{"id":"fef26569-9df0-42c4-a87a-77bfb0690a73","entityType":"agent","slug":"clawhub-runapi-ai-runapi-gpt-image","name":"gpt-image","canonicalUrl":"https://www.xpersona.co/agent/clawhub-runapi-ai-runapi-gpt-image","canonicalPath":"/agent/clawhub-runapi-ai-runapi-gpt-image","generatedAt":"2026-10-11T16:00:24.259Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T13:26:19.892Z","emptyReason":null},"description":"Generate and edit images with GPT Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with GPT Image. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend. Skill: gpt-image Owner: runapi-ai Summary: Generate and edit images with GPT Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with GPT Image. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend. Tags: latest:0.2.9 Version history: v0.2.9 | 2026-08-12T06:07:35.574Z | user Changed - Generate the gpt-image sk","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. 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This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-gpt-image/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-gpt-image/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-gpt-image/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-gpt-image/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-gpt-image/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-gpt-image/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-11T16:00:24.258Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-gpt-image/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-gpt-image/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-gpt-image/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-gpt-image/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-10-11T13:26:19.892Z","emptyReason":null},"readme":"Skill: gpt-image\n\nOwner: runapi-ai\n\nSummary: Generate and edit images with GPT Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with GPT Image. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend.\n\nTags: latest:0.2.9\n\nVersion history:\n\nv0.2.9 | 2026-08-12T06:07:35.574Z | user\n\n## Changed\n- Generate the gpt-image skill from the shared RunAPI recipe with contract-discovered request rules and task behavior, direct local media inputs, complete result verification, and bounded recovery.\n\nv0.2.8 | 2026-08-10T14:03:48.862Z | user\n\n## Changed\n- Complete marketplace distribution for the RunAPI GPT Image skill.\n\nv0.2.4 | 2026-05-22T09:14:38.199Z | user\n\nAgent-facing CLI-first redesign\n\nv0.2.3 | 2026-05-22T07:06:40.986Z | user\n\nPublish RunAPI skill README install prompt updates.\n\nArchive index:\n\nArchive v0.2.9: 3 files, 4561 bytes\n\nFiles: skill-card.md (2617b), SKILL.md (6884b), _meta.json (135b)\n\nFile v0.2.9:SKILL.md\n\n---\nname: gpt-image\ndescription: \"Generate and edit images with GPT Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with GPT Image. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend.\"\ndocumentation: https://runapi.ai/models/gpt-image.md\nprovider_page: https://runapi.ai/providers/openai.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/gpt-image\n requires:\n bins:\n - runapi\n install:\n - kind: brew\n formula: runapi-ai/tap/runapi\n bins:\n - runapi\n envVars:\n - name: RUNAPI_API_KEY\n required: false\n description: Optional RunAPI API key; agents should prefer environment auth or saved CLI config. Browser login is interactive fallback only.\n---\n\n# GPT Image on RunAPI\n\n## Choose route\n\n- For a one-off artifact or result, use the registered `gpt-image` service in the `runapi` CLI. If the installed command catalog does not list it, stop and report the missing service instead of inventing a command.\n- For an app, backend, worker, library, webhook pipeline, or production codebase, go directly to **Integrate with SDK**. Never shell out to the CLI as the production runtime.\n\n## Discover contract\n\nAuthenticate, then inspect the installed command catalog and the selected operation's current contract:\n\n```shell\nrunapi auth status > auth.json\njq -e '.authenticated == true' auth.json\nrunapi gpt-image --help\nrunapi gpt-image --help\ncurl --fail --location https://runapi.ai/docs/api/gpt-image/.md --output contract.md\n```\n\nIf authentication is false, stop before submitting. Ask the user to provide a valid `RUNAPI_API_KEY`, or import a user-provided key from stdin with `runapi auth import-token --token -`; use interactive browser login only when the user explicitly requests it. Choose `` only from service help. Treat command help as authoritative for the installed operation, model, and top-level field roster. Treat its API Reference as authoritative for the complete request schema, nested fields, conditional rules, task behavior, and response variants. If the two surfaces disagree, stop and report the contract mismatch instead of guessing.