[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-openai-chatgpt-app-submission":3,"mdc--uqkh3w-key":36,"related-repo-openai-chatgpt-app-submission":1886,"related-org-openai-chatgpt-app-submission":2007},{"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},"chatgpt-app-submission","prepare ChatGPT app submissions","Inspect a ChatGPT Apps MCP server codebase and generate chatgpt-app-submission.json with app info suggestions, tool hint justifications, test cases, and negative test cases, then report review-check findings and outputSchema warnings for submission review.",{"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},"ChatGPT","chatgpt","tag",{"name":17,"slug":18,"type":15},"MCP","mcp",{"name":20,"slug":21,"type":15},"Engineering","engineering",{"name":23,"slug":24,"type":15},"Testing","testing",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\u002Fopenai-developers\u002Fskills\u002Fchatgpt-app-submission","---\nname: chatgpt-app-submission\ndescription: Inspect a ChatGPT Apps MCP server codebase and generate chatgpt-app-submission.json with app info suggestions, tool hint justifications, test cases, and negative test cases, then report review-check findings and outputSchema warnings for submission review.\n---\n\n# ChatGPT App Submission\n\nUse this skill when a developer needs a `chatgpt-app-submission.json` file for a ChatGPT Apps submission. The file is uploaded in the Apps submission form to fill out parts of App Info, MCP Server, and Testing.\n\n## Workflow\n\n1. Inspect the MCP server codebase from the current working directory.\n2. Read repo metadata, package metadata, README files, app manifests, tool descriptors, resource templates, and widget metadata needed to understand the app.\n3. Find every exposed MCP tool, its declared `readOnlyHint`, `openWorldHint`, and `destructiveHint` annotations, and whether it declares `outputSchema`.\n4. Read each tool implementation and any called helper functions needed to understand side effects.\n5. Compare tool annotations, tool names, tool descriptions, and CSP values against actual behavior. If any value is missing, stale, misleading, or inconsistent, ask the developer for approval before updating source.\n6. Generate concise review-facing app info suggestions, tool hint justifications, positive test cases, and negative test cases.\n7. Write `chatgpt-app-submission.json` in the current working directory.\n8. Print review-check findings and any missing `outputSchema` warnings in the final response, and explain what the developer should do with each finding before submission.\n\nDo not infer behavior from the tool name alone. Use the real tool implementation and declared annotations. If a tool calls into another module or API client, inspect enough of that path to know whether it reads, writes, deletes, sends, publishes, or changes external state.\n\n## App Info Rules\n\nSuggest app info from source-of-truth project metadata and the tool behavior you inspected. Keep it plain-language and submission-review-facing.\n\n- `display_name`: use the product or app name from repo metadata, package metadata, README, manifest, or existing configuration. Keep it short enough for the submission form.\n- `subtitle`: summarize what the app does in one short functional phrase, not marketing copy. It must be 30 characters or less.\n- `description`: describe concrete user value and the main workflows the tools support.\n- `category`: choose one of `BUSINESS`, `COLLABORATION`, `DESIGN`, `DEVELOPER_TOOLS`, `EDUCATION`, `ENTERTAINMENT`, `FINANCE`, `FOOD`, `LIFESTYLE`, `NEWS`, `PRODUCTIVITY`, `SHOPPING`, or `TRAVEL`.\n\n## Hint Rules\n\nUse the Apps SDK review meanings:\n\n- `readOnlyHint`: `true` only when the tool strictly fetches, looks up, lists, retrieves, or computes data without changing state. `false` if it can create, update, delete, send, enqueue, run jobs, write logs, start workflows, or otherwise mutate state.\n- `destructiveHint`: `true` if the tool can delete, overwrite, send irreversible messages or transactions, revoke access, or perform destructive admin actions, including via some modes or parameters. Otherwise `false`.