{"id":"5ff3365f-e731-4e54-af0c-a8e2186f6efa","entityType":"agent","slug":"clawhub-runapi-ai-runapi-z-image","name":"z-image","canonicalUrl":"https://www.xpersona.co/agent/clawhub-runapi-ai-runapi-z-image","canonicalPath":"/agent/clawhub-runapi-ai-runapi-z-image","generatedAt":"2026-10-12T15:33:47.609Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T23:35:31.530Z","emptyReason":null},"description":"Generate and edit images with Z-Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with Z-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: z-image Owner: runapi-ai Summary: Generate and edit images with Z-Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with Z-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 | 2026-08-12T06:24:48.665Z | user Changed - Generate the z-image skill from","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 975 downloads reported by the source. 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Use when the user asks an agent to create, edit, or transform images with Z-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 | 2026-08-12T06:24:48.665Z | user\n\n## Changed\n- Generate the z-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 | 2026-08-10T14:12:42.743Z | user\n\n## Changed\n- Complete marketplace distribution for the RunAPI Z-Image skill.\n\nv0.2.4 | 2026-05-23T17:33:22.083Z | user\n\nAgent-facing CLI-first redesign\n\nArchive index:\n\nArchive v0.2.9: 3 files, 4642 bytes\n\nFiles: skill-card.md (2673b), SKILL.md (6856b), _meta.json (133b)\n\nFile v0.2.9:SKILL.md\n\n---\nname: z-image\ndescription: \"Generate and edit images with Z-Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with Z-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/z-image.md\nprovider_page: https://runapi.ai/providers/alibaba.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/z-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# Z Image on RunAPI\n\n## Choose route\n\n- For a one-off artifact or result, use the registered `z-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 z-image --help\nrunapi z-image --help\ncurl --fail --location https://runapi.ai/docs/api/z-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 z-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 z-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 `Z 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/z-image.md\n- Provider overview: https://runapi.ai/providers/alibaba.md\n- Full model catalog: https://runapi.ai/models.md\n- SDK integration: https://github.com/runapi-ai/z-image-sdk\n\nFile v0.2.9:_meta.json\n\n{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-z-image\",\n \"version\": \"0.2.9\",\n \"publishedAt\": 1786515888665\n}\n\nFile v0.2.9:skill-card.md\n\n## Description:\n\nGenerate and edit images with Z-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 create, edit, or transform images with RunAPI's Z-Image service, either as one-off media tasks through the CLI or as SDK-backed application integrations.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Prompts, input images, local media paths, and API credentials may be sent to RunAPI while generating or editing images.\n\nMitigation: Use this skill only when RunAPI is an acceptable processor for the task data, prefer environment or saved CLI authentication, and avoid exposing unnecessary secrets or sensitive media.\n\nRisk: The skill can trigger network requests, local file uploads, paid task submission, and output-file downloads through the RunAPI CLI.\n\nMitigation: Inspect the discovered operation contract before submission, submit only once per task, preserve task evidence, and verify every downloaded image is non-empty and has the expected MIME type.\n\nRisk: A stale or mismatched CLI/API contract can cause invalid requests or misleading task behavior.\n\nMitigation: Treat installed command help and the current API reference as authoritative, stop on contract mismatch or missing required facts, and correct request shape only when the contract or validation error identifies the fix.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/runapi-ai/skills/runapi-z-image)\n- [RunAPI Z-Image model page](https://runapi.ai/models/z-image)\n- [RunAPI Z-Image model documentation](https://runapi.ai/models/z-image.md)\n- [RunAPI Alibaba provider documentation](https://runapi.ai/providers/alibaba.md)\n- [RunAPI model catalog](https://runapi.ai/models.md)\n- [RunAPI Z-Image SDK](https://github.com/runapi-ai/z-image-sdk)\n\n## Skill Output:\n\n**Output Type(s):** [Guidance, Shell commands, Configuration, Code, Files]\n\n**Output Format:** [Markdown guidance with shell commands, JSON request files, task/result JSON, and verified image files]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires the runapi CLI for one-off tasks and may use RUNAPI_API_KEY or saved CLI authentication.]