\n\n## Build request\n\nCreate `request.json` as valid JSON using only fields accepted by the discovered operation contract. For the chosen model and values, evaluate every applicable conditional rule as a set: satisfy every required field, omit every forbidden field, and stop on unresolved contradictions.\n\nTraverse nested objects and arrays before execution. Close every relationship stated by the discovered contract, including uniqueness constraints and cross-references between nested values.\n\nFor a discovered local media input, including file-typed fields and top-level media URL fields, put an agent-readable local file path directly in `request.json`. The CLI consumes file fields as declared and uploads local paths in top-level media URL fields. Use `runapi files create` only when the user needs a reusable URL, provides Base64, or the discovered contract explicitly requires a separate upload.\n\nValidate the file before sending it:\n\n```shell\njq empty request.json\n```\n\n## Execute\n\nSubmit exactly once and persist the task response before waiting:\n\n```shell\nrunapi gpt-image --async --input-file request.json > task.json\ntask_id=\"$(jq -er '.id' task.json)\"\n```\n\nFor a one-off result, immediately wait for that same task and save the complete JSON response. This blocking wait is the default:\n\n```shell\nrunapi wait \"$task_id\" --service gpt-image --action > result.json\n```\n\nOnly when the user explicitly asks for background execution, polling, or webhook integration may you stop after validating `task.json`. Report the task id and do not claim that the deliverable is complete.\n\n## Verify\n\nA success status is not the deliverable. Read and validate the complete response according to the discovered result contract. Preserve the complete non-media result in the exact requested format, including JSON, text, SRT, or VTT.\n\nFor every requested media deliverable listed anywhere in the response, download all of them rather than returning only the first URL. Before downloading, derive its expected MIME type or family from response metadata when present, then the selected output format, then an unambiguous result field such as `videos`, `images`, or `audios` in the API Reference. The Catalog-declared fallback families for this skill are `image/*`. Stop only when no single expected type or family can be established from those sources.\n\nFor every downloaded file, require both a non-empty file and the expected MIME type or family:\n\n```shell\ncurl --fail --location --output \nfor file in ; do\n expected_mime=\n test -s \"$file\"\n [[ \"$(file --brief --mime-type \"$file\")\" == $expected_mime ]]\ndone\n```\n\nDo not report completion when any requested deliverable is missing, empty, or has an unexpected MIME type. Record `Skill Conformance` separately from `Task Outcome` so a service failure does not hide whether this recipe was followed.\n\n## Recover or stop\n\n- Correct a request shape at most once, and only when the discovered contract or returned validation error identifies the correction.\n- Retry a transient transport failure at most once, and only when evidence confirms that no task was created, no billing occurred, and retrying is safe.\n- If waiting times out or loses transport after `task.json` exists, preserve the error and rerun `runapi wait` for that same task at most once. Never submit a replacement task.\n- On a terminal RunAPI or service failure, preserve the task/error evidence and stop. Keep the selected model and capability, and do not submit another paid request without user authorization.\n- If the contract is missing a fact required to build or verify the request, stop and report the contract gap. Do not turn a product defect into a permanent skill workaround.\n\n## Integrate with SDK\n\nUse this route only for application or production-code integration. Open the current RunAPI SDK reference below, select the package for the target language and `GPT Image`, and confirm its install command, client methods, request types, response types, and error classes before coding. Build the request from the same discovered product contract and apply the same deliverable verification and stop rules. Do not invoke `runapi` as a subprocess from production code.