[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-openai-twilio-sendgrid-engagement-quality":3,"mdc--1k2y54-key":36,"related-repo-openai-twilio-sendgrid-engagement-quality":1268,"related-org-openai-twilio-sendgrid-engagement-quality":1391},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":25,"repoUrl":26,"updatedAt":27,"license":28,"forks":29,"topics":30,"repo":31,"sourceUrl":34,"mdContent":35},"twilio-sendgrid-engagement-quality","monitor email health with SendGrid SEQ","Monitor email program health with SendGrid Engagement Quality (SEQ) scores. Covers the SEQ API endpoints, the 5 scoring metrics (engagement recency, open rate, bounce classification, bounce rate, spam rate), eligibility requirements, and interpreting scores for deliverability improvement. Use when diagnosing SendGrid deliverability issues or monitoring sender reputation. Requires a SendGrid API key (SG.-prefix) — not applicable to the Twilio Email API (comms.twilio.com).\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"openai","OpenAI","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fopenai.png",[12,16,19,22],{"name":13,"slug":14,"type":15},"SendGrid","sendgrid","tag",{"name":17,"slug":18,"type":15},"Monitoring","monitoring",{"name":20,"slug":21,"type":15},"Analytics","analytics",{"name":23,"slug":24,"type":15},"Email","email",3992,"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fplugins","2026-06-30T19:00:57.102",null,465,[],{"repoUrl":26,"stars":25,"forks":29,"topics":32,"description":33},[],"OpenAI Plugins","https:\u002F\u002Fgithub.com\u002Fopenai\u002Fplugins\u002Ftree\u002FHEAD\u002Fplugins\u002Ftwilio-developer-kit\u002Fskills\u002Ftwilio-sendgrid-engagement-quality","---\nname: twilio-sendgrid-engagement-quality\ndescription: >\n  Monitor email program health with SendGrid Engagement Quality (SEQ)\n  scores. Covers the SEQ API endpoints, the 5 scoring metrics\n  (engagement recency, open rate, bounce classification, bounce rate,\n  spam rate), eligibility requirements, and interpreting scores for\n  deliverability improvement. Use when diagnosing SendGrid deliverability\n  issues or monitoring sender reputation. Requires a SendGrid API key\n  (SG.-prefix) — not applicable to the Twilio Email API (comms.twilio.com).\n---\n\n## Overview\n\nSendGrid Engagement Quality (SEQ) scores measure how \"wanted\" your email is by recipients. Higher scores (1-5 scale) correlate with better inbox placement. SEQ is a diagnostic tool — it tells you where your email program is healthy and where it needs improvement.\n\n**Key insight:** SEQ scores are correlated with deliverability. A higher score means more emails land in inboxes, not spam folders.\n\n---\n\n## Eligibility Requirements\n\nYour account must meet ALL conditions to receive scores:\n1. **Pro or Premier Email API plan** — SEQ is not available on Free or Essentials plans\n2. **Open tracking enabled** in SendGrid settings\n3. **Minimum 1,000 messages sent** in the previous 30 days\n\nIf not eligible, the `score` and `metrics` fields are omitted from API responses entirely.\n\n---\n\n## The 5 Metrics\n\nAll scores range from **1 (poor) to 5 (excellent)**.\n\n| Metric | What it measures | How to improve |\n|--------|-----------------|---------------|\n| **engagement_recency** | Are you sending to an engaged audience? Based on how regularly messages are opened and clicked. | Remove inactive subscribers. Implement re-engagement campaigns before pruning. |\n| **open_rate** | Degree to which your audience opens your messages. | Improve subject lines. Segment audiences by engagement level. |\n| **bounce_classification** | Rejection by mailbox providers due to reputation or spam-like content. | Fix content triggering spam filters. Warm IPs properly. Monitor domain reputation. |\n| **bounce_rate** | Are you sending to addresses that don't exist? Based on permanent bounces to invalid mailboxes. | Implement double opt-in. Clean lists quarterly. Use Email Validation API before sending. |\n| **spam_rate** | Are recipients marking your email as spam? Based on recipients who open then report spam. | Only send to opted-in recipients. Make unsubscribe easy. Match content to expectations set at signup. |\n\n**Note:** The overall `score` is NOT a simple average of the 5 metrics — the weighting formula is opaque. A single low metric (e.g., spam_rate = 1) can drag the overall score significantly.\n\n---\n\n## API Endpoints\n\n### Get Your Scores (Date Range)\n\n`GET \u002Fv3\u002Fengagementquality\u002Fscores`\n\n| Parameter | Required | Description |\n|-----------|----------|-------------|\n| `from` | Yes | Start date (YYYY-MM-DD, UTC) |\n| `to` | Yes | End date (YYYY-MM-DD, UTC) |\n\n**Python**\n```python\nimport os, requests\n\nheaders = {\"Authorization\": f\"Bearer {os.environ['SENDGRID_API_KEY']}\"}\nresponse = requests.get(\n    \"https:\u002F\u002Fapi.sendgrid.com\u002Fv3\u002Fengagementquality\u002Fscores\",\n    params={\"from\": \"2026-04-01\", \"to\": \"2026-04-23\"},\n    headers=headers\n)\n\nif response.status_code == 200:\n    for entry in response.json()[\"result\"]:\n        print(f\"Date: {entry['date']}, Score: {entry.get('score', 'N\u002FA')}\")\n        metrics = entry.get(\"metrics\", {})\n        for metric, value in metrics.items():\n            print(f\"  {metric}: {value}\")\nelif response.status_code == 202:\n    print(\"Scores not yet calculated — try again later\")\n```\n\n### Get Subuser Scores (Single Date)\n\n`GET \u002Fv3\u002Fengagementquality\u002Fsubusers\u002Fscores`\n\n| Parameter | Required | Description |\n|-----------|----------|-------------|\n| `date` | Yes | Date (YYYY-MM-DD, UTC) |\n| `limit` | No | Results per page (default 1000, max 1000) |\n| `after_key` | No | Pagination cursor |\n\nReturns paginated results with `_metadata.next_params.after_key` for pagination.\n\n---\n\n## Response Patterns\n\n**200 OK** — Scores available:\n```json\n{\n    \"result\": [{\n        \"user_id\": \"12345\",\n        \"username\": \"myaccount\",\n        \"date\": \"2026-04-22\",\n        \"score\": 4,\n        \"metrics\": {\n            \"engagement_recency\": 4,\n            \"open_rate\": 5,\n            \"bounce_classification\": 3,\n            \"bounce_rate\": 4,\n            \"spam_rate\": 5\n        }\n    }]\n}\n```\n\n**202 Accepted** — Scores are calculated asynchronously. Not yet available for the requested date. Retry later.\n\n**Score or metrics omitted** — Account\u002Fsubuser is not eligible (open tracking off or \u003C1,000 sends in 30 days).\n\n---\n\n## CANNOT\n\n- **Cannot get scores without open tracking enabled** — This is a hard prerequisite. No tracking = no score.