[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-letta-yelp-search":3,"mdc-simup-key":28,"related-org-letta-yelp-search":1592,"related-repo-letta-yelp-search":1755},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":12,"stars":17,"repoUrl":18,"updatedAt":19,"license":20,"forks":21,"topics":22,"repo":23,"sourceUrl":26,"mdContent":27},"yelp-search","search Yelp for local business information","Search Yelp for local businesses, get contact info, ratings, and hours. Use when finding services (cleaners, groomers, restaurants, etc.), looking up business phone numbers to text, or checking ratings before booking. Triggers on queries about finding businesses, restaurants, services, or \"look up on Yelp\".",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},"letta","Letta","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fletta.png","letta-ai",[13],{"name":14,"slug":15,"type":16},"Search","search","tag",127,"https:\u002F\u002Fgithub.com\u002Fletta-ai\u002Fskills","2026-07-13T06:24:54.639095",null,20,[],{"repoUrl":18,"stars":17,"forks":21,"topics":24,"description":25},[],"A shared repository for skills. Intended to be used with Letta Code, Claude Code, Codex CLI, and other agents that support skills.","https:\u002F\u002Fgithub.com\u002Fletta-ai\u002Fskills\u002Ftree\u002FHEAD\u002Ftools\u002Fyelp-search","---\nname: yelp-search\ndescription: Search Yelp for local businesses, get contact info, ratings, and hours. Use when finding services (cleaners, groomers, restaurants, etc.), looking up business phone numbers to text, or checking ratings before booking. Triggers on queries about finding businesses, restaurants, services, or \"look up on Yelp\".\n---\n\n# Yelp Search Integration\n\nSearch for local businesses on Yelp to find services, get contact information, check ratings, and retrieve hours of operation.\n\n## Setup\n\n### 1. Yelp API Key (Required)\n\n1. Go to https:\u002F\u002Fwww.yelp.com\u002Fdevelopers\n2. Create an account or sign in\n3. Click \"Create App\" and fill out the form\n4. Copy your API Key\n\nAdd to your `.env` file:\n```\nYELP_API_KEY=your_api_key_here\n```\n\n### 2. Browser-Use for Reviews (Optional)\n\nOnly needed if you want to extract review text (slow, ~30-60s per request).\n\n**Install dependencies:**\n```bash\nuv add browser-use playwright langchain-openai\nuv run playwright install chromium\n```\n\n**Add to `.env`:**\n```\nOPENAI_API_KEY=your_openai_key_here\n```\n\nNote: Review extraction uses browser-use to search DuckDuckGo (since Yelp blocks direct scraping). For most use cases, the rating + review_count from the API is sufficient.\n\n## Scripts\n\nAll scripts are in `tools\u002Fyelp-search\u002Fscripts\u002F` and should be run with `uv run python`.\n\n### search.py - Find Businesses (Primary Tool)\n```bash\nuv run python tools\u002Fyelp-search\u002Fscripts\u002Fsearch.py \"search term\" --location \"City, State\"\n```\n\n**Options:**\n| Flag | Description | Example |\n|------|-------------|---------|\n| `--location`, `-l` | City, address, or zip | `\"San Francisco\"` or `\"94123\"` |\n| `--latitude\u002F--longitude` | GPS coordinates | `--latitude 37.78 --longitude -122.41` |\n| `--limit`, `-n` | Number of results (default: 5) | `-n 10` |\n| `--sort-by` | Sort order | `rating`, `distance`, `review_count`, `best_match` |\n| `--price` | Price filter (1-4) | `--price 1,2` for $ and $$ only |\n| `--json` | Output raw JSON | |\n\n**Examples:**\n```bash\n# Find top-rated dog groomers\nuv run python tools\u002Fyelp-search\u002Fscripts\u002Fsearch.py \"dog groomer\" -l \"San Francisco\" --sort-by rating\n\n# Find cheap restaurants nearby\nuv run python tools\u002Fyelp-search\u002Fscripts\u002Fsearch.py \"restaurants\" -l \"94123\" --price 1,2 --sort-by distance\n\n# Search near a specific address\nuv run python tools\u002Fyelp-search\u002Fscripts\u002Fsearch.py \"laundry pickup\" -l \"123 Main St, San Francisco\"\n```\n\n### details.py - Get Business Hours & Info\n```bash\nuv run python tools\u002Fyelp-search\u002Fscripts\u002Fdetails.py \"business-alias\"\n```\n\nThe business alias is in the Yelp URL (e.g., `the-laundry-corner-san-francisco`).\n\n### phone_search.py - Reverse Lookup\n```bash\nuv run python tools\u002Fyelp-search\u002Fscripts\u002Fphone_search.py \"+14155551234\"\n```\n\n### get_reviews.py - Extract Review Text (Slow)\n```bash\nuv run python tools\u002Fyelp-search\u002Fscripts\u002Fget_reviews.py \"Business Name\" -l \"City\" -n 3\n```\n\n**Note:** Uses browser-use which is slow (~30-60s). Yelp blocks direct scraping, so it searches DuckDuckGo for cached reviews as a workaround.\n\n### scrape_reviews.py - Direct Yelp Scraping (Alternative)\n```bash\nuv run python tools\u002Fyelp-search\u002Fscripts\u002Fscrape_reviews.py \"https:\u002F\u002Fwww.yelp.com\u002Fbiz\u002Fbusiness-alias\" -n 5\n```\n\n**Requires Browserbase credentials:**\n```\nBROWSERBASE_API_KEY=your_key_here\nBROWSERBASE_PROJECT_ID=your_project_id\n```\n\n**Note:** Uses Browserbase with proxies to bypass Yelp's CAPTCHA. More reliable than `get_reviews.py` but requires a Browserbase account.\n\n## Best Practices\n\n### Evaluating Quality Without Review Text\nThe API provides rating + review_count which is usually sufficient:\n\n| Rating | Review Count | Interpretation |\n|--------|--------------|----------------|\n| 4.5+ | 50+ | Excellent, reliable data |\n| 4.5+ | \u003C20 | Promising but limited data |\n| 4.0-4.4 | 100+ | Good, well-established |\n| \u003C4.0 | any | Proceed with caution |\n\n### Finding Services with Specific Needs\nWhen looking for services with specific requirements (weekend hours, pickup\u002Fdelivery, etc.):\n\n1. **Search** with `--sort-by rating` to get best options\n2. **Get details** on top candidates to check hours\n3. **Filter** for businesses open when you need them\n4. **Contact directly** to confirm specific services (pickup, delivery, etc.) since Yelp doesn't always have this info\n\n### Search Tips\n- Use specific terms: `\"laundry pickup\"` not just `\"laundry\"`\n- Search near an address for accurate distance: `-l \"123 Main St, City\"`\n- Sort by `rating` first, then check `distance` on results\n- Check `review_count` - high ratings with few reviews may be unreliable\n\n## Response Data\n\nEach business result includes:\n- **name** - Business name\n- **phone** - Phone number (use for texting\u002Fcalling)\n- **rating** - Yelp rating (1-5 stars)\n- **review_count** - Number of reviews\n- **price** - Price level ($ to $$$$)\n- **location** - Full address\n- **hours** - Operating hours by day (in details)\n- **distance** - Distance from search location\n- **categories** - Business categories\n- **is_open_now** - Current open\u002Fclosed status\n\n## Limitations\n\n| Feature | Status | Notes |\n|---------|--------|-------|\n| Business search | ✅ Works | Fast, reliable |\n| Business details | ✅ Works | Includes hours |\n| Phone lookup | ✅ Works | Reverse search |\n| Review text (API) | ❌ Paid only | Requires enterprise tier |\n| Review text (scraping) | ⚠️ Slow | browser-use workaround via DuckDuckGo |\n\n- Free API tier: 500 calls\u002Fday\n- Results limited to 50 per request\n- Some business info (pickup\u002Fdelivery) not