\n- `openWorldHint`: `true` if the tool can change publicly visible internet state or external third-party systems, such as sending emails or messages, posting\u002Fpublishing content, creating public tickets\u002Fissues, pushing code\u002Fcontent, or submitting external forms. `false` if it only operates in closed\u002Fprivate systems.\n\nChatGPT Apps submissions require every tool to set all three hints explicitly. Missing or null hints are submission blockers, even if MCP clients may have protocol-level defaults.\n\nIf a hint is missing, null, or does not match the actual behavior you found in code, stop before writing the JSON and ask the developer for approval to update the MCP server source. In the approval request, list each affected tool, the missing\u002Fcurrent hint value, the behavior you observed, and the recommended explicit hint value. If the developer approves, make the smallest source change that sets the correct hint explicitly, then generate JSON using the updated values. If the developer does not approve or the correct edit location is ambiguous, do not generate misleading JSON; report the mismatch and the blocked update.\n\n## Output Schema Warnings\n\nWhile inspecting exposed MCP tools, record each tool whose descriptor or source definition omits `outputSchema` or sets it to `null`. Missing `outputSchema` is not a blocker for generating `chatgpt-app-submission.json`, and the submission JSON does not include output schemas.\n\nDo not infer or invent output schemas for this warning. Use the actual MCP tool descriptor or source definition. In the final response, include a concise warning for any missing tools: `Add an outputSchema so models can use this tool's results more reliably. See https:\u002F\u002Fmodelcontextprotocol.io\u002Fspecification\u002Fdraft\u002Fserver\u002Ftools#tool.` Include the affected tool names. If every tool declares `outputSchema`, do not include an outputSchema warning.\n\n## Tool Descriptor and CSP Rules\n\nCheck tool names, tool descriptions, and widget CSP metadata while inspecting the app.\n\n- Tool input schemas should not solicit sensitive data unless that data is strictly necessary for the app's stated user-facing workflow. Flag fields that ask for PHI, PCI, SSNs, credentials, MFA codes, government IDs, biometrics, or similarly sensitive identifiers.\n- Tool names should match the action the tool performs and should not imply capabilities the implementation does not provide.\n- Tool descriptions should accurately describe inputs, side effects, and user-visible results.\n- CSP values should be as narrow as the implementation supports. Flag wildcard domains, unused domains, broad resource\u002Fconnect domains, and missing domains required by actual widget behavior.\n\nIf tool names, descriptions, or CSP values appear missing or inconsistent with actual behavior, prompt the developer for approval before editing source. If the developer declines or the correct edit is ambiguous, keep the generated JSON truthful and report the finding in the final response.\n\n## Test Case Rules\n\nGenerate exactly five positive test cases and exactly three negative test cases.\n\n- Positive test cases must use exact MCP action names in `tools_triggered`.\n- Positive prompts should cover the main tool-backed workflows and edge conditions that review should exercise.\n- Negative test cases should describe prompts where the app should not trigger, including nearby-but-out-of-scope requests.\n- Keep expected outputs review-facing and concise. Do not include secrets, credentials, source snippets, local paths, request IDs, stack traces, or private implementation details.\n\n## Output Contract\n\nWrite exactly one JSON file named `chatgpt-app-submission.json`:\n\n```json\n{\n  \"$schema\": \"https:\u002F\u002Fdevelopers.openai.com\u002Fapps-sdk\u002Fschemas\u002Fchatgpt-app-submission.v1.json\",\n  \"schema_version\": 1,\n  \"app_info\": {\n    \"display_name\": \"Example App\",\n    \"subtitle\": \"Find and update records\",\n    \"description\": \"Example App helps users find records, inspect details, and update workspace data through ChatGPT.\",\n    \"category\": \"PRODUCTIVITY\"\n  },\n  \"tools\": {\n    \"tool_name\": {\n      \"annotations\": {\n        \"readOnlyHint\": true,\n        \"openWorldHint\": false,\n        \"destructiveHint\": false\n      },\n      \"justifications\": {\n        \"read_only_justification\": \"Only retrieves matching records and does not modify data.