\n- **Cannot get scores with fewer than 1,000 messages in 30 days** — Low-volume senders are ineligible.\n- **Cannot query more than 90 days in the past** — Date range is limited to the last 90 days.\n- **Cannot get real-time scores** — Scores are calculated asynchronously (daily). A `202` response means \"not ready yet.\"\n- **Cannot determine the exact weighting formula** — The overall score is not a simple average. Individual metric weights are not published.\n- **Email Validation API is a separate paid feature** — Referenced in bounce_rate improvement guidance, but requires Pro or Premier plan. Not included in base plan.\n- **Subuser endpoint accepts only a single date** — Not a date range. Query one day at a time.\n\n---\n\n## Next Steps\n\n- **Improve bounce rate:** `twilio-sendgrid-suppressions`\n- **Track delivery events:** `twilio-sendgrid-webhooks`\n- **Account setup:** `twilio-sendgrid-account-setup`\n",{"data":37,"body":38},{"name":4,"description":6},{"type":39,"children":40},"root",[41,50,56,67,71,77,82,117,139,142,148,160,298,315,318,324,331,340,410,418,584,590,599,687,700,703,709,719,1093,1103,1113,1116,1122,1204,1207,1213,1262],{"type":42,"tag":43,"props":44,"children":46},"element","h2",{"id":45},"overview",[47],{"type":48,"value":49},"text","Overview",{"type":42,"tag":51,"props":52,"children":53},"p",{},[54],{"type":48,"value":55},"SendGrid Engagement Quality (SEQ) scores measure how \"wanted\" your email is by recipients. Higher scores (1-5 scale) correlate with better inbox placement. SEQ is a diagnostic tool — it tells you where your email program is healthy and where it needs improvement.",{"type":42,"tag":51,"props":57,"children":58},{},[59,65],{"type":42,"tag":60,"props":61,"children":62},"strong",{},[63],{"type":48,"value":64},"Key insight:",{"type":48,"value":66}," SEQ scores are correlated with deliverability. A higher score means more emails land in inboxes, not spam folders.",{"type":42,"tag":68,"props":69,"children":70},"hr",{},[],{"type":42,"tag":43,"props":72,"children":74},{"id":73},"eligibility-requirements",[75],{"type":48,"value":76},"Eligibility Requirements",{"type":42,"tag":51,"props":78,"children":79},{},[80],{"type":48,"value":81},"Your account must meet ALL conditions to receive scores:",{"type":42,"tag":83,"props":84,"children":85},"ol",{},[86,97,107],{"type":42,"tag":87,"props":88,"children":89},"li",{},[90,95],{"type":42,"tag":60,"props":91,"children":92},{},[93],{"type":48,"value":94},"Pro or Premier Email API plan",{"type":48,"value":96}," — SEQ is not available on Free or Essentials plans",{"type":42,"tag":87,"props":98,"children":99},{},[100,105],{"type":42,"tag":60,"props":101,"children":102},{},[103],{"type":48,"value":104},"Open tracking enabled",{"type":48,"value":106}," in SendGrid settings",{"type":42,"tag":87,"props":108,"children":109},{},[110,115],{"type":42,"tag":60,"props":111,"children":112},{},[113],{"type":48,"value":114},"Minimum 1,000 messages sent",{"type":48,"value":116}," in the previous 30 days",{"type":42,"tag":51,"props":118,"children":119},{},[120,122,129,131,137],{"type":48,"value":121},"If not eligible, the ",{"type":42,"tag":123,"props":124,"children":126},"code",{"className":125},[],[127],{"type":48,"value":128},"score",{"type":48,"value":130}," and ",{"type":42,"tag":123,"props":132,"children":134},{"className":133},[],[135],{"type":48,"value":136},"metrics",{"type":48,"value":138}," fields are omitted from API responses entirely.",{"type":42,"tag":68,"props":140,"children":141},{},[],{"type":42,"tag":43,"props":143,"children":145},{"id":144},"the-5-metrics",[146],{"type":48,"value":147},"The 5 Metrics",{"type":42,"tag":51,"props":149,"children":150},{},[151,153,158],{"type":48,"value":152},"All scores range from ",{"type":42,"tag":60,"props":154,"children":155},{},[156],{"type":48,"value":157},"1 (poor) to 5 (excellent)",{"type":48,"value":159},".",{"type":42,"tag":161,"props":162,"children":163},"table",{},[164,188],{"type":42,"tag":165,"props":166,"children":167},"thead",{},[168],{"type":42,"tag":169,"props":170,"children":171},"tr",{},[172,178,183],{"type":42,"tag":173,"props":174,"children":175},"th",{},[176],{"type":48,"value":177},"Metric",{"type":42,"tag":173,"props":179,"children":180},{},[181],{"type":48,"value":182},"What it measures",{"type":42,"tag":173,"props":184,"children":185},{},[186],{"type":48,"value":187},"How to improve",{"type":42,"tag":189,"props":190,"children":191},"tbody",{},[192,214,235,256,277],{"type":42,"tag":169,"props":193,"children":194},{},[195,204,209],{"type":42,"tag":196,"props":197,"children":198},"td",{},[199],{"type":42,"tag":60,"props":200,"children":201},{},[202],{"type":48,"value":203},"engagement_recency",{"type":42,"tag":196,"props":205,"children":206},{},[207],{"type":48,"value":208},"Are you sending to an engaged audience? Based on how regularly messages are opened and clicked.",{"type":42,"tag":196,"props":210,"children":211},{},[212],{"type":48,"value":213},"Remove inactive subscribers. Implement re-engagement campaigns before pruning.",{"type":42,"tag":169,"props":215,"children":216},{},[217,225,230],{"type":42,"tag":196,"props":218,"children":219},{},[220],{"type":42,"tag":60,"props":221,"children":222},{},[223],{"type":48,"value":224},"open_rate",{"type":42,"tag":196,"props":226,"children":227},{},[228],{"type":48,"value":229},"Degree to which your audience opens your messages.",{"type":42,"tag":196,"props":231,"children":232},{},[233],{"type":48,"value":234},"Improve subject lines. Segment audiences by engagement level.",{"type":42,"tag":169,"props":236,"children":237},{},[238,246,251],{"type":42,"tag":196,"props":239,"children":240},{},[241],{"type":42,"tag":60,"props":242,"children":243},{},[244],{"type":48,"value":245},"bounce_classification",{"type":42,"tag":196,"props":247,"children":248},{},[249],{"type":48,"value":250},"Rejection by mailbox providers due to reputation or spam-like content.",{"type":42,"tag":196,"props":252,"children":253},{},[254],{"type":48,"value":255},"Fix content triggering spam filters. Warm IPs properly. Monitor domain reputation.",{"type":42,"tag":169,"props":257,"children":258},{},[259,267,272],{"type":42,"tag":196,"props":260,"children":261},{},[262],{"type":42,"tag":60,"props":263,"children":264},{},[265],{"type":48,"value":266},"bounce_rate",{"type":42,"tag":196,"props":268,"children":269},{},[270],{"type":48,"value":271},"Are you sending to addresses that don't exist? Based on permanent bounces to invalid mailboxes.",{"type":42,"tag":196,"props":273,"children":274},{},[275],{"type":48,"value":276},"Implement