in API - contact directly\n",{"data":29,"body":30},{"name":4,"description":6},{"type":31,"children":32},"root",[33,42,48,55,62,95,109,121,127,132,141,210,225,234,239,245,266,272,335,343,572,580,811,817,857,870,876,916,922,990,1000,1006,1055,1063,1072,1089,1095,1101,1106,1204,1210,1215,1265,1271,1336,1342,1347,1447,1453,1568,1586],{"type":34,"tag":35,"props":36,"children":38},"element","h1",{"id":37},"yelp-search-integration",[39],{"type":40,"value":41},"text","Yelp Search Integration",{"type":34,"tag":43,"props":44,"children":45},"p",{},[46],{"type":40,"value":47},"Search for local businesses on Yelp to find services, get contact information, check ratings, and retrieve hours of operation.",{"type":34,"tag":49,"props":50,"children":52},"h2",{"id":51},"setup",[53],{"type":40,"value":54},"Setup",{"type":34,"tag":56,"props":57,"children":59},"h3",{"id":58},"_1-yelp-api-key-required",[60],{"type":40,"value":61},"1. Yelp API Key (Required)",{"type":34,"tag":63,"props":64,"children":65},"ol",{},[66,80,85,90],{"type":34,"tag":67,"props":68,"children":69},"li",{},[70,72],{"type":40,"value":71},"Go to ",{"type":34,"tag":73,"props":74,"children":78},"a",{"href":75,"rel":76},"https:\u002F\u002Fwww.yelp.com\u002Fdevelopers",[77],"nofollow",[79],{"type":40,"value":75},{"type":34,"tag":67,"props":81,"children":82},{},[83],{"type":40,"value":84},"Create an account or sign in",{"type":34,"tag":67,"props":86,"children":87},{},[88],{"type":40,"value":89},"Click \"Create App\" and fill out the form",{"type":34,"tag":67,"props":91,"children":92},{},[93],{"type":40,"value":94},"Copy your API Key",{"type":34,"tag":43,"props":96,"children":97},{},[98,100,107],{"type":40,"value":99},"Add to your ",{"type":34,"tag":101,"props":102,"children":104},"code",{"className":103},[],[105],{"type":40,"value":106},".env",{"type":40,"value":108}," file:",{"type":34,"tag":110,"props":111,"children":115},"pre",{"className":112,"code":114,"language":40},[113],"language-text","YELP_API_KEY=your_api_key_here\n",[116],{"type":34,"tag":101,"props":117,"children":119},{"__ignoreMap":118},"",[120],{"type":40,"value":114},{"type":34,"tag":56,"props":122,"children":124},{"id":123},"_2-browser-use-for-reviews-optional",[125],{"type":40,"value":126},"2. Browser-Use for Reviews (Optional)",{"type":34,"tag":43,"props":128,"children":129},{},[130],{"type":40,"value":131},"Only needed if you want to extract review text (slow, ~30-60s per request).",{"type":34,"tag":43,"props":133,"children":134},{},[135],{"type":34,"tag":136,"props":137,"children":138},"strong",{},[139],{"type":40,"value":140},"Install dependencies:",{"type":34,"tag":110,"props":142,"children":146},{"className":143,"code":144,"language":145,"meta":118,"style":118},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","uv add browser-use playwright langchain-openai\nuv run playwright install chromium\n","bash",[147],{"type":34,"tag":101,"props":148,"children":149},{"__ignoreMap":118},[150,183],{"type":34,"tag":151,"props":152,"children":155},"span",{"class":153,"line":154},"line",1,[156,162,168,173,178],{"type":34,"tag":151,"props":157,"children":159},{"style":158},"--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B",[160],{"type":40,"value":161},"uv",{"type":34,"tag":151,"props":163,"children":165},{"style":164},"--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D",[166],{"type":40,"value":167}," add",{"type":34,"tag":151,"props":169,"children":170},{"style":164},[171],{"type":40,"value":172}," browser-use",{"type":34,"tag":151,"props":174,"children":175},{"style":164},[176],{"type":40,"value":177}," playwright",{"type":34,"tag":151,"props":179,"children":180},{"style":164},[181],{"type":40,"value":182}," langchain-openai\n",{"type":34,"tag":151,"props":184,"children":186},{"class":153,"line":185},2,[187,191,196,200,205],{"type":34,"tag":151,"props":188,"children":189},{"style":158},[190],{"type":40,"value":161},{"type":34,"tag":151,"props":192,"children":193},{"style":164},[194],{"type":40,"value":195}," run",{"type":34,"tag":151,"props":197,"children":198},{"style":164},[199],{"type":40,"value":177},{"type":34,"tag":151,"props":201,"children":202},{"style":164},[203],{"type":40,"value":204}," install",{"type":34,"tag":151,"props":206,"children":207},{"style":164},[208],{"type":40,"value":209}," chromium\n",{"type":34,"tag":43,"props":211,"children":212},{},[213],{"type":34,"tag":136,"props":214,"children":215},{},[216,218,223],{"type":40,"value":217},"Add to ",{"type":34,"tag":101,"props":219,"children":221},{"className":220},[],[222],{"type":40,"value":106},{"type":40,"value":224},":",{"type":34,"tag":110,"props":226,"children":229},{"className":227,"code":228,"language":40},[113],"OPENAI_API_KEY=your_openai_key_here\n",[230],{"type":34,"tag":101,"props":231,"children":232},{"__ignoreMap":118},[233],{"type":40,"value":228},{"type":34,"tag":43,"props":235,"children":236},{},[237],{"type":40,"value":238},"Note: Review extraction uses browser-use to search DuckDuckGo (since Yelp blocks direct scraping). For most use cases, the rating + review_count from the API is sufficient.",{"type":34,"tag":49,"props":240,"children":242},{"id":241},"scripts",[243],{"type":40,"value":244},"Scripts",{"type":34,"tag":43,"props":246,"children":247},{},[248,250,256,258,264],{"type":40,"value":249},"All scripts are in ",{"type":34,"tag":101,"props":251,"children":253},{"className":252},[],[254],{"type":40,"value":255},"tools\u002Fyelp-search\u002Fscripts\u002F",{"type":40,"value":257}," and should be run with ",{"type":34,"tag":101,"props":259,"children":261},{"className":260},[],[262],{"type":40,"value":263},"uv run python",{"type":40,"value":265},".",{"type":34,"tag":56,"props":267,"children":269},{"id":268},"searchpy-find-businesses-primary-tool",[270],{"type":40,"value":271},"search.py - Find Businesses (Primary Tool)",{"type":34,"tag":110,"props":273,"children":275},{"className":143,"code":274,"language":145,"meta":118,"style":118},"uv run python tools\u002Fyelp-search\u002Fscripts\u002Fsearch.py \"search term\" --location \"City, State\"\n",[276],{"type":34,"tag":101,"props":277,"children":278},{"__ignoreMap":118},[279],{"type":34,"tag":151,"props":280,"children":281},{"class":153,"line":154},[282,286,290,295,300,306,311,316,321,325,330],{"type":34,"tag":151,"props":283,"children":284},{"style":158},[285],{"type":40,"value":161},{"type":34,"tag":151,"props":287,"children":288},{"style":164},[289],{"type":40,"value":195},{"type":34,"tag":151,"props":291,"children":292},{"style":164},[293],{"type":40,"value":294}," python",{"type":34,"tag":151,"props":296,"children":297},{"style":164},[298],{"type":40,"value":299}," tools\u002Fyelp-search\u002Fscripts\u002Fsearch.py",{"type":34,"tag":151,"props":301,"children":303},{"style":302},"--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF",[304],{"type":40,"value":305}," \"",{"type":34,"tag":151,"props":307,"children":308},{"style":164},[309],{"type":40,"value":310},"search