\n\n## References\n\n- Model overview, pricing, and rate limits: https://runapi.ai/models/gpt-image.md\n- Provider overview: https://runapi.ai/providers/openai.md\n- Full model catalog: https://runapi.ai/models.md\n- SDK integration: https://github.com/runapi-ai/gpt-image-sdk\n\nFile v0.2.9:_meta.json\n\n{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-gpt-image\",\n \"version\": \"0.2.9\",\n \"publishedAt\": 1786514855574\n}\n\nFile v0.2.9:skill-card.md\n\n## Description:\n\nGenerate and edit images with GPT Image through RunAPI.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[runapi-ai](https://clawhub.ai/user/runapi-ai)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users, developers, and agent operators use this skill to generate or edit image assets with GPT Image through RunAPI, either as a one-off CLI workflow or as SDK-backed application integration.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Prompts, referenced media files, and generated outputs may be sent through RunAPI and may incur account costs.\n\nMitigation: Install and use the skill only after confirming trust in RunAPI, and review request contents before submitting paid generation or editing tasks.\n\nRisk: Authentication failures or ambiguous login state can lead to incomplete task execution.\n\nMitigation: Use an environment API key or explicit token import, verify authentication status before submission, and use browser login only by user choice.\n\nRisk: A generated task response may succeed without providing every requested image deliverable.\n\nMitigation: Validate complete task results, download every requested media output, and confirm each file is non-empty with the expected image MIME type.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/runapi-ai/skills/runapi-gpt-image)\n- [RunAPI GPT Image model overview](https://runapi.ai/models/gpt-image.md)\n- [RunAPI OpenAI provider overview](https://runapi.ai/providers/openai.md)\n- [RunAPI model catalog](https://runapi.ai/models.md)\n- [RunAPI GPT Image SDK](https://github.com/runapi-ai/gpt-image-sdk)\n- [RunAPI publisher profile](https://clawhub.ai/user/runapi-ai)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown guidance with shell commands, JSON request examples, SDK integration guidance, and generated image files from RunAPI task responses.]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Prompts, referenced media files, generated outputs, authentication data, and account usage may pass through RunAPI; downloaded image deliverables should be checked for non-empty content and expected image MIME type.]\n\n## Skill Version(s):\n\n0.2.9 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v0.2.8: 3 files, 3020 bytes\n\nFiles: skill-card.md (2171b), SKILL.md (3603b), _meta.json (135b)\n\nFile v0.2.8:SKILL.md\n\n---\nname: gpt-image\ndescription: Generate and edit images with GPT Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with GPT Image. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend.\ndocumentation: https://runapi.ai/models/gpt-image.md\nprovider_page: https://runapi.ai/providers/openai.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/gpt-image\n requires:\n bins:\n - runapi\n install:\n - kind: brew\n formula: runapi-ai/tap/runapi\n bins:\n - runapi\n envVars:\n - name: RUNAPI_API_KEY\n required: false\n description: Optional RunAPI API key; agents should prefer environment auth or saved CLI config. Browser login is interactive fallback only.\n---\n\n# GPT Image on RunAPI\n\nGenerate and edit images with GPT Image through RunAPI. The default path for one-off agent tasks is the `runapi` CLI; SDKs are for application integration.\n\n## Critical: Integration Runtime\n\n- Integration work (app, backend, worker, library, Rails service, Node service, Go service, webhook pipeline, or production codebase) uses the **SDK integration path** for the target language.\n- One-off generation, editing, transformation, manual smoke tests, debugging, or user-requested CLI runs use the **CLI path** with the `runapi` binary. For full CLI-specific agent guidance, see https://github.com/runapi-ai/cli-skill.\n- Never shell out to the `runapi` CLI as the production runtime integration layer.