double opt-in. Clean lists quarterly. Use Email Validation API before sending.",{"type":42,"tag":169,"props":278,"children":279},{},[280,288,293],{"type":42,"tag":196,"props":281,"children":282},{},[283],{"type":42,"tag":60,"props":284,"children":285},{},[286],{"type":48,"value":287},"spam_rate",{"type":42,"tag":196,"props":289,"children":290},{},[291],{"type":48,"value":292},"Are recipients marking your email as spam? Based on recipients who open then report spam.",{"type":42,"tag":196,"props":294,"children":295},{},[296],{"type":48,"value":297},"Only send to opted-in recipients. Make unsubscribe easy. Match content to expectations set at signup.",{"type":42,"tag":51,"props":299,"children":300},{},[301,306,308,313],{"type":42,"tag":60,"props":302,"children":303},{},[304],{"type":48,"value":305},"Note:",{"type":48,"value":307}," The overall ",{"type":42,"tag":123,"props":309,"children":311},{"className":310},[],[312],{"type":48,"value":128},{"type":48,"value":314}," is NOT a simple average of the 5 metrics — the weighting formula is opaque. A single low metric (e.g., spam_rate = 1) can drag the overall score significantly.",{"type":42,"tag":68,"props":316,"children":317},{},[],{"type":42,"tag":43,"props":319,"children":321},{"id":320},"api-endpoints",[322],{"type":48,"value":323},"API Endpoints",{"type":42,"tag":325,"props":326,"children":328},"h3",{"id":327},"get-your-scores-date-range",[329],{"type":48,"value":330},"Get Your Scores (Date Range)",{"type":42,"tag":51,"props":332,"children":333},{},[334],{"type":42,"tag":123,"props":335,"children":337},{"className":336},[],[338],{"type":48,"value":339},"GET \u002Fv3\u002Fengagementquality\u002Fscores",{"type":42,"tag":161,"props":341,"children":342},{},[343,364],{"type":42,"tag":165,"props":344,"children":345},{},[346],{"type":42,"tag":169,"props":347,"children":348},{},[349,354,359],{"type":42,"tag":173,"props":350,"children":351},{},[352],{"type":48,"value":353},"Parameter",{"type":42,"tag":173,"props":355,"children":356},{},[357],{"type":48,"value":358},"Required",{"type":42,"tag":173,"props":360,"children":361},{},[362],{"type":48,"value":363},"Description",{"type":42,"tag":189,"props":365,"children":366},{},[367,389],{"type":42,"tag":169,"props":368,"children":369},{},[370,379,384],{"type":42,"tag":196,"props":371,"children":372},{},[373],{"type":42,"tag":123,"props":374,"children":376},{"className":375},[],[377],{"type":48,"value":378},"from",{"type":42,"tag":196,"props":380,"children":381},{},[382],{"type":48,"value":383},"Yes",{"type":42,"tag":196,"props":385,"children":386},{},[387],{"type":48,"value":388},"Start date (YYYY-MM-DD, UTC)",{"type":42,"tag":169,"props":390,"children":391},{},[392,401,405],{"type":42,"tag":196,"props":393,"children":394},{},[395],{"type":42,"tag":123,"props":396,"children":398},{"className":397},[],[399],{"type":48,"value":400},"to",{"type":42,"tag":196,"props":402,"children":403},{},[404],{"type":48,"value":383},{"type":42,"tag":196,"props":406,"children":407},{},[408],{"type":48,"value":409},"End date (YYYY-MM-DD, UTC)",{"type":42,"tag":51,"props":411,"children":412},{},[413],{"type":42,"tag":60,"props":414,"children":415},{},[416],{"type":48,"value":417},"Python",{"type":42,"tag":419,"props":420,"children":425},"pre",{"className":421,"code":422,"language":423,"meta":424,"style":424},"language-python shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","import os, requests\n\nheaders = {\"Authorization\": f\"Bearer {os.environ['SENDGRID_API_KEY']}\"}\nresponse = requests.get(\n    \"https:\u002F\u002Fapi.sendgrid.com\u002Fv3\u002Fengagementquality\u002Fscores\",\n    params={\"from\": \"2026-04-01\", \"to\": \"2026-04-23\"},\n    headers=headers\n)\n\nif response.status_code == 200:\n    for entry in response.json()[\"result\"]:\n        print(f\"Date: {entry['date']}, Score: {entry.get('score', 'N\u002FA')}\")\n        metrics = entry.get(\"metrics\", {})\n        for metric, value in metrics.items():\n            print(f\"  {metric}: {value}\")\nelif response.status_code == 202:\n    print(\"Scores not yet calculated — try again later\")\n","python","",[426],{"type":42,"tag":123,"props":427,"children":428},{"__ignoreMap":424},[429,440,450,459,468,477,486,495,504,512,521,530,539,548,557,566,575],{"type":42,"tag":430,"props":431,"children":434},"span",{"class":432,"line":433},"line",1,[435],{"type":42,"tag":430,"props":436,"children":437},{},[438],{"type":48,"value":439},"import os, requests\n",{"type":42,"tag":430,"props":441,"children":443},{"class":432,"line":442},2,[444],{"type":42,"tag":430,"props":445,"children":447},{"emptyLinePlaceholder":446},true,[448],{"type":48,"value":449},"\n",{"type":42,"tag":430,"props":451,"children":453},{"class":432,"line":452},3,[454],{"type":42,"tag":430,"props":455,"children":456},{},[457],{"type":48,"value":458},"headers = {\"Authorization\": f\"Bearer {os.environ['SENDGRID_API_KEY']}\"}\n",{"type":42,"tag":430,"props":460,"children":462},{"class":432,"line":461},4,[463],{"type":42,"tag":430,"props":464,"children":465},{},[466],{"type":48,"value":467},"response = requests.get(\n",{"type":42,"tag":430,"props":469,"children":471},{"class":432,"line":470},5,[472],{"type":42,"tag":430,"props":473,"children":474},{},[475],{"type":48,"value":476},"    \"https:\u002F\u002Fapi.sendgrid.com\u002Fv3\u002Fengagementquality\u002Fscores\",\n",{"type":42,"tag":430,"props":478,"children":480},{"class":432,"line":479},6,[481],{"type":42,"tag":430,"props":482,"children":483},{},[484],{"type":48,"value":485},"    params={\"from\": \"2026-04-01\", \"to\": \"2026-04-23\"},\n",{"type":42,"tag":430,"props":487,"children":489},{"class":432,"line":488},7,[490],{"type":42,"tag":430,"props":491,"children":492},{},[493],{"type":48,"value":494},"    headers=headers\n",{"type":42,"tag":430,"props":496,"children":498},{"class":432,"line":497},8,[499],{"type":42,"tag":430,"props":500,"children":501},{},[502],{"type":48,"value":503},")\n",{"type":42,"tag":430,"props":505,"children":507},{"class":432,"line":506},9,[508],{"type":42,"tag":430,"props":509,"children":510},{"emptyLinePlaceholder":446},[511],{"type":48,"value":449},{"type":42,"tag":430,"props":513,"children":515},{"class":432,"line":514},10,[516],{"type":42,"tag":430,"props":517,"children":518},{},[519],{"type":48,"value":520},"if response.status_code == 200:\n",{"type":42,"tag":430,"props":522,"children":524},{"class":432,"line":523},11,[525],{"type":42,"tag":430,"props":526,"children":527},{},[528],{"type":48,"value":529},"    for entry in