term",{"type":34,"tag":151,"props":312,"children":313},{"style":302},[314],{"type":40,"value":315},"\"",{"type":34,"tag":151,"props":317,"children":318},{"style":164},[319],{"type":40,"value":320}," --location",{"type":34,"tag":151,"props":322,"children":323},{"style":302},[324],{"type":40,"value":305},{"type":34,"tag":151,"props":326,"children":327},{"style":164},[328],{"type":40,"value":329},"City, State",{"type":34,"tag":151,"props":331,"children":332},{"style":302},[333],{"type":40,"value":334},"\"\n",{"type":34,"tag":43,"props":336,"children":337},{},[338],{"type":34,"tag":136,"props":339,"children":340},{},[341],{"type":40,"value":342},"Options:",{"type":34,"tag":344,"props":345,"children":346},"table",{},[347,371],{"type":34,"tag":348,"props":349,"children":350},"thead",{},[351],{"type":34,"tag":352,"props":353,"children":354},"tr",{},[355,361,366],{"type":34,"tag":356,"props":357,"children":358},"th",{},[359],{"type":40,"value":360},"Flag",{"type":34,"tag":356,"props":362,"children":363},{},[364],{"type":40,"value":365},"Description",{"type":34,"tag":356,"props":367,"children":368},{},[369],{"type":40,"value":370},"Example",{"type":34,"tag":372,"props":373,"children":374},"tbody",{},[375,418,444,477,524,552],{"type":34,"tag":352,"props":376,"children":377},{},[378,396,401],{"type":34,"tag":379,"props":380,"children":381},"td",{},[382,388,390],{"type":34,"tag":101,"props":383,"children":385},{"className":384},[],[386],{"type":40,"value":387},"--location",{"type":40,"value":389},", ",{"type":34,"tag":101,"props":391,"children":393},{"className":392},[],[394],{"type":40,"value":395},"-l",{"type":34,"tag":379,"props":397,"children":398},{},[399],{"type":40,"value":400},"City, address, or zip",{"type":34,"tag":379,"props":402,"children":403},{},[404,410,412],{"type":34,"tag":101,"props":405,"children":407},{"className":406},[],[408],{"type":40,"value":409},"\"San Francisco\"",{"type":40,"value":411}," or ",{"type":34,"tag":101,"props":413,"children":415},{"className":414},[],[416],{"type":40,"value":417},"\"94123\"",{"type":34,"tag":352,"props":419,"children":420},{},[421,430,435],{"type":34,"tag":379,"props":422,"children":423},{},[424],{"type":34,"tag":101,"props":425,"children":427},{"className":426},[],[428],{"type":40,"value":429},"--latitude\u002F--longitude",{"type":34,"tag":379,"props":431,"children":432},{},[433],{"type":40,"value":434},"GPS coordinates",{"type":34,"tag":379,"props":436,"children":437},{},[438],{"type":34,"tag":101,"props":439,"children":441},{"className":440},[],[442],{"type":40,"value":443},"--latitude 37.78 --longitude -122.41",{"type":34,"tag":352,"props":445,"children":446},{},[447,463,468],{"type":34,"tag":379,"props":448,"children":449},{},[450,456,457],{"type":34,"tag":101,"props":451,"children":453},{"className":452},[],[454],{"type":40,"value":455},"--limit",{"type":40,"value":389},{"type":34,"tag":101,"props":458,"children":460},{"className":459},[],[461],{"type":40,"value":462},"-n",{"type":34,"tag":379,"props":464,"children":465},{},[466],{"type":40,"value":467},"Number of results (default: 5)",{"type":34,"tag":379,"props":469,"children":470},{},[471],{"type":34,"tag":101,"props":472,"children":474},{"className":473},[],[475],{"type":40,"value":476},"-n 10",{"type":34,"tag":352,"props":478,"children":479},{},[480,489,494],{"type":34,"tag":379,"props":481,"children":482},{},[483],{"type":34,"tag":101,"props":484,"children":486},{"className":485},[],[487],{"type":40,"value":488},"--sort-by",{"type":34,"tag":379,"props":490,"children":491},{},[492],{"type":40,"value":493},"Sort order",{"type":34,"tag":379,"props":495,"children":496},{},[497,503,504,510,511,517,518],{"type":34,"tag":101,"props":498,"children":500},{"className":499},[],[501],{"type":40,"value":502},"rating",{"type":40,"value":389},{"type":34,"tag":101,"props":505,"children":507},{"className":506},[],[508],{"type":40,"value":509},"distance",{"type":40,"value":389},{"type":34,"tag":101,"props":512,"children":514},{"className":513},[],[515],{"type":40,"value":516},"review_count",{"type":40,"value":389},{"type":34,"tag":101,"props":519,"children":521},{"className":520},[],[522],{"type":40,"value":523},"best_match",{"type":34,"tag":352,"props":525,"children":526},{},[527,536,541],{"type":34,"tag":379,"props":528,"children":529},{},[530],{"type":34,"tag":101,"props":531,"children":533},{"className":532},[],[534],{"type":40,"value":535},"--price",{"type":34,"tag":379,"props":537,"children":538},{},[539],{"type":40,"value":540},"Price filter (1-4)",{"type":34,"tag":379,"props":542,"children":543},{},[544,550],{"type":34,"tag":101,"props":545,"children":547},{"className":546},[],[548],{"type":40,"value":549},"--price 1,2",{"type":40,"value":551}," for $ and $$ only",{"type":34,"tag":352,"props":553,"children":554},{},[555,564,569],{"type":34,"tag":379,"props":556,"children":557},{},[558],{"type":34,"tag":101,"props":559,"children":561},{"className":560},[],[562],{"type":40,"value":563},"--json",{"type":34,"tag":379,"props":565,"children":566},{},[567],{"type":40,"value":568},"Output raw JSON",{"type":34,"tag":379,"props":570,"children":571},{},[],{"type":34,"tag":43,"props":573,"children":574},{},[575],{"type":34,"tag":136,"props":576,"children":577},{},[578],{"type":40,"value":579},"Examples:",{"type":34,"tag":110,"props":581,"children":583},{"className":143,"code":582,"language":145,"meta":118,"style":118},"# Find top-rated dog groomers\nuv run python tools\u002Fyelp-search\u002Fscripts\u002Fsearch.py \"dog groomer\" -l \"San Francisco\" --sort-by rating\n\n# Find cheap restaurants nearby\nuv run python tools\u002Fyelp-search\u002Fscripts\u002Fsearch.py \"restaurants\" -l \"94123\" --price 1,2 --sort-by distance\n\n# Search near a specific address\nuv run python tools\u002Fyelp-search\u002Fscripts\u002Fsearch.py \"laundry pickup\" -l \"123 Main St, San Francisco\"\n",[584],{"type":34,"tag":101,"props":585,"children":586},{"__ignoreMap":118},[587,596,656,666,675,744,752,761],{"type":34,"tag":151,"props":588,"children":589},{"class":153,"line":154},[590],{"type":34,"tag":151,"props":591,"children":593},{"style":592},"--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#546E7A;--shiki-default-font-style:italic;--shiki-dark:#676E95;--shiki-dark-font-style:italic",[594],{"type":40,"value":595},"# Find top-rated dog groomers\n",{"type":34,"tag":151,"props":597,"children":598},{"class":153,"line":185},[599,603,607,611,615,619,624,628,633,637,642,646,651],{"type":34,"tag":151,"props":600,"children":601},{"style":158},[602],{"type":40,"value":161},{"type":34,"tag":151,"props":604,"children":605},{"style":164},[606],{"type":40,"value":195},{"type":34,"tag":151,"props":608,"children":609},{"style":164},[610],{"type":40,"value":294},{"type":34,"tag":151,"props":612,"children":613},{"style":164},[614],{"type":40,"value":299},{"type":34,"tag":151,"props":616,"children":617},{"style":302},[618],{"type":40,"value":305},{"type":34,"tag":151,"props":620,"children":621},{"style":164},[622],{"type":40,"value":623},"dog groomer",{"type":34,"tag":151,"props":625,"children":626},{"style":302},[627],{"type":40,"value":315},{"type":34,"tag":151,"props":629,"children":630},{"style":164},[631],{"type":40,"value":632}," -l",{"type":34,"tag":151,"props":634,"children":635},{"style":302},[636],{"type":40,"value":305},{"type":34,"tag":151,"props":638,"children":639},{"style":164},[640],{"type":40,"value":641},"San