\n\n## SDK integration path\n\nWhen integrating GPT Image into an app, backend, worker, library, Rails service, Node service, Go service, webhook pipeline, or production workflow, start by checking the current SDK package and official usage. Confirm install commands, client methods (`create`, `get`, `run`), request fields, response shape, and error classes before using CLI help or raw HTTP examples. Use a RunAPI SDK package:\n\n- JavaScript / TypeScript: `@runapi.ai/gpt-image`\n- Ruby: `runapi-gpt-image`\n- Go: `github.com/runapi-ai/gpt-image-sdk/go`\n\n## CLI path\n\nThe `runapi` binary is the one-off and manual testing runtime dependency. For full CLI-specific agent guidance, see https://github.com/runapi-ai/cli-skill. Run `runapi auth status` first. For agents and headless runs, prefer `RUNAPI_API_KEY` or import it into saved config with `printf '%s' \"$RUNAPI_API_KEY\" | runapi auth import-token --token -`. Use `runapi login` only when the user explicitly wants interactive browser auth.\n\nInspect the available commands and request fields with CLI help:\n\n```shell\nrunapi gpt-image --help\nrunapi gpt-image text-to-image --help\n```\n\nRun a one-off task (synchronous — polls until the task completes):\n\n```shell\nrunapi gpt-image text-to-image --input-file request.json\n```\n\nSubmit asynchronously and poll separately:\n\n```shell\nrunapi gpt-image text-to-image --async --input-file request.json\nrunapi wait --service gpt-image --action text-to-image\n```\n\nAvailable commands: `text-to-image`, `edit-image`.\n\n## Generated file storage\n\nRunAPI-generated file URLs are temporary. Download and store generated images, videos, audio, or other files in your own durable storage within 7 days; do not treat returned URLs as long-term assets.\n\n## References\n\n- Model overview, pricing, and rate limits: https://runapi.ai/models/gpt-image.md\n- Provider comparison: https://runapi.ai/providers/openai.md\n- Full model catalog: https://runapi.ai/models.md\n\n## Model\n\n- [GPT Image 1.5](https://runapi.ai/models/gpt-image.md)\n\nFile v0.2.8:_meta.json\n\n{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-gpt-image\",\n \"version\": \"0.2.8\",\n \"publishedAt\": 1786370628862\n}\n\nFile v0.2.8:skill-card.md\n\n## Description:\n\nGenerate and edit images with GPT Image through RunAPI.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[runapi-ai](https://clawhub.ai/user/runapi-ai)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and agents use this skill to generate or edit images with GPT Image through RunAPI, choosing the CLI for one-off tasks and SDKs for application integration.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Prompts and input images for edits may be sent to RunAPI for image generation or transformation.\n\nMitigation: Install and use the skill only when sending those inputs to RunAPI is acceptable for the user, data, and task.\n\nRisk: API keys or saved CLI credentials may grant access to RunAPI resources.\n\nMitigation: Prefer environment-based RUNAPI_API_KEY authentication for agent and headless runs, and use saved CLI config or browser login only when intentional.\n\nRisk: Generated file URLs returned by RunAPI are temporary.\n\nMitigation: Download and store generated assets in durable storage within the retention window described by the skill.\n\n## Reference(s):\n\n- [RunAPI GPT Image model overview](https://runapi.ai/models/gpt-image.md)\n- [RunAPI OpenAI provider comparison](https://runapi.ai/providers/openai.md)\n- [RunAPI model catalog](https://runapi.ai/models.md)\n- [RunAPI GPT Image homepage](https://runapi.ai/models/gpt-image)\n- [ClawHub skill page](https://clawhub.ai/runapi-ai/skills/runapi-gpt-image)\n\n## Skill Output:\n\n**Output Type(s):** [guidance, shell commands, code, configuration]\n\n**Output Format:** [Markdown with inline shell commands, package names, and configuration guidance]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May guide agents to produce or retrieve generated image files through RunAPI.]\n\n## Skill Version(s):\n\n0.2.8 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v0.2.4: 3 files, 2615 bytes\n\nFiles: skill-card.md (2431b), SKILL.md (2647b), _meta.json (135b)\n\nFile v0.2.4:SKILL.md\n\n---\nname: gpt-image\ndescription: Generate and edit images with GPT Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with GPT Image. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend.\ndocumentation: https://runapi.ai/models/gpt-image.md\nprovider_page: https://runapi.ai/providers/openai.