response.json()[\"result\"]:\n",{"type":42,"tag":430,"props":531,"children":533},{"class":432,"line":532},12,[534],{"type":42,"tag":430,"props":535,"children":536},{},[537],{"type":48,"value":538},"        print(f\"Date: {entry['date']}, Score: {entry.get('score', 'N\u002FA')}\")\n",{"type":42,"tag":430,"props":540,"children":542},{"class":432,"line":541},13,[543],{"type":42,"tag":430,"props":544,"children":545},{},[546],{"type":48,"value":547},"        metrics = entry.get(\"metrics\", {})\n",{"type":42,"tag":430,"props":549,"children":551},{"class":432,"line":550},14,[552],{"type":42,"tag":430,"props":553,"children":554},{},[555],{"type":48,"value":556},"        for metric, value in metrics.items():\n",{"type":42,"tag":430,"props":558,"children":560},{"class":432,"line":559},15,[561],{"type":42,"tag":430,"props":562,"children":563},{},[564],{"type":48,"value":565},"            print(f\"  {metric}: {value}\")\n",{"type":42,"tag":430,"props":567,"children":569},{"class":432,"line":568},16,[570],{"type":42,"tag":430,"props":571,"children":572},{},[573],{"type":48,"value":574},"elif response.status_code == 202:\n",{"type":42,"tag":430,"props":576,"children":578},{"class":432,"line":577},17,[579],{"type":42,"tag":430,"props":580,"children":581},{},[582],{"type":48,"value":583},"    print(\"Scores not yet calculated — try again later\")\n",{"type":42,"tag":325,"props":585,"children":587},{"id":586},"get-subuser-scores-single-date",[588],{"type":48,"value":589},"Get Subuser Scores (Single Date)",{"type":42,"tag":51,"props":591,"children":592},{},[593],{"type":42,"tag":123,"props":594,"children":596},{"className":595},[],[597],{"type":48,"value":598},"GET \u002Fv3\u002Fengagementquality\u002Fsubusers\u002Fscores",{"type":42,"tag":161,"props":600,"children":601},{},[602,620],{"type":42,"tag":165,"props":603,"children":604},{},[605],{"type":42,"tag":169,"props":606,"children":607},{},[608,612,616],{"type":42,"tag":173,"props":609,"children":610},{},[611],{"type":48,"value":353},{"type":42,"tag":173,"props":613,"children":614},{},[615],{"type":48,"value":358},{"type":42,"tag":173,"props":617,"children":618},{},[619],{"type":48,"value":363},{"type":42,"tag":189,"props":621,"children":622},{},[623,644,666],{"type":42,"tag":169,"props":624,"children":625},{},[626,635,639],{"type":42,"tag":196,"props":627,"children":628},{},[629],{"type":42,"tag":123,"props":630,"children":632},{"className":631},[],[633],{"type":48,"value":634},"date",{"type":42,"tag":196,"props":636,"children":637},{},[638],{"type":48,"value":383},{"type":42,"tag":196,"props":640,"children":641},{},[642],{"type":48,"value":643},"Date (YYYY-MM-DD, UTC)",{"type":42,"tag":169,"props":645,"children":646},{},[647,656,661],{"type":42,"tag":196,"props":648,"children":649},{},[650],{"type":42,"tag":123,"props":651,"children":653},{"className":652},[],[654],{"type":48,"value":655},"limit",{"type":42,"tag":196,"props":657,"children":658},{},[659],{"type":48,"value":660},"No",{"type":42,"tag":196,"props":662,"children":663},{},[664],{"type":48,"value":665},"Results per page (default 1000, max 1000)",{"type":42,"tag":169,"props":667,"children":668},{},[669,678,682],{"type":42,"tag":196,"props":670,"children":671},{},[672],{"type":42,"tag":123,"props":673,"children":675},{"className":674},[],[676],{"type":48,"value":677},"after_key",{"type":42,"tag":196,"props":679,"children":680},{},[681],{"type":48,"value":660},{"type":42,"tag":196,"props":683,"children":684},{},[685],{"type":48,"value":686},"Pagination cursor",{"type":42,"tag":51,"props":688,"children":689},{},[690,692,698],{"type":48,"value":691},"Returns paginated results with ",{"type":42,"tag":123,"props":693,"children":695},{"className":694},[],[696],{"type":48,"value":697},"_metadata.next_params.after_key",{"type":48,"value":699}," for pagination.",{"type":42,"tag":68,"props":701,"children":702},{},[],{"type":42,"tag":43,"props":704,"children":706},{"id":705},"response-patterns",[707],{"type":48,"value":708},"Response Patterns",{"type":42,"tag":51,"props":710,"children":711},{},[712,717],{"type":42,"tag":60,"props":713,"children":714},{},[715],{"type":48,"value":716},"200 OK",{"type":48,"value":718}," — Scores available:",{"type":42,"tag":419,"props":720,"children":724},{"className":721,"code":722,"language":723,"meta":424,"style":424},"language-json shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","{\n    \"result\": [{\n        \"user_id\": \"12345\",\n        \"username\": \"myaccount\",\n        \"date\": \"2026-04-22\",\n        \"score\": 4,\n        \"metrics\": {\n            \"engagement_recency\": 4,\n            \"open_rate\": 5,\n            \"bounce_classification\": 3,\n            \"bounce_rate\": 4,\n            \"spam_rate\": 5\n        }\n    }]\n}\n","json",[725],{"type":42,"tag":123,"props":726,"children":727},{"__ignoreMap":424},[728,737,766,808,845,881,910,934,962,990,1018,1045,1069,1077,1085],{"type":42,"tag":430,"props":729,"children":730},{"class":432,"line":433},[731],{"type":42,"tag":430,"props":732,"children":734},{"style":733},"--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF",[735],{"type":48,"value":736},"{\n",{"type":42,"tag":430,"props":738,"children":739},{"class":432,"line":442},[740,745,751,756,761],{"type":42,"tag":430,"props":741,"children":742},{"style":733},[743],{"type":48,"value":744},"    \"",{"type":42,"tag":430,"props":746,"children":748},{"style":747},"--shiki-light:#9C3EDA;--shiki-default:#C792EA;--shiki-dark:#C792EA",[749],{"type":48,"value":750},"result",{"type":42,"tag":430,"props":752,"children":753},{"style":733},[754],{"type":48,"value":755},"\"",{"type":42,"tag":430,"props":757,"children":758},{"style":733},[759],{"type":48,"value":760},":",{"type":42,"tag":430,"props":762,"children":763},{"style":733},[764],{"type":48,"value":765}," [{\n",{"type":42,"tag":430,"props":767,"children":768},{"class":432,"line":452},[769,774,780,784,788,793,799,803],{"type":42,"tag":430,"props":770,"children":771},{"style":733},[772],{"type":48,"value":773},"        \"",{"type":42,"tag":430,"props":775,"children":777},{"style":776},"--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B",[778],{"type":48,"value":779},"user_id",{"type":42,"tag":430,"props":781,"children":782},{"style":733},[783],{"type":48,"value":755},{"type":42,"tag":430,"props":785,"children":786},{"style":733},[787],{"type":48,"value":760},{"type":42,"tag":430,"props":789,"children":790},{"style":733},[791],{"type":48,"value":792}," \"",{"type":42,"tag":430,"props":794,"children":796},{"style":795},"--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D",[797],{"type":48,"value":798},"12345",{"type":42,"tag":430,"props":800,"children":801},{"style":733},[802],{"type":48,"value":755},{"type":42,"tag":430,"props":804,"children":805},{"style":733},[806],{"type":48,"value":807},",\n",{"type":42,"tag":430,"props":809,"children":810},{"class":432,"line":461},[811,815,820,824,828,832,837,841],{"type":42,"tag":430,"props":812,"children":813},{"style":733},[814],{"type":48,"value":773},{"type":42,"tag":430,"props":816,"children":817},{"style":776},[818],{"type":48,"value":819},"username",{"type":42,"tag":430,"props":821,"children":822},{"style":733},[823],{"type":48,"value":755},{"type":42,"tag":430,"props":825,"children":826},{"style":733},[827],{"type":48,"value":760},{"type":42,"tag":430,"props":829,"children":830},{"style":733},[831],{"type":48,"value":792},{"type":42,"tag":430,"props":833,"children":834},{"style":795},[835],{"type":48,"value":836},"myaccount",{"type":42,"tag":430,"props":838,"children":839},{"style":733},[840],{"type":48,"value":755},{"type":42,"tag":430,"props":842,"children":843},{"style":733},[844],{"type":48,"value":807},{"type":42,"tag":430,"props":846,"children":847},{"class":432,"line":470},[848,852,856,860,864,868,873,877],{"type":42,"tag":430,"props":849,"children":850},{"style":733},[851],{"type":48,"value":773},{"type":42,"tag":430,"props":853,"children":854},{"style":776},[855],{"type":48,"value":634},{"type":42,"tag":430,"props":857,"children":858},{"style":733},[859],{"type":48,"value":755},{"type":42,"tag":430,"props":861,"children":862},{"style":733},[863],{"type":48,"value":760},{"type":42,"tag":430,"props":865,"children":866},{"style":733},[867],{"type":48,"value":792},{"type":42,"tag":430,"props":869,"children":870},{"style":795},[871],{"type":48,"value":872},"2026-04-22",{"type":42,"tag":430,"props":874,"children":875},{"style":733},[876],{"type":48,"value":755},{"type":42,"tag":430,"props":878,"children":879},{"style":733},[880],{"type":48,"value":807},{"type":42,"tag":430,"props":882,"children":883},{"class":432,"line":479},[884,888,892,896,900,906],{"type":42,"tag":430,"props":885,"children":886},{"style":733},[887],{"type":48,"value":773},{"type":42,"tag":430,"props":889,"children":890},{"style":776},[891],{"type":48,"value":128},{"type":42,"tag":430,"props":893,"children":894},{"style":733},[895],{"type":48,"value":755},{"type":42,"tag":430,"props":897,"children":898},{"style":733},[899],{"type":48,"value":760},{"type":42,"tag":430,"props":901,"children":903},{"style":902},"--shiki-light:#F76D47;--shiki-default:#F78C6C;--shiki-dark:#F78C6C",[904],{"type":48,"value":905}," 4",{"type":42,"tag":430,"props":907,"children":908},{"style":733},[909],{"type":48,"value":807},{"type":42,"tag":430,"props":911,"children":912},{"class":432,"line":488},[913,917,921,925,929],{"type":42,"tag":430,"props":914,"children":915},{"style":733},[916],{"type":48,"value":773},{"type":42,"tag":430,"props":918,"children":919},{"style":776},[920],{"type":48,"value":136},{"type":42,"tag":430,"props":922,"children":923},{"style":733},[924],{"type":48,"value":755},{"type":42,"tag":430,"props":926,"children":927},{"style":733},[928],{"type":48,"value":760},{"type":42,"tag":430,"props":930,"children":931},{"style":733},[932],{"type":48,"value":933}," {\n",{"type":42,"tag":430,"props":935,"children":936},{"class":432,"line":497},[937,942,946,950,954,958],{"type":42,"tag":430,"props":938,"children":939},{"style":733},[940],{"type":48,"value":941},"            \"",{"type":42,"tag":430,"props":943,"children":944},{"style":902},[945],{"type":48,"value":203},{"type":42,"tag":430,"props":947,"children":948},{"style":733},[949],{"type":48,"value":755},{"type":42,"tag":430,"props":951,"children":952},{"style":733},[953],{"type":48,"value":760},{"type":42,"tag":430,"props":955,"children":956},{"style":902},[957],{"type":48,"value":905},{"type":42,"tag":430,"props":959,"children":960},{"style":733},[961],{"type":48,"value":807},{"type":42,"tag":430,"props":963,"children":964},{"class":432,"line":506},[965,969,973,977,981,986],{"type":42,"tag":430,"props":966,"children":967},{"style":733},[968],{"type":48,"value":941},{"type":42,"tag":430,"props":970,"children":971},{"style":902},[972],{"type":48,"value":224},{"type":42,"tag":430,"props":974,"children":975},{"style":733},[976],{"type":48,"value":755},{"type":42,"tag":430,"props":978,"children":979},{"style":733},[980],{"type":48,"value":760},{"type":42,"tag":430,"props":982,"children":983},{"style":902},[984],{"type":48,"value":985}," 5",{"type":42,"tag":430,"props":987,"children":988},{"style":733},[989],{"type":48,"value":807},{"type":42,"tag":430,"props":991,"children":992},{"class":432,"line":514},[993,997,1001,1005,1009,1014],{"type":42,"tag":430,"props":994,"children":995},{"style":733},[996],{"type":48,"value":941},{"type":42,"tag":430,"props":998,"children":999},{"style":902},[1000],{"type":48,"value":245},{"type":42,"tag":430,"props":1002,"children":1003},{"style":733},[1004],{"type":48,"value":755},{"type":42,"tag":430,"props":1006,"children":1007},{"style":733},[1008],{"type":48,"value":760},{"type":42,"tag":430,"props":1010,"children":1011},{"style":902},[1012],{"type":48,"value":1013}," 3",{"type":42,"tag":430,"props":1015,"children":1016},{"style":733},[1017],{"type":48,"value":807},{"type":42,"tag":430,"props":1019,"children":1020},{"class":432,"line":523},[1021,1025,1029,1033,1037,1041],{"type":42,"tag":430,"props":1022,"children":1023},{"style":733},[1024],{"type":48,"value":941},{"type":42,"tag":430,"props":1026,"children":1027},{"style":902},[1028],{"type":48,"value":266},{"type":42,"tag":430,"props":1030,"children":1031},{"style":733},[1032],{"type":48,"value":755},{"type":42,"tag":430,"props":1034,"children":1035},{"style":733},[1036],{"type":48,"value":760},{"type":42,"tag":430,"props":1038,"children":1039},{"style":902},[1040],{"type":48,"value":905},{"type":42,"tag":430,"props":1042,"children":1043},{"style":733},[1044],{"type":48,"value":807},{"type":42,"tag":430,"props":1046,"children":1047},{"class":432,"line":532},[1048,1052,1056,1060,1064],{"type":42,"tag":430,"props":1049,"children":1050},{"style":733},[1051],{"type":48,"value":941},{"type":42,"tag":430,"props":1053,"children":1054},{"style":902},[1055],{"type":48,"value":287},{"type":42,"tag":430,"props":1057,"children":1058},{"style":733},[1059],{"type":48,"value":755},{"type":42,"tag":430,"props":1061,"children":1062},{"style":733},[1063],{"type":48,"value":760},{"type":42,"tag":430,"props":1065,"children":1066},{"style":902},[1067],{"type":48,"value":1068}," 5\n",{"type":42,"tag":430,"props":1070,"children":1071},{"class":432,"line":541},[1072],{"type":42,"tag":430,"props":1073,"children":1074},{"style":733},[1075],{"type":48,"value":1076},"        }\n",{"type":42,"tag":430,"props":1078,"children":1079},{"class":432,"line":550},[1080],{"type":42,"tag":430,"props":1081,"children":1082},{"style":733},[1083],{"type":48,"value":1084},"    }]\n",{"type":42,"tag":430,"props":1086,"children":1087},{"class":432,"line":559},[1088],{"type":42,"tag":430,"props":1089,"children":1090},{"style":733},[1091],{"type":48,"value":1092},"}\n",{"type":42,"tag":51,"props":1094,"children":1095},{},[1096,1101],{"type":42,"tag":60,"props":1097,"children":1098},{},[1099],{"type":48,"value":1100},"202 Accepted",{"type":48,"value":1102}," — Scores are calculated asynchronously. Not yet available for the requested date. Retry later.",{"type":42,"tag":51,"props":1104,"children":1105},{},[1106,1111],{"type":42,"tag":60,"props":1107,"children":1108},{},[1109],{"type":48,"value":1110},"Score or metrics omitted",{"type":48,"value":1112}," — Account\u002Fsubuser is not eligible (open tracking off or \u003C1,000 sends in 30 days).",{"type":42,"tag":68,"props":1114,"children":1115},{},[],{"type":42,"tag":43,"props":1117,"children":1119},{"id":1118},"cannot",[1120],{"type":48,"value":1121},"CANNOT",{"type":42,"tag":1123,"props":1124,"children":1125},"ul",{},[1126,1136,1146,1156,1174,1184,1194],{"type":42,"tag":87,"props":1127,"children":1128},{},[1129,1134],{"type":42,"tag":60,"props":1130,"children":1131},{},[1132],{"type":48,"value":1133},"Cannot get scores without open tracking enabled",{"type":48,"value":1135}," — This is a hard prerequisite. No tracking = no score.",{"type":42,"tag":87,"props":1137,"children":1138},{},[1139,1144],{"type":42,"tag":60,"props":1140,"children":1141},{},[1142],{"type":48,"value":1143},"Cannot get scores with fewer than 1,000 messages in 30 days",{"type":48,"value":1145}," — Low-volume senders are ineligible.",{"type":42,"tag":87,"props":1147,"children":1148},{},[1149,1154],{"type":42,"tag":60,"props":1150,"children":1151},{},[1152],{"type":48,"value":1153},"Cannot query more than 90 days in the past",{"type":48,"value":1155}," — Date range is limited to the last 90 days.",{"type":42,"tag":87,"props":1157,"children":1158},{},[1159,1164,1166,1172],{"type":42,"tag":60,"props":1160,"children":1161},{},[1162],{"type":48,"value":1163},"Cannot get real-time scores",{"type":48,"value":1165}," — Scores are calculated asynchronously (daily). A ",{"type":42,"tag":123,"props":1167,"children":1169},{"className":1168},[],[1170],{"type":48,"value":1171},"202",{"type":48,"value":1173}," response means \"not ready yet.\"",{"type":42,"tag":87,"props":1175,"children":1176},{},[1177,1182],{"type":42,"tag":60,"props":1178,"children":1179},{},[1180],{"type":48,"value":1181},"Cannot determine the exact weighting formula",{"type":48,"value":1183}," — The overall score is not a simple average. Individual metric weights are not published.",{"type":42,"tag":87,"props":1185,"children":1186},{},[1187,1192],{"type":42,"tag":60,"props":1188,"children":1189},{},[1190],{"type":48,"value":1191},"Email Validation API is a separate paid feature",{"type":48,"value":1193}," — Referenced in bounce_rate improvement guidance, but requires Pro or Premier plan. Not included in base plan.",{"type":42,"tag":87,"props":1195,"children":1196},{},[1197,1202],{"type":42,"tag":60,"props":1198,"children":1199},{},[1200],{"type":48,"value":1201},"Subuser endpoint accepts only a single date",{"type":48,"value":1203}," — Not a date range. Query one day at a time.",{"type":42,"tag":68,"props":1205,"children":1206},{},[],{"type":42,"tag":43,"props":1208,"children":1210},{"id":1209},"next-steps",[1211],{"type":48,"value":1212},"Next Steps",{"type":42,"tag":1123,"props":1214,"children":1215},{},[1216,1232,1247],{"type":42,"tag":87,"props":1217,"children":1218},{},[1219,1224,1226],{"type":42,"tag":60,"props":1220,"children":1221},{},[1222],{"type":48,"value":1223},"Improve bounce rate:",{"type":48,"value":1225}," ",{"type":42,"tag":123,"props":1227,"children":1229},{"className":1228},[],[1230],{"type":48,"value":1231},"twilio-sendgrid-suppressions",{"type":42,"tag":87,"props":1233,"children":1234},{},[1235,1240,1241],{"type":42,"tag":60,"props":1236,"children":1237},{},[1238],{"type":48,"value":1239},"Track delivery events:",{"type":48,"value":1225},{"type":42,"tag":123,"props":1242,"children":1244},{"className":1243},[],[1245],{"type":48,"value":1246},"twilio-sendgrid-webhooks",{"type":42,"tag":87,"props":1248,"children":1249},{},[1250,1255,1256],{"type":42,"tag":60,"props":1251,"children":1252},{},[1253],{"type":48,"value":1254},"Account setup:",{"type":48,"value":1225},{"type":42,"tag":123,"props":1257,"children":1259},{"className":1258},[],[1260],{"type":48,"value":1261},"twilio-sendgrid-account-setup",{"type":42,"tag":1263,"props":1264,"children":1265},"style",{},[1266],{"type":48,"value":1267},"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":1269,"total":1390},[1270,1288,1304,1316,1336,1358,1378],{"slug":1271,"name":1271,"fn":1272,"description":1273,"org":1274,"tags":1275,"stars":25,"repoUrl":26,"updatedAt":27},"accessibility-and-inclusive-visualization","make data visualizations accessible","Make data visualizations accessible and inclusive. Use when the user needs chart or diagram accessibility guidance, text alternatives for complex visuals, color and contrast review, keyboard support, reduced-motion behavior for animation or parallax, or an accessibility QA workflow for exported figures, UML-like diagrams, and dashboards.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1276,1279,1282,1285],{"name":1277,"slug":1278,"type":15},"Accessibility","accessibility",{"name":1280,"slug":1281,"type":15},"Charts","charts",{"name":1283,"slug":1284,"type":15},"Data Visualization","data-visualization",{"name":1286,"slug":1287,"type":15},"Design","design",{"slug":1289,"name":1289,"fn":1290,"description":1291,"org":1292,"tags":1293,"stars":25,"repoUrl":26,"updatedAt":1303},"agent-browser","automate browser interactions for agents","Browser automation CLI for AI agents. Use when the user needs to interact with websites, verify dev server output, test web apps, navigate pages, fill forms, click buttons, take screenshots, extract data, or automate any browser task. Also triggers when a dev server starts so you can verify it visually.