Francisco",{"type":34,"tag":151,"props":643,"children":644},{"style":302},[645],{"type":40,"value":315},{"type":34,"tag":151,"props":647,"children":648},{"style":164},[649],{"type":40,"value":650}," --sort-by",{"type":34,"tag":151,"props":652,"children":653},{"style":164},[654],{"type":40,"value":655}," rating\n",{"type":34,"tag":151,"props":657,"children":659},{"class":153,"line":658},3,[660],{"type":34,"tag":151,"props":661,"children":663},{"emptyLinePlaceholder":662},true,[664],{"type":40,"value":665},"\n",{"type":34,"tag":151,"props":667,"children":669},{"class":153,"line":668},4,[670],{"type":34,"tag":151,"props":671,"children":672},{"style":592},[673],{"type":40,"value":674},"# Find cheap restaurants nearby\n",{"type":34,"tag":151,"props":676,"children":678},{"class":153,"line":677},5,[679,683,687,691,695,699,704,708,712,716,721,725,730,735,739],{"type":34,"tag":151,"props":680,"children":681},{"style":158},[682],{"type":40,"value":161},{"type":34,"tag":151,"props":684,"children":685},{"style":164},[686],{"type":40,"value":195},{"type":34,"tag":151,"props":688,"children":689},{"style":164},[690],{"type":40,"value":294},{"type":34,"tag":151,"props":692,"children":693},{"style":164},[694],{"type":40,"value":299},{"type":34,"tag":151,"props":696,"children":697},{"style":302},[698],{"type":40,"value":305},{"type":34,"tag":151,"props":700,"children":701},{"style":164},[702],{"type":40,"value":703},"restaurants",{"type":34,"tag":151,"props":705,"children":706},{"style":302},[707],{"type":40,"value":315},{"type":34,"tag":151,"props":709,"children":710},{"style":164},[711],{"type":40,"value":632},{"type":34,"tag":151,"props":713,"children":714},{"style":302},[715],{"type":40,"value":305},{"type":34,"tag":151,"props":717,"children":718},{"style":164},[719],{"type":40,"value":720},"94123",{"type":34,"tag":151,"props":722,"children":723},{"style":302},[724],{"type":40,"value":315},{"type":34,"tag":151,"props":726,"children":727},{"style":164},[728],{"type":40,"value":729}," --price",{"type":34,"tag":151,"props":731,"children":732},{"style":164},[733],{"type":40,"value":734}," 1,2",{"type":34,"tag":151,"props":736,"children":737},{"style":164},[738],{"type":40,"value":650},{"type":34,"tag":151,"props":740,"children":741},{"style":164},[742],{"type":40,"value":743}," distance\n",{"type":34,"tag":151,"props":745,"children":747},{"class":153,"line":746},6,[748],{"type":34,"tag":151,"props":749,"children":750},{"emptyLinePlaceholder":662},[751],{"type":40,"value":665},{"type":34,"tag":151,"props":753,"children":755},{"class":153,"line":754},7,[756],{"type":34,"tag":151,"props":757,"children":758},{"style":592},[759],{"type":40,"value":760},"# Search near a specific address\n",{"type":34,"tag":151,"props":762,"children":764},{"class":153,"line":763},8,[765,769,773,777,781,785,790,794,798,802,807],{"type":34,"tag":151,"props":766,"children":767},{"style":158},[768],{"type":40,"value":161},{"type":34,"tag":151,"props":770,"children":771},{"style":164},[772],{"type":40,"value":195},{"type":34,"tag":151,"props":774,"children":775},{"style":164},[776],{"type":40,"value":294},{"type":34,"tag":151,"props":778,"children":779},{"style":164},[780],{"type":40,"value":299},{"type":34,"tag":151,"props":782,"children":783},{"style":302},[784],{"type":40,"value":305},{"type":34,"tag":151,"props":786,"children":787},{"style":164},[788],{"type":40,"value":789},"laundry pickup",{"type":34,"tag":151,"props":791,"children":792},{"style":302},[793],{"type":40,"value":315},{"type":34,"tag":151,"props":795,"children":796},{"style":164},[797],{"type":40,"value":632},{"type":34,"tag":151,"props":799,"children":800},{"style":302},[801],{"type":40,"value":305},{"type":34,"tag":151,"props":803,"children":804},{"style":164},[805],{"type":40,"value":806},"123 Main St, San Francisco",{"type":34,"tag":151,"props":808,"children":809},{"style":302},[810],{"type":40,"value":334},{"type":34,"tag":56,"props":812,"children":814},{"id":813},"detailspy-get-business-hours-info",[815],{"type":40,"value":816},"details.py - Get Business Hours & Info",{"type":34,"tag":110,"props":818,"children":820},{"className":143,"code":819,"language":145,"meta":118,"style":118},"uv run python tools\u002Fyelp-search\u002Fscripts\u002Fdetails.py \"business-alias\"\n",[821],{"type":34,"tag":101,"props":822,"children":823},{"__ignoreMap":118},[824],{"type":34,"tag":151,"props":825,"children":826},{"class":153,"line":154},[827,831,835,839,844,848,853],{"type":34,"tag":151,"props":828,"children":829},{"style":158},[830],{"type":40,"value":161},{"type":34,"tag":151,"props":832,"children":833},{"style":164},[834],{"type":40,"value":195},{"type":34,"tag":151,"props":836,"children":837},{"style":164},[838],{"type":40,"value":294},{"type":34,"tag":151,"props":840,"children":841},{"style":164},[842],{"type":40,"value":843}," tools\u002Fyelp-search\u002Fscripts\u002Fdetails.py",{"type":34,"tag":151,"props":845,"children":846},{"style":302},[847],{"type":40,"value":305},{"type":34,"tag":151,"props":849,"children":850},{"style":164},[851],{"type":40,"value":852},"business-alias",{"type":34,"tag":151,"props":854,"children":855},{"style":302},[856],{"type":40,"value":334},{"type":34,"tag":43,"props":858,"children":859},{},[860,862,868],{"type":40,"value":861},"The business alias is in the Yelp URL (e.g., ",{"type":34,"tag":101,"props":863,"children":865},{"className":864},[],[866],{"type":40,"value":867},"the-laundry-corner-san-francisco",{"type":40,"value":869},").",{"type":34,"tag":56,"props":871,"children":873},{"id":872},"phone_searchpy-reverse-lookup",[874],{"type":40,"value":875},"phone_search.py - Reverse Lookup",{"type":34,"tag":110,"props":877,"children":879},{"className":143,"code":878,"language":145,"meta":118,"style":118},"uv run python tools\u002Fyelp-search\u002Fscripts\u002Fphone_search.py \"+14155551234\"\n",[880],{"type":34,"tag":101,"props":881,"children":882},{"__ignoreMap":118},[883],{"type":34,"tag":151,"props":884,"children":885},{"class":153,"line":154},[886,890,894,898,903,907,912],{"type":34,"tag":151,"props":887,"children":888},{"style":158},[889],{"type":40,"value":161},{"type":34,"tag":151,"props":891,"children":892},{"style":164},[893],{"type":40,"value":195},{"type":34,"tag":151,"props":895,"children":896},{"style":164},[897],{"type":40,"value":294},{"type":34,"tag":151,"props":899,"children":900},{"style":164},[901],{"type":40,"value":902}," tools\u002Fyelp-search\u002Fscripts\u002Fphone_search.py",{"type":34,"tag":151,"props":904,"children":905},{"style":302},[906],{"type":40,"value":305},{"type":34,"tag":151,"props":908,"children":909},{"style":164},[910],{"type":40,"value":911},"+14155551234",{"type":34,"tag":151,"props":913,"children":914},{"style":302},[915],{"type":40,"value":334},{"type":34,"tag":56,"props":917,"children":919},{"id":918},"get_reviewspy-extract-review-text-slow",[920],{"type":40,"value":921},"get_reviews.py - Extract Review Text (Slow)",{"type":34,"tag":110,"props":923,"children":925},{"className":143,"code":924,"language":145,"meta":118,"style":118},"uv run python tools\u002Fyelp-search\u002Fscripts\u002Fget_reviews.py \"Business Name\" -l \"City\" -n 