\",\n        \"open_world_justification\": \"Does not write to public internet state or third-party systems.\",\n        \"destructive_justification\": \"Does not delete, overwrite, revoke access, or perform irreversible actions.\"\n      }\n    }\n  },\n  \"test_cases\": [\n    {\n      \"description\": \"Find records that match a specific user request.\",\n      \"user_prompt\": \"Find my open records for this week.\",\n      \"file_attachment_urls\": null,\n      \"tools_triggered\": \"tool_name\",\n      \"expected_output\": \"Returns matching records with enough detail for the user to choose the next action.\",\n      \"expected_output_url\": null\n    }\n  ],\n  \"negative_test_cases\": [\n    {\n      \"description\": \"Do not trigger for unrelated calendar requests.\",\n      \"user_prompt\": \"What meetings do I have tomorrow?\",\n      \"file_attachment_urls\": null,\n      \"tools_triggered\": null,\n      \"expected_output\": \"The app should not be invoked because the request is outside its supported workflows.\",\n      \"expected_output_url\": null\n    }\n  ]\n}\n```\n\n`$schema` identifies the import file shape for editors and importers; Codex does not need to fetch it. `tools` is required. `app_info`, `test_cases`, and `negative_test_cases` are optional in the schema, but generate them whenever the repo contains enough information. Do not include review-check findings in this JSON file.\n\n## Writing Justifications\n\n- Keep each justification to one sentence.\n- Be specific about the actual behavior, not the annotation itself.\n- For write tools, state what system is changed and whether the change is bounded\u002Fprivate or public\u002Fexternal.\n- For destructive tools, name the irreversible action and mention any real safeguard only if it exists in the code.\n- Do not include source snippets, secrets, tokens, request IDs, local paths, stack traces, or private implementation details in the JSON.\n\nGood examples:\n\n- `Only retrieves project metadata and returns it without creating or updating records.`\n- `Creates a private task in the user's workspace and cannot publish content to public URLs.`\n- `Deletes the selected workspace document, which cannot be recovered after confirmation.`\n\nBad examples:\n\n- `readOnlyHint is true because the tool is read-only.`\n- `Probably safe.`\n- `The function calls client.delete_item(...) in src\u002Fserver.py.`\n\n## Reporting Review Checks\n\nReport these checks in the final response after writing `chatgpt-app-submission.json`. Do not write them into the JSON file.\n\n- Sensitive data solicitation: flag tool input schema fields that request PHI, PCI, SSNs, credentials, MFA codes, government IDs, biometrics, or similarly sensitive identifiers. Include the tool name and input field in the finding.\n- Tool data use: flag tools that collect, expose, mutate, or transmit sensitive data in a way the descriptor or tests do not clearly explain.\n- Tool naming: flag names or descriptions that are too vague, misleading, overbroad, or inconsistent with implementation behavior.\n- Weak CSPs: flag broad, wildcard, unused, or missing CSP domains in widget metadata.\n\nFor each finding, explain the practical next step: update source, update submission copy, narrow CSP, remove or justify a sensitive input, or manually review before submitting. If there are no findings, say that these checks did not find obvious issues from source inspection.\n\n## Final Response\n\nAfter writing the file, summarize the app info fields generated, number of tools covered, positive test case count, and negative test case count. Then include a `Review findings` section with any sensitive data solicitation, tool data use, tool naming, weak CSP findings, or missing `outputSchema` warnings and what to do with each one. If generation is blocked, lead with the exact missing hints or source ambiguity.