Places
SkillDev toolsFind, compare, and share details on physical places near the user or in a specified area, including restaurants, cafes, bars, hotels, parks, attractions, shops, and businesses with local services. Not for itineraries, choosing a city or region, dated events or showtimes, or directions.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Places skill
What this skill tells your AI
The instructions your AI receives, as published by win4r/museai-skills in opt/hatch/skills/places-search/SKILL.md and read by ahel’s review.
Use browser.search for all place discovery and name/address lookup. Run
places <command> through muse.exec for richer details and photo-based place
detection. Never load or search for a places tool namespace. If a search
comes back empty or weak, refine the browser.search query per the rules
below. Print CLI JSON to stdout for you to read, not to show the user. Use
--help when needed. No sign-in is required.
Common flows
Find places
Use browser.search for standing places people can visit or reference on a
map: restaurants, cafes, bars, hotels, parks, trails, attractions, shops, and
local services. A follow-up like "anything cheaper?" or "Italian instead?"
refines the preceding search.
- Put the complete user intent in
primary_query.query. Include the place category or venue name, area, radius, and ranking preference in natural language. For example, search for "best sushi restaurants in San Francisco within five miles", not just "sushi". - Preserve "near me" or "nearby" in the query when that is what the user asked so that device location is used; never invent or guess a location.
- One call covers one area. When the user names multiple cities or neighborhoods, run a separate call for each and cover each in the answer.
- For category discovery, include the category and area in the query. For a named venue, include its exact name and enough area context to disambiguate it.
- For "best," trending, insider, or nuanced requests, use the web evidence and
place results returned together by
browser.search. Ground every named venue in a returned result. - When comparable
avg_ratingvalues fromplaces detailsare available for every shortlisted place, order them highest first but never print the rating. Otherwise order by relevance to the user's constraints. - Avoid showing permanently or temporarily closed places unless specifically asked for.
- Judge the returned result set rather than following rank blindly. Set aside wrong-category or wrong-area results. If the set is weak, retry with an exact venue name, a narrower subtype, or clearer area language.
Get richer details
places detailstakes numeric place IDs only. It cannot search by name or address; usebrowser.searchfor that.- Call
places detailsonly whenbrowser.searchexplicitly returns an all-digitplace_idfor that result. Never derive an ID from a venue name or URL. - Prefer the
browser.searchresponse when it already contains enough detail. Useplaces detailsfor richer or fresher hours, prices, photos, reviews, and offerings. - If
browser.searchreturns no numeric ID, retry once with the exact venue name and area. If that still returns no ID, answer from cited search evidence without details or a map. - Batch several IDs into one call when comparing places. Pass
--motivationwith the user's intent so quotes and photos are ranked for it. places detailsreturns{"<place_id>": {"details": {…, "rating": {"avg_rating", "num_rating"}}}}, keyed by id.
Show places on a map
Before creating a map, run places details for the selected numeric IDs. Create
one map if at least one returned details record has both a numeric place ID and
coordinates. This applies to recommendations, comparisons, named-place
lookups, and other uses where a map could ground the user. See Response
formatting for which places go on it.
Create one local_map widget with widget.create and this payload:
{
"kind": "local_map",
"data": {
"elements": [
{
"kind": "rich_place",
"place_id": "<numeric ID>",
"name": "<name from the same result>",
"coordinate": {
"latitude": 0.0,
"longitude": 0.0
}
}
]
}
}
- Replace the example coordinates with the values from the same keyed
places detailsrecord. Use its canonical name. Omit a place whose details or coordinates are missing; never infer an ID or geocode a name. - If creation fails, answer in text. Do not retry or build an HTML or image map.
Identify a place from a photo
Use places detect when captured frames and GPS need to resolve which place the
user is at. It returns ranked candidates as {place_id, place_name, confidence}.
Pass a returned ID to places details for more. The optional 4th --location
field is the connected Wi-Fi BSSID; include it verbatim when known to improve
Home/Work matching, and never echo a raw BSSID back to the user.
Response formatting
- Never name a place that did not come back from a tool.
- Match the framing to the ask. When the user wants a recommendation, give them two to three. When the request is broad, offer a few named results as a starting point.
- Name two to three places in text from the merged result set. Write each on
its own line in exactly this shape:
**Name**, a sentence or two on why you chose it.Open with one short line framing the answer before the places. - Send the text as one message. Never add a second message after the map.
- No addresses, raw place IDs, coordinates, star ratings, review counts, or price levels in text.
- After a recommendation, note there are more options without itemizing; after a broad answer, offer to narrow to a recommendation.
- Cite factual claims sourced from
browser.searchusing its normal citation format. - Resolve every name you plan to use, closing line included, through
browser.searchbefore creating the map. Never name an unresolved place. - Build the map from the most relevant places returned that have a place ID and coordinates. Don't rely solely on named places in your text as an indication of what places should appear on the map.
- The places you named come first on the map, in the order you named them, ahead of everything else.
- Create one map per answer. Include the returned
embed_token. - Never narrate or reference the map. No "I mapped things out for you"; "Take a look at the map", etc.
Limits
- Do not write directions, turn-by-turn steps, maps links, or navigation controls.
- Do not estimate travel times or distances. Use only values returned by a tool.
Signals
- GitHub stars
- 293
- Forks
- 93
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
places-search- Source
- github.com/win4r/museai-skills