3\n",[926],{"type":34,"tag":101,"props":927,"children":928},{"__ignoreMap":118},[929],{"type":34,"tag":151,"props":930,"children":931},{"class":153,"line":154},[932,936,940,944,949,953,958,962,966,970,975,979,984],{"type":34,"tag":151,"props":933,"children":934},{"style":158},[935],{"type":40,"value":161},{"type":34,"tag":151,"props":937,"children":938},{"style":164},[939],{"type":40,"value":195},{"type":34,"tag":151,"props":941,"children":942},{"style":164},[943],{"type":40,"value":294},{"type":34,"tag":151,"props":945,"children":946},{"style":164},[947],{"type":40,"value":948}," tools\u002Fyelp-search\u002Fscripts\u002Fget_reviews.py",{"type":34,"tag":151,"props":950,"children":951},{"style":302},[952],{"type":40,"value":305},{"type":34,"tag":151,"props":954,"children":955},{"style":164},[956],{"type":40,"value":957},"Business Name",{"type":34,"tag":151,"props":959,"children":960},{"style":302},[961],{"type":40,"value":315},{"type":34,"tag":151,"props":963,"children":964},{"style":164},[965],{"type":40,"value":632},{"type":34,"tag":151,"props":967,"children":968},{"style":302},[969],{"type":40,"value":305},{"type":34,"tag":151,"props":971,"children":972},{"style":164},[973],{"type":40,"value":974},"City",{"type":34,"tag":151,"props":976,"children":977},{"style":302},[978],{"type":40,"value":315},{"type":34,"tag":151,"props":980,"children":981},{"style":164},[982],{"type":40,"value":983}," -n",{"type":34,"tag":151,"props":985,"children":987},{"style":986},"--shiki-light:#F76D47;--shiki-default:#F78C6C;--shiki-dark:#F78C6C",[988],{"type":40,"value":989}," 3\n",{"type":34,"tag":43,"props":991,"children":992},{},[993,998],{"type":34,"tag":136,"props":994,"children":995},{},[996],{"type":40,"value":997},"Note:",{"type":40,"value":999}," Uses browser-use which is slow (~30-60s). Yelp blocks direct scraping, so it searches DuckDuckGo for cached reviews as a workaround.",{"type":34,"tag":56,"props":1001,"children":1003},{"id":1002},"scrape_reviewspy-direct-yelp-scraping-alternative",[1004],{"type":40,"value":1005},"scrape_reviews.py - Direct Yelp Scraping (Alternative)",{"type":34,"tag":110,"props":1007,"children":1009},{"className":143,"code":1008,"language":145,"meta":118,"style":118},"uv run python tools\u002Fyelp-search\u002Fscripts\u002Fscrape_reviews.py \"https:\u002F\u002Fwww.yelp.com\u002Fbiz\u002Fbusiness-alias\" -n 5\n",[1010],{"type":34,"tag":101,"props":1011,"children":1012},{"__ignoreMap":118},[1013],{"type":34,"tag":151,"props":1014,"children":1015},{"class":153,"line":154},[1016,1020,1024,1028,1033,1037,1042,1046,1050],{"type":34,"tag":151,"props":1017,"children":1018},{"style":158},[1019],{"type":40,"value":161},{"type":34,"tag":151,"props":1021,"children":1022},{"style":164},[1023],{"type":40,"value":195},{"type":34,"tag":151,"props":1025,"children":1026},{"style":164},[1027],{"type":40,"value":294},{"type":34,"tag":151,"props":1029,"children":1030},{"style":164},[1031],{"type":40,"value":1032}," tools\u002Fyelp-search\u002Fscripts\u002Fscrape_reviews.py",{"type":34,"tag":151,"props":1034,"children":1035},{"style":302},[1036],{"type":40,"value":305},{"type":34,"tag":151,"props":1038,"children":1039},{"style":164},[1040],{"type":40,"value":1041},"https:\u002F\u002Fwww.yelp.com\u002Fbiz\u002Fbusiness-alias",{"type":34,"tag":151,"props":1043,"children":1044},{"style":302},[1045],{"type":40,"value":315},{"type":34,"tag":151,"props":1047,"children":1048},{"style":164},[1049],{"type":40,"value":983},{"type":34,"tag":151,"props":1051,"children":1052},{"style":986},[1053],{"type":40,"value":1054}," 5\n",{"type":34,"tag":43,"props":1056,"children":1057},{},[1058],{"type":34,"tag":136,"props":1059,"children":1060},{},[1061],{"type":40,"value":1062},"Requires Browserbase credentials:",{"type":34,"tag":110,"props":1064,"children":1067},{"className":1065,"code":1066,"language":40},[113],"BROWSERBASE_API_KEY=your_key_here\nBROWSERBASE_PROJECT_ID=your_project_id\n",[1068],{"type":34,"tag":101,"props":1069,"children":1070},{"__ignoreMap":118},[1071],{"type":40,"value":1066},{"type":34,"tag":43,"props":1073,"children":1074},{},[1075,1079,1081,1087],{"type":34,"tag":136,"props":1076,"children":1077},{},[1078],{"type":40,"value":997},{"type":40,"value":1080}," Uses Browserbase with proxies to bypass Yelp's CAPTCHA. More reliable than ",{"type":34,"tag":101,"props":1082,"children":1084},{"className":1083},[],[1085],{"type":40,"value":1086},"get_reviews.py",{"type":40,"value":1088}," but requires a Browserbase account.",{"type":34,"tag":49,"props":1090,"children":1092},{"id":1091},"best-practices",[1093],{"type":40,"value":1094},"Best Practices",{"type":34,"tag":56,"props":1096,"children":1098},{"id":1097},"evaluating-quality-without-review-text",[1099],{"type":40,"value":1100},"Evaluating Quality Without Review Text",{"type":34,"tag":43,"props":1102,"children":1103},{},[1104],{"type":40,"value":1105},"The API provides rating + review_count which is usually sufficient:",{"type":34,"tag":344,"props":1107,"children":1108},{},[1109,1130],{"type":34,"tag":348,"props":1110,"children":1111},{},[1112],{"type":34,"tag":352,"props":1113,"children":1114},{},[1115,1120,1125],{"type":34,"tag":356,"props":1116,"children":1117},{},[1118],{"type":40,"value":1119},"Rating",{"type":34,"tag":356,"props":1121,"children":1122},{},[1123],{"type":40,"value":1124},"Review Count",{"type":34,"tag":356,"props":1126,"children":1127},{},[1128],{"type":40,"value":1129},"Interpretation",{"type":34,"tag":372,"props":1131,"children":1132},{},[1133,1151,1168,1186],{"type":34,"tag":352,"props":1134,"children":1135},{},[1136,1141,1146],{"type":34,"tag":379,"props":1137,"children":1138},{},[1139],{"type":40,"value":1140},"4.5+",{"type":34,"tag":379,"props":1142,"children":1143},{},[1144],{"type":40,"value":1145},"50+",{"type":34,"tag":379,"props":1147,"children":1148},{},[1149],{"type":40,"value":1150},"Excellent, reliable data",{"type":34,"tag":352,"props":1152,"children":1153},{},[1154,1158,1163],{"type":34,"tag":379,"props":1155,"children":1156},{},[1157],{"type":40,"value":1140},{"type":34,"tag":379,"props":1159,"children":1160},{},[1161],{"type":40,"value":1162},"\u003C20",{"type":34,"tag":379,"props":1164,"children":1165},{},[1166],{"type":40,"value":1167},"Promising but limited data",{"type":34,"tag":352,"props":1169,"children":1170},{},[1171,1176,1181],{"type":34,"tag":379,"props":1172,"children":1173},{},[1174],{"type":40,"value":1175},"4.0-4.4",{"type":34,"tag":379,"props":1177,"children":1178},{},[1179],{"type":40,"value":1180},"100+",{"type":34,"tag":379,"props":1182,"children":1183},{},[1184],{"type":40,"value":1185},"Good, well-established",{"type":34,"tag":352,"props":1187,"children":1188},{},[1189,1194,1199],{"type":34,"tag":379,"props":1190,"children":1191},{},[1192],{"type":40,"value":1193},"\u003C4.0",{"type":34,"tag":379,"props":1195,"children":1196},{},[1197],{"type":40,"value":1198},"any",{"type":34,"tag":379,"props":1200,"children":1201},{},[1202],{"type":40,"value":1203},"Proceed with caution",{"type":34,"tag":56,"props":1205,"children":1207},{"id":1206},"finding-services-with-specific-needs",[1208],{"type":40,"value":1209},"Finding Services with Specific Needs",{"type":34,"tag":43,"props":1211,"children":1212},{},[1213],{"type":40,"value":1214},"When