\n",{"data":37,"body":38},{"name":4,"description":6},{"type":39,"children":40},"root",[41,49,64,71,162,167,173,178,318,324,329,403,408,413,419,453,473,479,484,507,512,518,523,553,559,571,1668,1704,1710,1738,1743,1773,1778,1808,1814,1826,1849,1854,1860,1880],{"type":42,"tag":43,"props":44,"children":45},"element","h1",{"id":4},[46],{"type":47,"value":48},"text","ChatGPT App Submission",{"type":42,"tag":50,"props":51,"children":52},"p",{},[53,55,62],{"type":47,"value":54},"Use this skill when a developer needs a ",{"type":42,"tag":56,"props":57,"children":59},"code",{"className":58},[],[60],{"type":47,"value":61},"chatgpt-app-submission.json",{"type":47,"value":63}," file for a ChatGPT Apps submission. The file is uploaded in the Apps submission form to fill out parts of App Info, MCP Server, and Testing.",{"type":42,"tag":65,"props":66,"children":68},"h2",{"id":67},"workflow",[69],{"type":47,"value":70},"Workflow",{"type":42,"tag":72,"props":73,"children":74},"ol",{},[75,81,86,123,128,133,138,150],{"type":42,"tag":76,"props":77,"children":78},"li",{},[79],{"type":47,"value":80},"Inspect the MCP server codebase from the current working directory.",{"type":42,"tag":76,"props":82,"children":83},{},[84],{"type":47,"value":85},"Read repo metadata, package metadata, README files, app manifests, tool descriptors, resource templates, and widget metadata needed to understand the app.",{"type":42,"tag":76,"props":87,"children":88},{},[89,91,97,99,105,107,113,115,121],{"type":47,"value":90},"Find every exposed MCP tool, its declared ",{"type":42,"tag":56,"props":92,"children":94},{"className":93},[],[95],{"type":47,"value":96},"readOnlyHint",{"type":47,"value":98},", ",{"type":42,"tag":56,"props":100,"children":102},{"className":101},[],[103],{"type":47,"value":104},"openWorldHint",{"type":47,"value":106},", and ",{"type":42,"tag":56,"props":108,"children":110},{"className":109},[],[111],{"type":47,"value":112},"destructiveHint",{"type":47,"value":114}," annotations, and whether it declares ",{"type":42,"tag":56,"props":116,"children":118},{"className":117},[],[119],{"type":47,"value":120},"outputSchema",{"type":47,"value":122},".",{"type":42,"tag":76,"props":124,"children":125},{},[126],{"type":47,"value":127},"Read each tool implementation and any called helper functions needed to understand side effects.",{"type":42,"tag":76,"props":129,"children":130},{},[131],{"type":47,"value":132},"Compare tool annotations, tool names, tool descriptions, and CSP values against actual behavior. If any value is missing, stale, misleading, or inconsistent, ask the developer for approval before updating source.",{"type":42,"tag":76,"props":134,"children":135},{},[136],{"type":47,"value":137},"Generate concise review-facing app info suggestions, tool hint justifications, positive test cases, and negative test cases.",{"type":42,"tag":76,"props":139,"children":140},{},[141,143,148],{"type":47,"value":142},"Write ",{"type":42,"tag":56,"props":144,"children":146},{"className":145},[],[147],{"type":47,"value":61},{"type":47,"value":149}," in the current working directory.",{"type":42,"tag":76,"props":151,"children":152},{},[153,155,160],{"type":47,"value":154},"Print review-check findings and any missing ",{"type":42,"tag":56,"props":156,"children":158},{"className":157},[],[159],{"type":47,"value":120},{"type":47,"value":161}," warnings in the final response, and explain what the developer should do with each finding before submission.",{"type":42,"tag":50,"props":163,"children":164},{},[165],{"type":47,"value":166},"Do not infer behavior from the tool name alone. Use the real tool implementation and declared annotations. If a tool calls into another module or API client, inspect enough of that path to know whether it reads, writes, deletes, sends, publishes, or changes external state.",{"type":42,"tag":65,"props":168,"children":170},{"id":169},"app-info-rules",[171],{"type":47,"value":172},"App Info Rules",{"type":42,"tag":50,"props":174,"children":175},{},[176],{"type":47,"value":177},"Suggest app info from source-of-truth project metadata and the tool behavior you inspected. Keep it plain-language and submission-review-facing.",{"type":42,"tag":179,"props":180,"children":181},"ul",{},[182,193,204,215],{"type":42,"tag":76,"props":183,"children":184},{},[185,191],{"type":42,"tag":56,"props":186,"children":188},{"className":187},[],[189],{"type":47,"value":190},"display_name",{"type":47,"value":192},": use the product or app name from repo metadata, package metadata, README, manifest, or existing configuration. Keep it short enough for the submission