Inspiration
I build websites and browser games with AI assistants, fast, and the project folders pile up. My rule is "make sure nothing is forgotten," and something small still slips on almost every launch: no icon, no link preview, an image that lives in another copy of the project. I wanted a last look that doesn't depend on my memory.
What it does
You point it at one web project folder on the NAS. It reads the top of the main page and gives you a short list of flags. Each flag quotes the exact line it is based on.
- Screen sizes the page possibly fits, with warnings
- Icon reference
- Link preview tags
- Page title and description
- Outside sites the page loads from
- Files the page names that aren't in the folder
If a file is missing, you pick a folder to search and it lists candidate copies with size, date and checksum. You decide which one is right. If you say yes, it saves the report next to the project and tags the folder.
It's the assist, not the scorer. It fixes nothing and opens nothing.
How I built it
One SKILL.md and three Markdown reference files, written with UGREEN's Skill Creation Tool. Ten delegate instructions go to three experts: file-agent (find, read, checksum, tags), photo-agent (one question per screenshot) and knowledge-agent (save the report). Reads are capped so the on-device model has a small job. Nothing is written without platform approval.
Challenges I ran into
- A Skill can't open a page. I had to stop saying "mobile friendly" and say "possibly fits", with the evidence.
- UGREEN's publishing standards don't allow searching for sensitive files. Secret hunting came out, and the missing-file search leaves sensitive names alone.
- The checker is stricter than the template in a few places, so I wrote to the checker.
Accomplishments that I'm proud of
- It passes UGREEN's static checker with no errors or warnings.
- Every flag shows its proof, and the report is tied to a checksum of the page.
- A script ran the same rules on 29 of my own web folders. 12 had no icon reference and 15 had no link preview tags. So the problem is real, at least for me.
What I learned
An honest "possibly" is more useful than a confident "ready". And the NAS has something a browser tool doesn't: my other folders, which is usually where the missing file is.
What's next for prelaunch-flags
Run it on a real UGREEN AI NAS. It hasn't run on one yet. I need to see whether partial reads, folder tagging, the save path and the vision answers behave the way the Skill expects.
AI disclosure
Built by Omer Orman with the help of AI tools (Anthropic's Claude) for drafting, checking and research. I reviewed it, but errors are possible. Not affiliated with or endorsed by Anthropic or UGREEN.
Built With
- markdown
- ugos
- uliya-skill-kit