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1294,1297,1300],{"name":1295,"slug":1296,"type":15},"Agents","agents",{"name":1298,"slug":1299,"type":15},"Browser Automation","browser-automation",{"name":1301,"slug":1302,"type":15},"Testing","testing","2026-04-06T18:41:03.44016",{"slug":1305,"name":1305,"fn":1306,"description":1307,"org":1308,"tags":1309,"stars":25,"repoUrl":26,"updatedAt":1315},"agent-browser-verify","verify dev server output with automated browser","Automated browser verification for dev servers. Triggers when a dev server starts to run a visual gut-check with agent-browser — verifies the page loads, checks for console errors, validates key UI elements, and reports pass\u002Ffail before continuing.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1310,1311,1314],{"name":1298,"slug":1299,"type":15},{"name":1312,"slug":1313,"type":15},"Local Development","local-development",{"name":1301,"slug":1302,"type":15},"2026-04-06T18:41:17.526867",{"slug":1317,"name":1317,"fn":1318,"description":1319,"org":1320,"tags":1321,"stars":25,"repoUrl":26,"updatedAt":1335},"agents-sdk","build AI agents on Cloudflare Workers","Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat applications. Covers Agent class, state management, callable RPC, Workflows integration, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1322,1323,1326,1329,1332],{"name":1295,"slug":1296,"type":15},{"name":1324,"slug":1325,"type":15},"Cloudflare Workers","cloudflare-workers",{"name":1327,"slug":1328,"type":15},"SDK","sdk",{"name":1330,"slug":1331,"type":15},"Serverless","serverless",{"name":1333,"slug":1334,"type":15},"WebSockets","websockets","2026-04-06T18:39:51.717063",{"slug":1337,"name":1337,"fn":1338,"description":1339,"org":1340,"tags":1341,"stars":25,"repoUrl":26,"updatedAt":1357},"ai-elements","build chat UIs with AI Elements","AI Elements component library guidance — pre-built React components for AI interfaces built on shadcn\u002Fui. Use when building chat UIs, message displays, tool call rendering, streaming responses, reasoning panels, or any AI-native interface with the AI SDK.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1342,1345,1348,1351,1354],{"name":1343,"slug":1344,"type":15},"Frontend","frontend",{"name":1346,"slug":1347,"type":15},"React","react",{"name":1349,"slug":1350,"type":15},"shadcn\u002Fui","shadcn-ui",{"name":1352,"slug":1353,"type":15},"UI Components","ui-components",{"name":1355,"slug":1356,"type":15},"Vercel","vercel","2026-04-06T18:40:59.619419",{"slug":1359,"name":1359,"fn":1360,"description":1361,"org":1362,"tags":1363,"stars":25,"repoUrl":26,"updatedAt":1377},"ai-gateway","configure Vercel AI Gateway","Vercel AI Gateway expert guidance. Use when configuring model routing, provider failover, cost tracking, or managing multiple AI providers through a unified API.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1364,1367,1370,1373,1376],{"name":1365,"slug":1366,"type":15},"AI Infrastructure","ai-infrastructure",{"name":1368,"slug":1369,"type":15},"Cost Optimization","cost-optimization",{"name":1371,"slug":1372,"type":15},"LLM","llm",{"name":1374,"slug":1375,"type":15},"Performance","performance",{"name":1355,"slug":1356,"type":15},"2026-04-06T18:40:44.377464",{"slug":1379,"name":1379,"fn":1380,"description":1381,"org":1382,"tags":1383,"stars":25,"repoUrl":26,"updatedAt":1389},"ai-generation-persistence","implement persistence patterns for AI generations","AI generation persistence patterns — unique IDs, addressable URLs, database storage, and cost tracking for every LLM generation",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1384,1385,1388],{"name":1368,"slug":1369,"type":15},{"name":1386,"slug":1387,"type":15},"Database","database",{"name":1371,"slug":1372,"type":15},"2026-04-06T18:41:08.513425",600,{"items":1392,"total":1589},[1393,1414,1437,1454,1470,1487,1506,1518,1532,1546,1558,1573],{"slug":1394,"name":1394,"fn":1395,"description":1396,"org":1397,"tags":1398,"stars":1411,"repoUrl":1412,"updatedAt":1413},"prior-auth-packet-builder","build healthcare prior authorization packets","Build a concise prior authorization packet from local case files and payer policy docs.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1399,1402,1405,1408],{"name":1400,"slug":1401,"type":15},"Documents","documents",{"name":1403,"slug":1404,"type":15},"Healthcare","healthcare",{"name":1406,"slug":1407,"type":15},"Insurance","insurance",{"name":1409,"slug":1410,"type":15},"Regulatory Compliance","regulatory-compliance",28169,"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-agents-python","2026-04-16T05:11:39.180399",{"slug":1415,"name":1415,"fn":1416,"description":1417,"org":1418,"tags":1419,"stars":1434,"repoUrl":1435,"updatedAt":1436},"aspnet-core","build ASP.NET Core web applications","Build, review, refactor, or architect ASP.NET Core web applications using current official guidance for .NET web development. Use when working on Blazor Web Apps, Razor Pages, MVC, Minimal APIs, controller-based Web APIs, SignalR, gRPC, middleware, dependency injection, configuration, authentication, authorization, testing, performance, deployment, or ASP.NET Core upgrades.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1420,1423,1425,1428,1431],{"name":1421,"slug":1422,"type":15},".NET","dotnet",{"name":1424,"slug":1415,"type":15},"ASP.NET Core",{"name":1426,"slug":1427,"type":15},"Blazor","blazor",{"name":1429,"slug":1430,"type":15},"C#","csharp",{"name":1432,"slug":1433,"type":15},"Web Development","web-development",23787,"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fskills","2026-04-12T05:07:02.819491",{"slug":1438,"name":1438,"fn":1439,"description":1440,"org":1441,"tags":1442,"stars":1434,"repoUrl":1435,"updatedAt":1453},"chatgpt-apps","build ChatGPT Apps SDK applications","Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI. Use when Codex needs to design tools, register UI resources, wire the MCP Apps bridge or ChatGPT compatibility APIs, apply Apps SDK metadata or CSP or domain settings, or produce a docs-aligned project scaffold. Prefer a docs-first workflow by invoking the openai-docs skill or OpenAI developer docs MCP tools before generating code.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1443,1446,1449,1452],{"name":1444,"slug":1445,"type":15},"Apps SDK","apps-sdk",{"name":1447,"slug":1448,"type":15},"ChatGPT","chatgpt",{"name":1450,"slug":1451,"type":15},"MCP","mcp",{"name":9,"slug":8,"type":15},"2026-04-12T05:07:05.468097",{"slug":1455,"name":1455,"fn":1456,"description":1457,"org":1458,"tags":1459,"stars":1434,"repoUrl":1435,"updatedAt":1469},"cli-creator","build CLIs from API docs","Build a composable CLI for Codex from API docs, an OpenAPI spec, existing curl examples, an SDK, a web app, an admin tool, or a local script. Use when the user wants Codex to create a command-line tool that can run from any repo, expose composable read\u002Fwrite commands, return stable JSON, manage auth, and pair with a companion skill.