form.",{"type":42,"tag":76,"props":194,"children":195},{},[196,202],{"type":42,"tag":56,"props":197,"children":199},{"className":198},[],[200],{"type":47,"value":201},"subtitle",{"type":47,"value":203},": summarize what the app does in one short functional phrase, not marketing copy. It must be 30 characters or less.",{"type":42,"tag":76,"props":205,"children":206},{},[207,213],{"type":42,"tag":56,"props":208,"children":210},{"className":209},[],[211],{"type":47,"value":212},"description",{"type":47,"value":214},": describe concrete user value and the main workflows the tools support.",{"type":42,"tag":76,"props":216,"children":217},{},[218,224,226,232,233,239,240,246,247,253,254,260,261,267,268,274,275,281,282,288,289,295,296,302,303,309,311,317],{"type":42,"tag":56,"props":219,"children":221},{"className":220},[],[222],{"type":47,"value":223},"category",{"type":47,"value":225},": choose one of ",{"type":42,"tag":56,"props":227,"children":229},{"className":228},[],[230],{"type":47,"value":231},"BUSINESS",{"type":47,"value":98},{"type":42,"tag":56,"props":234,"children":236},{"className":235},[],[237],{"type":47,"value":238},"COLLABORATION",{"type":47,"value":98},{"type":42,"tag":56,"props":241,"children":243},{"className":242},[],[244],{"type":47,"value":245},"DESIGN",{"type":47,"value":98},{"type":42,"tag":56,"props":248,"children":250},{"className":249},[],[251],{"type":47,"value":252},"DEVELOPER_TOOLS",{"type":47,"value":98},{"type":42,"tag":56,"props":255,"children":257},{"className":256},[],[258],{"type":47,"value":259},"EDUCATION",{"type":47,"value":98},{"type":42,"tag":56,"props":262,"children":264},{"className":263},[],[265],{"type":47,"value":266},"ENTERTAINMENT",{"type":47,"value":98},{"type":42,"tag":56,"props":269,"children":271},{"className":270},[],[272],{"type":47,"value":273},"FINANCE",{"type":47,"value":98},{"type":42,"tag":56,"props":276,"children":278},{"className":277},[],[279],{"type":47,"value":280},"FOOD",{"type":47,"value":98},{"type":42,"tag":56,"props":283,"children":285},{"className":284},[],[286],{"type":47,"value":287},"LIFESTYLE",{"type":47,"value":98},{"type":42,"tag":56,"props":290,"children":292},{"className":291},[],[293],{"type":47,"value":294},"NEWS",{"type":47,"value":98},{"type":42,"tag":56,"props":297,"children":299},{"className":298},[],[300],{"type":47,"value":301},"PRODUCTIVITY",{"type":47,"value":98},{"type":42,"tag":56,"props":304,"children":306},{"className":305},[],[307],{"type":47,"value":308},"SHOPPING",{"type":47,"value":310},", or ",{"type":42,"tag":56,"props":312,"children":314},{"className":313},[],[315],{"type":47,"value":316},"TRAVEL",{"type":47,"value":122},{"type":42,"tag":65,"props":319,"children":321},{"id":320},"hint-rules",[322],{"type":47,"value":323},"Hint Rules",{"type":42,"tag":50,"props":325,"children":326},{},[327],{"type":47,"value":328},"Use the Apps SDK review meanings:",{"type":42,"tag":179,"props":330,"children":331},{},[332,358,380],{"type":42,"tag":76,"props":333,"children":334},{},[335,340,342,348,350,356],{"type":42,"tag":56,"props":336,"children":338},{"className":337},[],[339],{"type":47,"value":96},{"type":47,"value":341},": ",{"type":42,"tag":56,"props":343,"children":345},{"className":344},[],[346],{"type":47,"value":347},"true",{"type":47,"value":349}," only when the tool strictly fetches, looks up, lists, retrieves, or computes data without changing state. ",{"type":42,"tag":56,"props":351,"children":353},{"className":352},[],[354],{"type":47,"value":355},"false",{"type":47,"value":357}," if it can create, update, delete, send, enqueue, run jobs, write logs, start workflows, or otherwise mutate state.",{"type":42,"tag":76,"props":359,"children":360},{},[361,366,367,372,374,379],{"type":42,"tag":56,"props":362,"children":364},{"className":363},[],[365],{"type":47,"value":112},{"type":47,"value":341},{"type":42,"tag":56,"props":368,"children":370},{"className":369},[],[371],{"type":47,"value":347},{"type":47,"value":373}," if the tool can delete, overwrite, send irreversible messages or transactions, revoke access, or perform destructive admin actions, including via some modes or parameters. Otherwise ",{"type":42,"tag":56,"props":375,"children":377},{"className":376},[],[378],{"type":47,"value":355},{"type":47,"value":122},{"type":42,"tag":76,"props":381,"children":382},{},[383,388,389,394,396,401],{"type":42,"tag":56,"props":384,"children":386},{"className":385},[],[387],{"type":47,"value":104},{"type":47,"value":341},{"type":42,"tag":56,"props":390,"children":392},{"className":391},[],[393],{"type":47,"value":347},{"type":47,"value":395}," if the tool can change publicly visible internet state or external third-party systems, such as sending emails or messages, posting\u002Fpublishing content, creating public tickets\u002Fissues, pushing code\u002Fcontent, or submitting external forms. ",{"type":42,"tag":56,"props":397,"children":399},{"className":398},[],[400],{"type":47,"value":355},{"type":47,"value":402}," if it only operates in closed\u002Fprivate systems.",{"type":42,"tag":50,"props":404,"children":405},{},[406],{"type":47,"value":407},"ChatGPT Apps submissions require every tool to set all three hints explicitly. Missing or null hints are submission blockers, even if MCP clients may have protocol-level defaults.",{"type":42,"tag":50,"props":409,"children":410},{},[411],{"type":47,"value":412},"If a hint is missing, null, or does not match the actual behavior you found in code, stop before writing the JSON and ask the developer for approval to update the MCP server source. In the approval request, list each affected tool, the missing\u002Fcurrent hint value, the behavior you observed, and the recommended explicit hint value. If the developer approves, make the smallest source change that sets the correct hint explicitly, then generate JSON using the updated values. If the developer does not approve or the correct edit location is ambiguous, do not generate misleading JSON; report the mismatch and the blocked update.",{"type":42,"tag":65,"props":414,"children":416},{"id":415},"output-schema-warnings",[417],{"type":47,"value":418},"Output Schema Warnings",{"type":42,"tag":50,"props":420,"children":421},{},[422,424,429,431,437,439,444,446,451],{"type":47,"value":423},"While inspecting exposed MCP tools, record each tool whose descriptor or source definition omits ",{"type":42,"tag":56,"props":425,"children":427},{"className":426},[],[428],{"type":47,"value":120},{"type":47,"value":430}," or sets it to ",{"type":42,"tag":56,"props":432,"children":434},{"className":433},[],[435],{"type":47,"value":436},"null",{"type":47,"value":438},". Missing ",{"type":42,"tag":56,"props":440,"children":442},{"className":441},[],[443],{"type":47,"value":120},{"type":47,"value":445}," is not a blocker for generating ",{"type":42,"tag":56,"props":447,"children":449},{"className":448},[],[450],{"type":47,"value":61},{"type":47,"value":452},", and the submission JSON does not include output schemas.",{"type":42,"tag":50,"props":454,"children":455},{},[456,458,464,466,471],{"type":47,"value":457},"Do not infer or invent output schemas for this warning. Use the actual MCP tool descriptor or source definition. In the final response, include a concise warning for any missing tools: ",{"type":42,"tag":56,"props":459,"children":461},{"className":460},[],[462],{"type":47,"value":463},"Add an outputSchema so models can use this tool's results more reliably. See https:\u002F\u002Fmodelcontextprotocol.io\u002Fspecification\u002Fdraft\u002Fserver\u002Ftools#tool.",{"type":47,"value":465}," Include the affected tool names. If every tool declares ",{"type":42,"tag":56,"props":467,"children":469},{"className":468},[],[470],{"type":47,"value":120},{"type":47,"value":472},", do not include an outputSchema warning.",{"type":42,"tag":65,"props":474,"children":476},{"id":475},"tool-descriptor-and-csp-rules",[477],{"type":47,"value":478},"Tool Descriptor and CSP Rules",{"type":42,"tag":50,"props":480,"children":481},{},[482],{"type":47,"value":483},"Check tool names, tool descriptions, and widget CSP metadata while inspecting the app.",{"type":42,"tag":179,"props":485,"children":486},{},[487,492,497,502],{"type":42,"tag":76,"props":488,"children":489},{},[490],{"type":47,"value":491},"Tool input schemas should not solicit sensitive data unless that data is strictly necessary for the app's stated user-facing workflow. Flag fields that ask for PHI, PCI, SSNs, credentials, MFA codes, government IDs, biometrics, or similarly sensitive identifiers.",{"type":42,"tag":76,"props":493,"children":494},{},[495],{"type":47,"value":496},"Tool names should match the action the tool performs and should not imply capabilities the implementation does not provide.",{"type":42,"tag":76,"props":498,"children":499},{},[500],{"type":47,"value":501},"Tool descriptions should accurately describe inputs, side effects, and user-visible results.",{"type":42,"tag":76,"props":503,"children":504},{},[505],{"type":47,"value":506},"CSP values should be as narrow as the implementation supports. 