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/gpt-image\n requires:\n bins:\n - runapi\n install:\n - kind: brew\n formula: runapi-ai/tap/runapi\n bins:\n - runapi\n envVars:\n - name: RUNAPI_API_KEY\n required: false\n description: Optional RunAPI API key; runapi login or saved CLI config can also authenticate the runapi binary.\n---\n\n# GPT Image on RunAPI\n\nGenerate and edit images with GPT Image through RunAPI. The default path for one-off agent tasks is the `runapi` CLI; SDKs are for application integration.\n\n## Routing decision\n\n- One-off generation, editing, or transformation for the user → use the **CLI path** with the `runapi` binary.\n- Building an app, backend, worker, library, or production codebase → use the **SDK integration path**.\n\n## CLI path\n\nThe `runapi` binary is the runtime dependency. Authenticate with `runapi login` (browser) or set `RUNAPI_API_KEY`; a saved CLI config also works — no required environment variable.\n\nInspect the available actions and request fields with CLI help:\n\n```shell\nrunapi gpt-image --help\nrunapi gpt-image text-to-image --help\n```\n\nRun a one-off task (synchronous — polls until the task completes):\n\n```shell\nrunapi gpt-image text-to-image --input-file request.json\n```\n\nSubmit asynchronously and poll separately:\n\n```shell\nrunapi gpt-image text-to-image --async --input-file request.json\nrunapi wait --service gpt-image --action text-to-image\n```\n\nAvailable actions: `text-to-image`, `edit-image`.\n\n## SDK integration path\n\nWhen integrating GPT Image into an app, backend, worker, or library — not for one-off tasks — use a RunAPI SDK package:\n\n- JavaScript / TypeScript: `@runapi.ai/gpt-image`\n- Ruby: `runapi-gpt_image`\n- Go: `github.com/runapi-ai/gpt-image-sdk/go`\n\n## References\n\n- Model overview, pricing, and rate limits: https://runapi.ai/models/gpt-image.md\n- Provider comparison: https://runapi.ai/providers/openai.md\n- Full model catalog: https://runapi.ai/models.md\n\n## Variants\n\n- [GPT Image 1.5 text to image](https://runapi.ai/models/gpt-image/1.5-text-to-image.md)\n- [GPT Image 1.5 image to image](https://runapi.ai/models/gpt-image/1.5-image-to-image.md)\n\nFile v0.2.4:_meta.json\n\n{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-gpt-image\",\n \"version\": \"0.2.4\",\n \"publishedAt\": 1779441278199\n}\n\nFile v0.2.4:skill-card.md\n\n## Description:
\nGenerate and edit images with GPT Image through RunAPI, using the RunAPI CLI for one-off agent tasks and SDKs for application integrations.
\n\nThis skill is ready for commercial/non-commercial use.
\n\n## Publisher:
\n[runapi-ai](https://clawhub.ai/user/runapi-ai)
\n\n### License/Terms of Use:
\nMIT-0
\n\n\n## Use Case:
\nExternal users, developers, and agents use this skill to generate, edit, and transform images with GPT Image through RunAPI. It supports one-off CLI workflows and SDK integration planning for applications or backend systems.
\n\n### Deployment Geography for Use:
\nGlobal
\n\n## Known Risks and Mitigations:
\nRisk: Prompts, uploaded images, masks, and related metadata are sent to RunAPI and upstream providers.
\nMitigation: Avoid sending confidential or personal content unless that data sharing is acceptable for the intended use case.
\nRisk: The skill depends on an external CLI and service authentication.
\nMitigation: Install the RunAPI CLI from the documented source and use only credentials intended for RunAPI access.
\n\n\n## Reference(s):
\n- [ClawHub skill page](https://clawhub.ai/runapi-ai/runapi-gpt-image)
\n- [RunAPI GPT Image model page](https://runapi.ai/models/gpt-image)
\n- [RunAPI GPT Image model overview](https://runapi.ai/models/gpt-image.md)
\n- [RunAPI OpenAI provider page](https://runapi.ai/providers/openai.md)
\n- [RunAPI model catalog](https://runapi.ai/models.md)
\n- [GPT Image 1.5 text to image](https://runapi.ai/models/gpt-image/1.5-text-to-image.md)
\n- [GPT Image 1.5 image to image](https://runapi.ai/models/gpt-image/1.5-image-to-image.md)
\n\n\n## Skill Output:
\n**Output Type(s):** [Text, Markdown, Shell commands, Configuration, Code, Guidance]
\n**Output Format:** [Markdown with inline shell commands and JSON request examples]
\n**Output Parameters:** [1D]
\n**Other Properties Related to Output:** [Requires the runapi CLI and authentication through runapi login, saved CLI configuration, or RUNAPI_API_KEY.]
\n\n## Skill Version(s):
\n0.2.4 (source: server release evidence)
\n\n## Ethical Considerations:
\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.