looking for services with specific requirements (weekend hours, pickup\u002Fdelivery, etc.):",{"type":34,"tag":63,"props":1216,"children":1217},{},[1218,1235,1245,1255],{"type":34,"tag":67,"props":1219,"children":1220},{},[1221,1225,1227,1233],{"type":34,"tag":136,"props":1222,"children":1223},{},[1224],{"type":40,"value":14},{"type":40,"value":1226}," with ",{"type":34,"tag":101,"props":1228,"children":1230},{"className":1229},[],[1231],{"type":40,"value":1232},"--sort-by rating",{"type":40,"value":1234}," to get best options",{"type":34,"tag":67,"props":1236,"children":1237},{},[1238,1243],{"type":34,"tag":136,"props":1239,"children":1240},{},[1241],{"type":40,"value":1242},"Get details",{"type":40,"value":1244}," on top candidates to check hours",{"type":34,"tag":67,"props":1246,"children":1247},{},[1248,1253],{"type":34,"tag":136,"props":1249,"children":1250},{},[1251],{"type":40,"value":1252},"Filter",{"type":40,"value":1254}," for businesses open when you need them",{"type":34,"tag":67,"props":1256,"children":1257},{},[1258,1263],{"type":34,"tag":136,"props":1259,"children":1260},{},[1261],{"type":40,"value":1262},"Contact directly",{"type":40,"value":1264}," to confirm specific services (pickup, delivery, etc.) since Yelp doesn't always have this info",{"type":34,"tag":56,"props":1266,"children":1268},{"id":1267},"search-tips",[1269],{"type":40,"value":1270},"Search Tips",{"type":34,"tag":1272,"props":1273,"children":1274},"ul",{},[1275,1294,1305,1324],{"type":34,"tag":67,"props":1276,"children":1277},{},[1278,1280,1286,1288],{"type":40,"value":1279},"Use specific terms: ",{"type":34,"tag":101,"props":1281,"children":1283},{"className":1282},[],[1284],{"type":40,"value":1285},"\"laundry pickup\"",{"type":40,"value":1287}," not just ",{"type":34,"tag":101,"props":1289,"children":1291},{"className":1290},[],[1292],{"type":40,"value":1293},"\"laundry\"",{"type":34,"tag":67,"props":1295,"children":1296},{},[1297,1299],{"type":40,"value":1298},"Search near an address for accurate distance: ",{"type":34,"tag":101,"props":1300,"children":1302},{"className":1301},[],[1303],{"type":40,"value":1304},"-l \"123 Main St, City\"",{"type":34,"tag":67,"props":1306,"children":1307},{},[1308,1310,1315,1317,1322],{"type":40,"value":1309},"Sort by ",{"type":34,"tag":101,"props":1311,"children":1313},{"className":1312},[],[1314],{"type":40,"value":502},{"type":40,"value":1316}," first, then check ",{"type":34,"tag":101,"props":1318,"children":1320},{"className":1319},[],[1321],{"type":40,"value":509},{"type":40,"value":1323}," on results",{"type":34,"tag":67,"props":1325,"children":1326},{},[1327,1329,1334],{"type":40,"value":1328},"Check ",{"type":34,"tag":101,"props":1330,"children":1332},{"className":1331},[],[1333],{"type":40,"value":516},{"type":40,"value":1335}," - high ratings with few reviews may be unreliable",{"type":34,"tag":49,"props":1337,"children":1339},{"id":1338},"response-data",[1340],{"type":40,"value":1341},"Response Data",{"type":34,"tag":43,"props":1343,"children":1344},{},[1345],{"type":40,"value":1346},"Each business result includes:",{"type":34,"tag":1272,"props":1348,"children":1349},{},[1350,1360,1370,1379,1388,1398,1408,1418,1427,1437],{"type":34,"tag":67,"props":1351,"children":1352},{},[1353,1358],{"type":34,"tag":136,"props":1354,"children":1355},{},[1356],{"type":40,"value":1357},"name",{"type":40,"value":1359}," - Business name",{"type":34,"tag":67,"props":1361,"children":1362},{},[1363,1368],{"type":34,"tag":136,"props":1364,"children":1365},{},[1366],{"type":40,"value":1367},"phone",{"type":40,"value":1369}," - Phone number (use for texting\u002Fcalling)",{"type":34,"tag":67,"props":1371,"children":1372},{},[1373,1377],{"type":34,"tag":136,"props":1374,"children":1375},{},[1376],{"type":40,"value":502},{"type":40,"value":1378}," - Yelp rating (1-5 stars)",{"type":34,"tag":67,"props":1380,"children":1381},{},[1382,1386],{"type":34,"tag":136,"props":1383,"children":1384},{},[1385],{"type":40,"value":516},{"type":40,"value":1387}," - Number of reviews",{"type":34,"tag":67,"props":1389,"children":1390},{},[1391,1396],{"type":34,"tag":136,"props":1392,"children":1393},{},[1394],{"type":40,"value":1395},"price",{"type":40,"value":1397}," - Price level ($ to $$$$)",{"type":34,"tag":67,"props":1399,"children":1400},{},[1401,1406],{"type":34,"tag":136,"props":1402,"children":1403},{},[1404],{"type":40,"value":1405},"location",{"type":40,"value":1407}," - Full address",{"type":34,"tag":67,"props":1409,"children":1410},{},[1411,1416],{"type":34,"tag":136,"props":1412,"children":1413},{},[1414],{"type":40,"value":1415},"hours",{"type":40,"value":1417}," - Operating hours by day (in details)",{"type":34,"tag":67,"props":1419,"children":1420},{},[1421,1425],{"type":34,"tag":136,"props":1422,"children":1423},{},[1424],{"type":40,"value":509},{"type":40,"value":1426}," - Distance from search location",{"type":34,"tag":67,"props":1428,"children":1429},{},[1430,1435],{"type":34,"tag":136,"props":1431,"children":1432},{},[1433],{"type":40,"value":1434},"categories",{"type":40,"value":1436}," - Business categories",{"type":34,"tag":67,"props":1438,"children":1439},{},[1440,1445],{"type":34,"tag":136,"props":1441,"children":1442},{},[1443],{"type":40,"value":1444},"is_open_now",{"type":40,"value":1446}," - Current open\u002Fclosed status",{"type":34,"tag":49,"props":1448,"children":1450},{"id":1449},"limitations",[1451],{"type":40,"value":1452},"Limitations",{"type":34,"tag":344,"props":1454,"children":1455},{},[1456,1477],{"type":34,"tag":348,"props":1457,"children":1458},{},[1459],{"type":34,"tag":352,"props":1460,"children":1461},{},[1462,1467,1472],{"type":34,"tag":356,"props":1463,"children":1464},{},[1465],{"type":40,"value":1466},"Feature",{"type":34,"tag":356,"props":1468,"children":1469},{},[1470],{"type":40,"value":1471},"Status",{"type":34,"tag":356,"props":1473,"children":1474},{},[1475],{"type":40,"value":1476},"Notes",{"type":34,"tag":372,"props":1478,"children":1479},{},[1480,1498,1515,1532,1550],{"type":34,"tag":352,"props":1481,"children":1482},{},[1483,1488,1493],{"type":34,"tag":379,"props":1484,"children":1485},{},[1486],{"type":40,"value":1487},"Business search",{"type":34,"tag":379,"props":1489,"children":1490},{},[1491],{"type":40,"value":1492},"✅ Works",{"type":34,"tag":379,"props":1494,"children":1495},{},[1496],{"type":40,"value":1497},"Fast, reliable",{"type":34,"tag":352,"props":1499,"children":1500},{},[1501,1506,1510],{"type":34,"tag":379,"props":1502,"children":1503},{},[1504],{"type":40,"value":1505},"Business details",{"type":34,"tag":379,"props":1507,"children":1508},{},[1509],{"type":40,"value":1492},{"type":34,"tag":379,"props":1511,"children":1512},{},[1513],{"type":40,"value":1514},"Includes hours",{"type":34,"tag":352,"props":1516,"children":1517},{},[1518,1523,1527],{"type":34,"tag":379,"props":1519,"children":1520},{},[1521],{"type":40,"value":1522},"Phone lookup",{"type":34,"tag":379,"props":1524,"children":1525},{},[1526],{"type":40,"value":1492},{"type":34,"tag":379,"props":1528,"children":1529},{},[1530],{"type":40,"value":1531},"Reverse search",{"type":34,"tag":352,"props":1533,"children":1534},{},[1535,1540,1545],{"type":34,"tag":379,"props":1536,"children":1537},{},[1538],{"type":40,"value":1539},"Review