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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},[1912,1915,1918],{"name":1913,"slug":1914,"type":15},"Agents","agents",{"name":1916,"slug":1917,"type":15},"Browser Automation","browser-automation",{"name":23,"slug":24,"type":15},"2026-04-06T18:41:03.44016",{"slug":1921,"name":1921,"fn":1922,"description":1923,"org":1924,"tags":1925,"stars":25,"repoUrl":26,"updatedAt":1931},"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},[1926,1927,1930],{"name":1916,"slug":1917,"type":15},{"name":1928,"slug":1929,"type":15},"Local Development","local-development",{"name":23,"slug":24,"type":15},"2026-04-06T18:41:17.526867",{"slug":1933,"name":1933,"fn":1934,"description":1935,"org":1936,"tags":1937,"stars":25,"repoUrl":26,"updatedAt":1951},"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},[1938,1939,1942,1945,1948],{"name":1913,"slug":1914,"type":15},{"name":1940,"slug":1941,"type":15},"Cloudflare Workers","cloudflare-workers",{"name":1943,"slug":1944,"type":15},"SDK","sdk",{"name":1946,"slug":1947,"type":15},"Serverless","serverless",{"name":1949,"slug":1950,"type":15},"WebSockets","websockets","2026-04-06T18:39:51.717063",{"slug":1953,"name":1953,"fn":1954,"description":1955,"org":1956,"tags":1957,"stars":25,"repoUrl":26,"updatedAt":1973},"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},[1958,1961,1964,1967,1970],{"name":1959,"slug":1960,"type":15},"Frontend","frontend",{"name":1962,"slug":1963,"type":15},"React","react",{"name":1965,"slug":1966,"type":15},"shadcn\u002Fui","shadcn-ui",{"name":1968,"slug":1969,"type":15},"UI Components","ui-components",{"name":1971,"slug":1972,"type":15},"Vercel","vercel","2026-04-06T18:40:59.619419",{"slug":1975,"name":1975,"fn":1976,"description":1977,"org":1978,"tags":1979,"stars":25,"repoUrl":26,"updatedAt":1993},"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},[1980,1983,1986,1989,1992],{"name":1981,"slug":1982,"type":15},"AI Infrastructure","ai-infrastructure",{"name":1984,"slug":1985,"type":15},"Cost Optimization","cost-optimization",{"name":1987,"slug":1988,"type":15},"LLM","llm",{"name":1990,"slug":1991,"type":15},"Performance","performance",{"name":1971,"slug":1972,"type":15},"2026-04-06T18:40:44.377464",{"slug":1995,"name":1995,"fn":1996,"description":1997,"org":1998,"tags":1999,"stars":25,"repoUrl":26,"updatedAt":2005},"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},[2000,2001,2004],{"name":1984,"slug":1985,"type":15},{"name":2002,"slug":2003,"type":15},"Database","database",{"name":1987,"slug":1988,"type":15},"2026-04-06T18:41:08.513425",600,{"items":2008,"total":2201},[2009,2030,2053,2066,2082,2099,2118,2130,2144,2158,2170,2185],{"slug":2010,"name":2010,"fn":2011,"description":2012,"org":2013,"tags":2014,"stars":2027,"repoUrl":2028,"updatedAt":2029},"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},[2015,2018,2021,2024],{"name":2016,"slug":2017,"type":15},"Documents","documents",{"name":2019,"slug":2020,"type":15},"Healthcare","healthcare",{"name":2022,"slug":2023,"type":15},"Insurance","insurance",{"name":2025,"slug":2026,"type":15},"Regulatory Compliance","regulatory-compliance",28169,"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-agents-python","2026-04-16T05:11:39.180399",{"slug":2031,"name":2031,"fn":2032,"description":2033,"org":2034,"tags":2035,"stars":2050,"repoUrl":2051,"updatedAt":2052},"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},[2036,2039,2041,2044,2047],{"name":2037,"slug":2038,"type":15},".NET","dotnet",{"name":2040,"slug":2031,"type":15},"ASP.NET Core",{"name":2042,"slug":2043,"type":15},"Blazor","blazor",{"name":2045,"slug":2046,"type":15},"C#","csharp",{"name":2048,"slug":2049,"type":15},"Web