replay-vision-scanner-user-frustrationlisted
Install: claude install-skill Aymenjdily/biblion-testing-agentic-ai-skills
# Frustration scanner (monitor)
The user getting stuck, described in **this** product's terms. Gated on
`$rageclick` — cheap and high-precision, because here the gating event *is*
the friction. Create with `vision-scanners-create`. You fill three blanks;
the scaffold around them is locked, and so is the query: **leave the
`$rageclick` gate as the only filter** — this monitor owns the *what they
did* axis of the disjointness rule in `replay-vision-scanners-core`.
```jsonc
{
// AGENT FILLS `name`, per the core naming rule - "Booking frustration",
// "Editor rage clicks".
"name": "<name>",
"scanner_type": "monitor",
"scanner_config": {
"prompt": "Watch this session for clear signs the user got stuck or frustrated: repeatedly clicking the same element, hammering a button that isn't responding, retrying the same action over and over, visibly hunting for something they can't find, or abandoning a flow partway through. In this product that especially means: {{STUCK_MOMENTS}}. Only flag genuine struggle you can see – not normal browsing or a single mis-click. For each: what they were trying to do, where they got stuck, and the URL.\n\n{{PRODUCT_CONTEXT}}"
},
"query": {
"kind": "RecordingsQuery",
"events": [{ "id": "$rageclick", "type": "events" }]
},
"sampling_rate": 1.0,
"model": "gemini-3-flash-preview"
}
```
**`{{STUCK_MOMENTS}}`** is three to six places a user of *this* product
realistically gets stuck, read out of the repo — "hammering a slot t