\n\nArchive v0.2.3: 2 files, 1133 bytes\n\nFiles: SKILL.md (1969b), _meta.json (135b)\n\nFile v0.2.3:SKILL.md\n\n---\nname: gpt-image\ndescription: GPT Image API skill for RunAPI. Use when the user asks for gpt image api SDK setup, CLI usage, pricing, model docs, or agent integration. Learn more at https://runapi.ai/models/gpt-image.\ndocumentation: https://runapi.ai/models/gpt-image\nprovider_page: https://runapi.ai/providers/openai\ncatalog: https://runapi.ai/models\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/gpt-image\n primaryEnv: RUNAPI_API_KEY\n requires:\n env:\n - RUNAPI_API_KEY\n envVars:\n - name: RUNAPI_API_KEY\n required: true\n description: RunAPI API key from https://runapi.ai/api_keys.\n---\n\n# GPT Image API Skill for RunAPI\n\nUse this skill for gpt image api work through RunAPI. Learn more at https://runapi.ai/models/gpt-image.\n\n## When to use\n\n- The user asks for gpt image api integration, examples, SDK installation, CLI calls, or agent workflow setup.\n- The user needs RunAPI SDK or CLI guidance for GPT Image.\n- The user asks about GPT Image pricing, rate limits, commercial usage, or variant choice.\n\n## Workflow\n\n- Prefer the SDK repository at https://github.com/runapi-ai/gpt-image-sdk for application code.\n- Use https://runapi.ai/docs#sdk-gpt-image for SDK docs and https://runapi.ai/docs#gpt-image for model endpoint details.\n- For CLI flows, pass JSON request bodies through `--input` or `--input-file`; do not invent hand-written flags for every model parameter.\n- Keep API keys in `RUNAPI_API_KEY` or the RunAPI CLI config; never commit secrets.\n\n## Routing\n\n- Main gpt image api page: https://runapi.ai/models/gpt-image\n- Default pricing/rate-limit/commercial page: https://runapi.ai/models/gpt-image/1.5-text-to-image\n- Provider comparison: https://runapi.ai/providers/openai\n- Full catalog: https://runapi.ai/models\n\n## Variants\n\n- [GPT Image 1.5 text to image](https://runapi.ai/models/gpt-image/1.5-text-to-image)\n- [GPT Image 1.5 image to image](https://runapi.ai/models/gpt-image/1.5-image-to-image)\n\nFile v0.2.3:_meta.json\n\n{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-gpt-image\",\n \"version\": \"0.2.3\",\n \"publishedAt\": 1779433600986\n}","readmeExcerpt":"Skill: gpt-image Owner: runapi-ai Summary: Generate and edit images with GPT Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with GPT Image. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend. Tags: latest:0.2.9 Version history: v0.2.9 | 2026-08-12T06:07:35.574Z | user Changed - Generate the gpt-image sk","codeSnippets":[],"executableExamples":[{"language":"shell","snippet":"curl --fail --location https://runapi.ai/docs/api/gpt-image/.md --output contract.md"},{"language":"shell","snippet":"runapi auth status > auth.json\njq -e '.authenticated == true' auth.json\nrunapi gpt-image --help\nrunapi gpt-image --help\ncurl --fail --location https://runapi.ai/docs/api/gpt-image/.md --output contract.md"},{"language":"shell","snippet":"jq empty request.json"},{"language":"shell","snippet":"runapi gpt-image --async --input-file request.json > task.json\ntask_id=\"$(jq -er '.id' task.json)\""},{"language":"shell","snippet":"runapi wait \"$task_id\" --service gpt-image --action > result.json"},{"language":"shell","snippet":"curl --fail --location --output "}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: gpt-image\ndescription: \"Generate and edit images with GPT Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with GPT Image. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend.\"\ndocumentation: https://runapi.ai/models/gpt-image.md\nprovider_page: https://runapi.ai/providers/openai.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/gpt-image\n requires:\n bins:\n - runapi\n install:\n - kind: brew\n formula: runapi-ai/tap/runapi\n bins:\n - runapi\n envVars:\n - name: RUNAPI_API_KEY\n required: false\n description: Optional RunAPI API key; agents should prefer environment auth or saved CLI config. Browser login is interactive fallback only.\n---\n\n# GPT Image on RunAPI\n\n## Choose route\n\n- For a one-off artifact or result, use the registered `gpt-image` service in the `runapi` CLI. If the installed command catalog does not list it, stop and report the missing service instead of inventing a command.\n- For an app, backend, worker, library, webhook pipeline, or production codebase, go directly to **Integrate with SDK**. Never shell out to the CLI as the production runtime.