Development","web-development",23787,"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fskills","2026-04-12T05:07:02.819491",{"slug":2054,"name":2054,"fn":2055,"description":2056,"org":2057,"tags":2058,"stars":2050,"repoUrl":2051,"updatedAt":2065},"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},[2059,2062,2063,2064],{"name":2060,"slug":2061,"type":15},"Apps SDK","apps-sdk",{"name":13,"slug":14,"type":15},{"name":17,"slug":18,"type":15},{"name":9,"slug":8,"type":15},"2026-04-12T05:07:05.468097",{"slug":2067,"name":2067,"fn":2068,"description":2069,"org":2070,"tags":2071,"stars":2050,"repoUrl":2051,"updatedAt":2081},"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},[2072,2075,2078],{"name":2073,"slug":2074,"type":15},"API Development","api-development",{"name":2076,"slug":2077,"type":15},"CLI","cli",{"name":2079,"slug":2080,"type":15},"Codex","codex","2026-04-12T05:07:04.132762",{"slug":2083,"name":2083,"fn":2084,"description":2085,"org":2086,"tags":2087,"stars":2050,"repoUrl":2051,"updatedAt":2098},"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},[2088,2091,2094,2095],{"name":2089,"slug":2090,"type":15},"Cloudflare","cloudflare",{"name":2092,"slug":2093,"type":15},"Cloudflare Pages","cloudflare-pages",{"name":1940,"slug":1941,"type":15},{"name":2096,"slug":2097,"type":15},"Deployment","deployment","2026-04-12T05:07:14.275118",{"slug":2100,"name":2100,"fn":2101,"description":2102,"org":2103,"tags":2104,"stars":2050,"repoUrl":2051,"updatedAt":2117},"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},[2105,2108,2111,2114],{"name":2106,"slug":2107,"type":15},"Productivity","productivity",{"name":2109,"slug":2110,"type":15},"Project Management","project-management",{"name":2112,"slug":2113,"type":15},"Strategy","strategy",{"name":2115,"slug":2116,"type":15},"Task Management","task-management","2026-05-23T06:17:16.870838",{"slug":2119,"name":2119,"fn":2120,"description":2121,"org":2122,"tags":2123,"stars":2050,"repoUrl":2051,"updatedAt":2129},"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},[2124,2125,2127,2128],{"name":1904,"slug":1905,"type":15},{"name":2126,"slug":2119,"type":15},"Figma",{"name":1959,"slug":1960,"type":15},{"name":17,"slug":18,"type":15},"2026-04-12T05:06:47.939943",{"slug":2131,"name":2131,"fn":2132,"description":2133,"org":2134,"tags":2135,"stars":2050,"repoUrl":2051,"updatedAt":2143},"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},[2136,2137,2140,2141,2142],{"name":1904,"slug":1905,"type":15},{"name":2138,"slug":2139,"type":15},"Design System","design-system",{"name":2126,"slug":2119,"type":15},{"name":1959,"slug":1960,"type":15},{"name":1968,"slug":1969,"type":15},"2026-05-10T05:59:52.971881",{"slug":2145,"name":2145,"fn":2146,"description":2147,"org":2148,"tags":2149,"stars":2050,"repoUrl":2051,"updatedAt":2157},"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},[2150,2151,2152,2155,2156],{"name":1904,"slug":1905,"type":15},{"name":2138,"slug":2139,"type":15},{"name":2153,"slug":2154,"type":15},"Documentation","documentation",{"name":2126,"slug":2119,"type":15},{"name":1959,"slug":1960,"type":15},"2026-05-16T06:07:47.821474",{"slug":2159,"name":2159,"fn":2160,"description":2161,"org":2162,"tags":2163,"stars":2050,"repoUrl":2051,"updatedAt":2169},"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},[2164,2165,2166,2167,2168],{"name":1904,"slug":1905,"type":15},{"name":2126,"slug":2119,"type":15},{"name":1959,"slug":1960,"type":15},{"name":1968,"slug":1969,"type":15},{"name":2048,"slug":2049,"type":15},"2026-05-16T06:07:40.583615",{"slug":2171,"name":2171,"fn":2172,"description":2173,"org":2174,"tags":2175,"stars":2050,"repoUrl":2051,"updatedAt":2184},"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},[2176,2179,2180,2183],{"name":2177,"slug":2178,"type":15},"Animation","animation",{"name":2079,"slug":2080,"type":15},{"name":2181,"slug":2182,"type":15},"Creative","creative",{"name":1904,"slug":1905,"type":15},"2026-05-02T05:31:48.48485",{"slug":2186,"name":2186,"fn":2187,"description":2188,"org":2189,"tags":2190,"stars":2050,"repoUrl":2051,"updatedAt":2200},"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},[2191,2192,2193,2196,2199],{"name":2181,"slug":2182,"type":15},{"name":1904,"slug":1905,"type":15},{"name":2194,"slug":2195,"type":15},"Image Generation","image-generation",{"name":2197,"slug":2198,"type":15},"Images","images",{"name":9,"slug":8,"type":15},"2026-05-15T06:23:24.312127",675]