text (API)",{"type":34,"tag":379,"props":1541,"children":1542},{},[1543],{"type":40,"value":1544},"❌ Paid only",{"type":34,"tag":379,"props":1546,"children":1547},{},[1548],{"type":40,"value":1549},"Requires enterprise tier",{"type":34,"tag":352,"props":1551,"children":1552},{},[1553,1558,1563],{"type":34,"tag":379,"props":1554,"children":1555},{},[1556],{"type":40,"value":1557},"Review text (scraping)",{"type":34,"tag":379,"props":1559,"children":1560},{},[1561],{"type":40,"value":1562},"⚠️ Slow",{"type":34,"tag":379,"props":1564,"children":1565},{},[1566],{"type":40,"value":1567},"browser-use workaround via DuckDuckGo",{"type":34,"tag":1272,"props":1569,"children":1570},{},[1571,1576,1581],{"type":34,"tag":67,"props":1572,"children":1573},{},[1574],{"type":40,"value":1575},"Free API tier: 500 calls\u002Fday",{"type":34,"tag":67,"props":1577,"children":1578},{},[1579],{"type":40,"value":1580},"Results limited to 50 per request",{"type":34,"tag":67,"props":1582,"children":1583},{},[1584],{"type":40,"value":1585},"Some business info (pickup\u002Fdelivery) not in API - contact directly",{"type":34,"tag":1587,"props":1588,"children":1589},"style",{},[1590],{"type":40,"value":1591},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"items":1593,"total":1754},[1594,1612,1627,1639,1651,1665,1677,1688,1700,1716,1727,1739],{"slug":1595,"name":1595,"fn":1596,"description":1597,"org":1598,"tags":1599,"stars":1609,"repoUrl":1610,"updatedAt":1611},"acquiring-skills","discover and install agent skills","Discover and install skills from Hermes, ClawHub, GitHub, and other registries. Load this skill whenever a user asks for a capability you don't already have — image generation, social media, email, calendar, finance, DevOps, search, browser automation, etc.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1600,1603,1606],{"name":1601,"slug":1602,"type":16},"Agents","agents",{"name":1604,"slug":1605,"type":16},"Automation","automation",{"name":1607,"slug":1608,"type":16},"GitHub","github",2831,"https:\u002F\u002Fgithub.com\u002Fletta-ai\u002Fletta-code","2026-07-13T06:22:58.45767",{"slug":1613,"name":1614,"fn":1615,"description":1616,"org":1617,"tags":1618,"stars":1609,"repoUrl":1610,"updatedAt":1626},"context-doctor","Context Doctor","repair system prompt and memory degradation","Identify and repair degradation in system prompt, external memory, and skills preventing you from following instructions or remembering information as well as you should.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1619,1620,1623],{"name":1601,"slug":1602,"type":16},{"name":1621,"slug":1622,"type":16},"AI Context","ai-context",{"name":1624,"slug":1625,"type":16},"Debugging","debugging","2026-07-13T06:22:50.151002",{"slug":1628,"name":1628,"fn":1629,"description":1630,"org":1631,"tags":1632,"stars":1609,"repoUrl":1610,"updatedAt":1638},"converting-mcps-to-skills","connect MCP servers to create skills","Connect to MCP (Model Context Protocol) servers and create skills for repeated use. Load when a user wants to use an MCP server, connect to external tools via MCP, or when they mention MCP, model context protocol, or specific MCP servers.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1633,1634,1635],{"name":1601,"slug":1602,"type":16},{"name":1604,"slug":1605,"type":16},{"name":1636,"slug":1637,"type":16},"MCP","mcp","2026-07-13T06:23:37.646079",{"slug":1640,"name":1640,"fn":1641,"description":1642,"org":1643,"tags":1644,"stars":1609,"repoUrl":1610,"updatedAt":1650},"creating-mods","create and edit Letta Code mods","Creates and edits trusted local Letta Code mods, including tools, slash commands, local-only model providers, lifecycle\u002Fturn events, scoped conversation helpers, panels, and capability-gated behavior. Use when asked to make a mod, add an agent-callable tool, add a slash command, add a local provider\u002Fmodel adapter, transform turns, react to app events, or add lightweight mod UI outside the dedicated \u002Fstatusline flow.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1645,1646,1647],{"name":1601,"slug":1602,"type":16},{"name":1604,"slug":1605,"type":16},{"name":1648,"slug":1649,"type":16},"Coding","coding","2026-07-23T05:42:38.133565",{"slug":1652,"name":1652,"fn":1653,"description":1654,"org":1655,"tags":1656,"stars":1609,"repoUrl":1610,"updatedAt":1664},"creating-skills","create and update agent skills","Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Letta Code's capabilities with specialized knowledge, workflows, or tool integrations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1657,1658,1661],{"name":1601,"slug":1602,"type":16},{"name":1659,"slug":1660,"type":16},"Documentation","documentation",{"name":1662,"slug":1663,"type":16},"Plugin Development","plugin-development","2026-07-13T06:22:56.998659",{"slug":1666,"name":1666,"fn":1667,"description":1668,"org":1669,"tags":1670,"stars":1609,"repoUrl":1610,"updatedAt":1676},"customizing-commands","create and manage Letta slash commands","Creates, edits, and enables Letta Code mod-provided slash commands. Use when the user asks to add a custom \u002Fcommand, slash command, command shortcut, scoped conversation-backed command, or command-driven panel behavior.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1671,1672,1673],{"name":1601,"slug":1602,"type":16},{"name":1604,"slug":1605,"type":16},{"name":1674,"slug":1675,"type":16},"CLI","cli","2026-07-13T06:23:18.266798",{"slug":1678,"name":1678,"fn":1679,"description":1680,"org":1681,"tags":1682,"stars":1609,"repoUrl":1610,"updatedAt":1687},"customizing-statusline","customize Letta Code statusline mods","Creates, edits, and migrates Letta Code statusline mods. Use when handling the \u002Fstatusline command or continuing work started by \u002Fstatusline.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1683,1684],{"name":1674,"slug":1675,"type":16},{"name":1685,"slug":1686,"type":16},"Engineering","engineering","2026-07-13T06:23:27.465985",{"slug":1689,"name":1689,"fn":1690,"description":1691,"org":1692,"tags":1693,"stars":1609,"repoUrl":1610,"updatedAt":1699},"dispatching-coding-agents","dispatch stateless coding agents","Dispatch stateless coding agents (Claude Code or Codex) via Bash. Use when you're stuck, need a second opinion, or need parallel research on a hard problem. They have no memory — you must provide all context.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1694,1695,1696],{"name":1601,"slug":1602,"type":16},{"name":1648,"slug":1649,"type":16},{"name":1697,"slug":1698,"type":16},"Multi-Agent","multi-agent","2026-07-26T05:46:56.388845",{"slug":1701,"name":1701,"fn":1702,"description":1703,"org":1704,"tags":1705,"stars":1609,"repoUrl":1610,"updatedAt":1715},"editing-letta-code-desktop-preferences","edit Letta Code Desktop preferences","Edits Letta Code Desktop (LCD) preferences by safely reading and updating ~\u002F.letta\u002Fdesktop_preferences.json. Use only when the user asks to change current Desktop\u002FLCD settings such as theme, default working directory, remote access preference, or remote environment name via the preferences JSON.