\n\n## Discover contract\n\nAuthenticate, then inspect the installed command catalog and the selected operation's current contract:\n\n```shell\nrunapi auth status > auth.json\njq -e '.authenticated == true' auth.json\nrunapi gpt-image --help\nrunapi gpt-image --help\ncurl --fail --location https://runapi.ai/docs/api/gpt-image/.md --output contract.md\n```\n\nIf authentication is false, stop before submitting. Ask the user to provide a valid `RUNAPI_API_KEY`, or import a user-provided key from stdin with `runapi auth import-token --token -`; use interactive browser login only when the user explicitly requests it. Choose `` only from service help. Treat command help as authoritative for the installed operation, model, and top-level field roster. Treat its API Reference as authoritative for the complete request schema, nested fields, conditional rules, task behavior, and response variants. If the two surfaces disagree, stop and report the contract mismatch instead of guessing.\n\n## Build request\n\nCreate `request.json` as valid JSON using only fields accepted by the discovered operation contract. For the chosen model and values, evaluate every applicable conditional rule as a set: satisfy every required field, omit every forbidden field, and stop on unresolved contradictions.\n\nTraverse nested objects and arrays before execution. Close every relationship stated by the discovered contract, including uniqueness constraints and cross-references between nested values.\n\nFor a discovered local media input, including file-typed fields and top-level media URL fields, put an agent-readable local file path directly in `request.json`. The CLI consumes file fields as declared a"},{"path":"_meta.json","content":"{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-gpt-image\",\n \"version\": \"0.2.9\",\n \"publishedAt\": 1786514855574\n}"},{"path":"skill-card.md","content":"## Description:\n\nGenerate and edit images with GPT Image through RunAPI.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[runapi-ai](https://clawhub.ai/user/runapi-ai)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users, developers, and agent operators use this skill to generate or edit image assets with GPT Image through RunAPI, either as a one-off CLI workflow or as SDK-backed application integration.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Prompts, referenced media files, and generated outputs may be sent through RunAPI and may incur account costs.\n\nMitigation: Install and use the skill only after confirming trust in RunAPI, and review request contents before submitting paid generation or editing tasks.\n\nRisk: Authentication failures or ambiguous login state can lead to incomplete task execution.\n\nMitigation: Use an environment API key or explicit token import, verify authentication status before submission, and use browser login only by user choice.\n\nRisk: A generated task response may succeed without providing every requested image deliverable.\n\nMitigation: Validate complete task results, download every requested media output, and confirm each file is non-empty with the expected image MIME type.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/runapi-ai/skills/runapi-gpt-image)\n- [RunAPI GPT Image model overview](https://runapi.ai/models/gpt-image.md)\n- [RunAPI OpenAI provider overview](https://runapi.ai/providers/openai.md)\n- [RunAPI model catalog](https://runapi.ai/models.md)\n- [RunAPI GPT Image SDK](https://github.com/runapi-ai/gpt-image-sdk)\n- [RunAPI publisher profile](https://clawhub.ai/user/runapi-ai)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown guidance with shell commands, JSON request examples, SDK integration guidance, and generated image files from RunAPI task responses.]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Prompts, referenced media files, generated outputs, authentication data, and account usage may pass through RunAPI; downloaded image deliverables should be checked for non-empty content and expected image MIME type.]\n\n## Skill Version(s):\n\n0.2.9 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Generate and edit images with GPT Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with GPT Image. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend. Skill: gpt-image Owner: runapi-ai Summary: Generate and edit images with GPT Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with GPT Image. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend. 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