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1460,1463,1466],{"name":1461,"slug":1462,"type":15},"API Development","api-development",{"name":1464,"slug":1465,"type":15},"CLI","cli",{"name":1467,"slug":1468,"type":15},"Codex","codex","2026-04-12T05:07:04.132762",{"slug":1471,"name":1471,"fn":1472,"description":1473,"org":1474,"tags":1475,"stars":1434,"repoUrl":1435,"updatedAt":1486},"cloudflare-deploy","deploy projects to Cloudflare","Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1476,1479,1482,1483],{"name":1477,"slug":1478,"type":15},"Cloudflare","cloudflare",{"name":1480,"slug":1481,"type":15},"Cloudflare Pages","cloudflare-pages",{"name":1324,"slug":1325,"type":15},{"name":1484,"slug":1485,"type":15},"Deployment","deployment","2026-04-12T05:07:14.275118",{"slug":1488,"name":1488,"fn":1489,"description":1490,"org":1491,"tags":1492,"stars":1434,"repoUrl":1435,"updatedAt":1505},"define-goal","define and set measurable project goals","Help the user define a concrete, measurable goal before starting work, especially when they ask to use the goal tool, create a goal, set an objective, clarify success criteria, or turn a fuzzy intention into a quantitative outcome. Use this skill for goal creation and goal refinement only; it does not manage durable snapshots, decision logs, or long-running execution artifacts.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1493,1496,1499,1502],{"name":1494,"slug":1495,"type":15},"Productivity","productivity",{"name":1497,"slug":1498,"type":15},"Project Management","project-management",{"name":1500,"slug":1501,"type":15},"Strategy","strategy",{"name":1503,"slug":1504,"type":15},"Task Management","task-management","2026-05-23T06:17:16.870838",{"slug":1507,"name":1507,"fn":1508,"description":1509,"org":1510,"tags":1511,"stars":1434,"repoUrl":1435,"updatedAt":1517},"figma","translate Figma designs into code","Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1512,1513,1515,1516],{"name":1286,"slug":1287,"type":15},{"name":1514,"slug":1507,"type":15},"Figma",{"name":1343,"slug":1344,"type":15},{"name":1450,"slug":1451,"type":15},"2026-04-12T05:06:47.939943",{"slug":1519,"name":1519,"fn":1520,"description":1521,"org":1522,"tags":1523,"stars":1434,"repoUrl":1435,"updatedAt":1531},"figma-code-connect-components","connect Figma designs to code components","Connects Figma design components to code components using Code Connect mapping tools. Use when user says \"code connect\", \"connect this component to code\", \"map this component\", \"link component to code\", \"create code connect mapping\", or wants to establish mappings between Figma designs and code implementations. For canvas writes via `use_figma`, use `figma-use`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1524,1525,1528,1529,1530],{"name":1286,"slug":1287,"type":15},{"name":1526,"slug":1527,"type":15},"Design System","design-system",{"name":1514,"slug":1507,"type":15},{"name":1343,"slug":1344,"type":15},{"name":1352,"slug":1353,"type":15},"2026-05-10T05:59:52.971881",{"slug":1533,"name":1533,"fn":1534,"description":1535,"org":1536,"tags":1537,"stars":1434,"repoUrl":1435,"updatedAt":1545},"figma-create-design-system-rules","generate design system rules from Figma","Generates custom design system rules for the user's codebase. Use when user says \"create design system rules\", \"generate rules for my project\", \"set up design rules\", \"customize design system guidelines\", or wants to establish project-specific conventions for Figma-to-code workflows. Requires Figma MCP server connection.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1538,1539,1540,1543,1544],{"name":1286,"slug":1287,"type":15},{"name":1526,"slug":1527,"type":15},{"name":1541,"slug":1542,"type":15},"Documentation","documentation",{"name":1514,"slug":1507,"type":15},{"name":1343,"slug":1344,"type":15},"2026-05-16T06:07:47.821474",{"slug":1547,"name":1547,"fn":1548,"description":1549,"org":1550,"tags":1551,"stars":1434,"repoUrl":1435,"updatedAt":1557},"figma-implement-design","translate Figma designs into application code","Translates Figma designs into production-ready application code with 1:1 visual fidelity. Use when implementing UI code from Figma files, when user mentions \"implement design\", \"generate code\", \"implement component\", provides Figma URLs, or asks to build components matching Figma specs. For Figma canvas writes via `use_figma`, use `figma-use`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1552,1553,1554,1555,1556],{"name":1286,"slug":1287,"type":15},{"name":1514,"slug":1507,"type":15},{"name":1343,"slug":1344,"type":15},{"name":1352,"slug":1353,"type":15},{"name":1432,"slug":1433,"type":15},"2026-05-16T06:07:40.583615",{"slug":1559,"name":1559,"fn":1560,"description":1561,"org":1562,"tags":1563,"stars":1434,"repoUrl":1435,"updatedAt":1572},"hatch-pet","create animated pets for Codex","Create, repair, validate, visually QA, and package Codex-compatible animated pets and pet spritesheets from character art, generated images, company or prospect brand cues, or visual references. Use when a user wants a lightweight-worker Codex pet workflow, a non-pixel custom pet style, a prospect or company mascot pet, or a full 8x9 animated pet atlas with transparent unused cells, QA contact sheets, and pet.json packaging. This skill composes the installed $imagegen system skill for visual generation and uses bundled scripts for deterministic spritesheet assembly.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1564,1567,1568,1571],{"name":1565,"slug":1566,"type":15},"Animation","animation",{"name":1467,"slug":1468,"type":15},{"name":1569,"slug":1570,"type":15},"Creative","creative",{"name":1286,"slug":1287,"type":15},"2026-05-02T05:31:48.48485",{"slug":1574,"name":1574,"fn":1575,"description":1576,"org":1577,"tags":1578,"stars":1434,"repoUrl":1435,"updatedAt":1588},"imagegen","generate and edit raster images","Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output should be a bitmap asset rather than repo-native code or vector. Do not use when the task is better handled by editing existing SVG\u002Fvector\u002Fcode-native assets, extending an established icon or logo system, or building the visual directly in HTML\u002FCSS\u002Fcanvas.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1579,1580,1581,1584,1587],{"name":1569,"slug":1570,"type":15},{"name":1286,"slug":1287,"type":15},{"name":1582,"slug":1583,"type":15},"Image Generation","image-generation",{"name":1585,"slug":1586,"type":15},"Images","images",{"name":9,"slug":8,"type":15},"2026-05-15T06:23:24.312127",675]