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1706,1709,1712],{"name":1707,"slug":1708,"type":16},"Configuration","configuration",{"name":1710,"slug":1711,"type":16},"Desktop","desktop",{"name":1713,"slug":1714,"type":16},"Themes","themes","2026-07-13T06:23:41.407811",{"slug":1717,"name":1717,"fn":1718,"description":1719,"org":1720,"tags":1721,"stars":1609,"repoUrl":1610,"updatedAt":1726},"finding-agents","locate and manage agents on server","Find other agents on the same server. Use when the user asks about other agents, wants to migrate memory from another agent, or needs to find an agent by name or tags.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1722,1723],{"name":1601,"slug":1602,"type":16},{"name":1724,"slug":1725,"type":16},"Management","management","2026-07-16T06:02:17.297841",{"slug":1728,"name":1728,"fn":1729,"description":1730,"org":1731,"tags":1732,"stars":1609,"repoUrl":1610,"updatedAt":1738},"generating-mod-envs","generate Letta mod learning environments","Generates and reviews mod learning env JSON files for Letta Code local mods. Use when asked to teach, learn, or optimize a mod behavior; create, draft, validate, improve, or explain envs for `\u002Fmods learn --env`; or design evaluation scenarios, memory fixtures, requiredResultMarkers, requiredTraceMarkers, negative controls, and candidate diversity hints.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1733,1734,1737],{"name":1601,"slug":1602,"type":16},{"name":1735,"slug":1736,"type":16},"AI Infrastructure","ai-infrastructure",{"name":1707,"slug":1708,"type":16},"2026-07-13T06:23:08.838181",{"slug":1740,"name":1740,"fn":1741,"description":1742,"org":1743,"tags":1744,"stars":1609,"repoUrl":1610,"updatedAt":1753},"image-generation","generate images from text prompts","Generate images from text prompts (and optionally edit\u002Fremix input images). Use when the user asks to create, generate, draw, render, or edit an image, illustration, logo, icon, diagram, or photo.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1745,1748,1751],{"name":1746,"slug":1747,"type":16},"Creative","creative",{"name":1749,"slug":1750,"type":16},"Graphics","graphics",{"name":1752,"slug":1740,"type":16},"Image Generation","2026-07-13T06:23:06.189403",69,{"items":1756,"total":1868},[1757,1771,1786,1805,1818,1839,1849],{"slug":1758,"name":1758,"fn":1759,"description":1760,"org":1761,"tags":1762,"stars":17,"repoUrl":18,"updatedAt":1770},"1password","manage secrets with 1Password CLI","Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading\u002Finjecting\u002Frunning secrets via op.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1763,1766,1767],{"name":1764,"slug":1765,"type":16},"Authentication","authentication",{"name":1674,"slug":1675,"type":16},{"name":1768,"slug":1769,"type":16},"Security","security","2026-07-13T06:24:39.504387",{"slug":1772,"name":1772,"fn":1773,"description":1774,"org":1775,"tags":1776,"stars":17,"repoUrl":18,"updatedAt":1785},"agent-slack","automate Slack messaging and workflows","Slack automation CLI — read\u002Fsend\u002Fsearch messages, browse threads and channels, manage channels, download attachments, look up users, and run workflows.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1777,1778,1779,1782],{"name":1604,"slug":1605,"type":16},{"name":1674,"slug":1675,"type":16},{"name":1780,"slug":1781,"type":16},"Messaging","messaging",{"name":1783,"slug":1784,"type":16},"Slack","slack","2026-07-13T06:23:51.908511",{"slug":1787,"name":1787,"fn":1788,"description":1789,"org":1790,"tags":1791,"stars":17,"repoUrl":18,"updatedAt":1804},"ai-news","fetch and summarize AI news","Fetch and summarize recent AI news from curated RSS feeds (Hugging Face, VentureBeat, The Verge, OpenAI, Anthropic, DeepMind, etc.) and YouTube channels (Yannic Kilcher, Two Minute Papers, AI Explained, etc.). Also fetches full transcripts for specific YouTube videos. Use when the user asks about recent AI news, what's happened in AI lately, summaries of AI research or product announcements, or wants a digest of what's going on in the AI space.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1792,1795,1798,1801],{"name":1793,"slug":1794,"type":16},"Communications","communications",{"name":1796,"slug":1797,"type":16},"LLM","llm",{"name":1799,"slug":1800,"type":16},"Research","research",{"name":1802,"slug":1803,"type":16},"Summarization","summarization","2026-07-13T06:24:20.520223",{"slug":1806,"name":1806,"fn":1807,"description":1808,"org":1809,"tags":1810,"stars":17,"repoUrl":18,"updatedAt":1817},"creating-letta-code-channels","build and debug Letta Code channels","Builds and debugs Letta Code channels, including first-party channel adapters and dynamic user channel plugins under ~\u002F.letta\u002Fchannels. Use when adding Telegram, WhatsApp, Bluesky, Slack, Discord, or custom channel support; testing channel routing, pairing, MessageChannel, runtime dependencies, or channel plugin manifests.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1811,1812,1815,1816],{"name":1601,"slug":1602,"type":16},{"name":1813,"slug":1814,"type":16},"API Development","api-development",{"name":1780,"slug":1781,"type":16},{"name":1783,"slug":1784,"type":16},"2026-07-13T06:25:55.843495",{"slug":1819,"name":1819,"fn":1820,"description":1821,"org":1822,"tags":1823,"stars":17,"repoUrl":18,"updatedAt":1838},"datadog","query Datadog observability data","Query Datadog observability data (logs, metrics, monitors, dashboards, hosts) via direct API. Use when investigating production issues, checking monitors, searching logs, or accessing Datadog data.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1824,1826,1829,1832,1835],{"name":1825,"slug":1819,"type":16},"Datadog",{"name":1827,"slug":1828,"type":16},"Logs","logs",{"name":1830,"slug":1831,"type":16},"Metrics","metrics",{"name":1833,"slug":1834,"type":16},"Monitoring","monitoring",{"name":1836,"slug":1837,"type":16},"Observability","observability","2026-07-13T06:24:27.990605",{"slug":1840,"name":1840,"fn":1841,"description":1842,"org":1843,"tags":1844,"stars":17,"repoUrl":18,"updatedAt":1848},"discord","automate Discord server and channel tasks","Discord automation CLI — send\u002Fread\u002Fsearch messages, manage channels and servers, react, create threads, pin messages, and look up users.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1845,1846,1847],{"name":1604,"slug":1605,"type":16},{"name":1674,"slug":1675,"type":16},{"name":1780,"slug":1781,"type":16},"2026-07-13T06:24:26.62387",{"slug":1850,"name":1850,"fn":1851,"description":1852,"org":1853,"tags":1854,"stars":17,"repoUrl":18,"updatedAt":1867},"doc","create and edit Word documents","Use when the task involves reading, creating, or editing `.docx` documents, especially when formatting or layout fidelity matters; prefer `python-docx` plus the bundled `scripts\u002Frender_docx.py` for visual checks.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1855,1858,1861,1864],{"name":1856,"slug":1857,"type":16},"Documents","documents",{"name":1859,"slug":1860,"type":16},"DOCX","docx",{"name":1862,"slug":1863,"type":16},"Office","office",{"name":1865,"slug":1866,"type":16},"Word","word","2026-07-13T06:23:44.299568",45]