:
- Makes network requestsSKILL.md, scripts/acceptance_run.py:41, scripts/fetch_public.py:185 and 1 more
Web addresses in its code:
- raw.githubusercontent.comscripts/fetch_public.py:483
- linear.appSKILL.md:241
- api.github.comscripts/fetch_public.py:471
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneproduct-study ilang-ai/autocode · Skill | 55 | ★ 104 | ≈146 always | 20d ago |
| study alaliqing/claude-paper · Skill Both about study and analyze | 59 | ★ 349 | ≈28 always | 3mo ago |
| book-study sanyuan0704/sanyuan-skills · Skill Both about study and say | 68 | ★ 4.0k | ≈131 always | 6mo ago |
| product-writing scarletkc/agents · Skill Same job: documentation | 61 | ★ 225 | ≈51 always | 17d ago |
| kev-modal-study jaredpalmer/kev · Skill Both about study and repo | 79 | ★ 9.3k | ≈64 always | 19d ago |
| product-document Shy2593666979/AgentChat · Skill Both about product | 71 | ★ 920 | ≈16 always | 18d ago |