\n\n## Skill Version(s):\n\n0.2.9 (source: server-resolved release metadata)\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, 3003 bytes\n\nFiles: skill-card.md (2263b), SKILL.md (3490b), _meta.json (133b)\n\nFile v0.2.8:SKILL.md\n\n---\nname: z-image\ndescription: Generate and edit images with Z-Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with Z-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/z-image.md\nprovider_page: https://runapi.ai/providers/alibaba.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/z-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# Z-Image on RunAPI\n\nGenerate and edit images with Z-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 Z-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/z-image`\n- Ruby: `runapi-z-image`\n- Go: `github.com/runapi-ai/z-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 z-image --help\nrunapi z-image text-to-image --help\n```\n\nRun a one-off task (synchronous — polls until the task completes):\n\n```shell\nrunapi z-image text-to-image --input-file request.json\n```\n\nSubmit asynchronously and poll separately:\n\n```shell\nrunapi z-image text-to-image --async --input-file request.json\nrunapi wait --service z-image --action text-to-image\n```\n\nAvailable commands: `text-to-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/z-image.md\n- Provider comparison: https://runapi.ai/providers/alibaba.md\n- Full model catalog: https://runapi.ai/models.md\n\nFile v0.2.8:_meta.json\n\n{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-z-image\",\n \"version\": \"0.2.8\",\n \"publishedAt\": 1786371162743\n}\n\nFile v0.2.8:skill-card.md\n\n## Description:\n\nGenerate and edit images with Z-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, edit, or transform images with Z-Image through RunAPI, using 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: The skill relies on RunAPI services, API-key or saved CLI authentication, and a Homebrew-installed CLI or SDKs.\n\nMitigation: Confirm RunAPI account access and authentication before use, and review RunAPI pricing and data handling for the intended workflow.\n\nRisk: Generated file URLs are temporary and should not be treated as durable assets.\n\nMitigation: Download generated files and store them in durable storage within the documented retention window.\n\nRisk: Using the CLI as a production integration layer can create fragile application behavior.\n\nMitigation: Use the documented SDK integration path for apps, backends, workers, and production codebases.\n\n## Reference(s):\n\n- [RunAPI Z-Image model overview](https://runapi.ai/models/z-image.md)\n- [RunAPI Z-Image homepage](https://runapi.ai/models/z-image)\n- [RunAPI Alibaba provider page](https://runapi.ai/providers/alibaba.md)\n- [RunAPI model catalog](https://runapi.ai/models.md)\n- [RunAPI CLI skill](https://github.com/runapi-ai/cli-skill)\n- [ClawHub skill page](https://clawhub.ai/runapi-ai/skills/runapi-z-image)\n\n## Skill Output:\n\n**Output Type(s):** [Guidance, Shell commands, Code, Configuration instructions]\n\n**Output Format:** [Markdown with inline shell commands and SDK package names]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May guide use of the RunAPI CLI, SDKs, API key authentication, and durable storage for generated image files.]\n\n## Skill Version(s):\n\n0.2.8 (source: server release metadata)\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, 2499 bytes\n\nFiles: skill-card.md (2143b), SKILL.md (2407b), _meta.json (133b)\n\nFile v0.2.4:SKILL.md\n\n---\nname: z-image\ndescription: Generate and edit images with Z-Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with Z-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/z-image.md\nprovider_page: https://runapi.ai/providers/alibaba.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/z-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# Z-Image on RunAPI\n\nGenerate and edit images with Z-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 z-image --help\nrunapi z-image text-to-image --help\n```\n\nRun a one-off task (synchronous — polls until the task completes):\n\n```shell\nrunapi z-image text-to-image --input-file request.json\n```\n\nSubmit asynchronously and poll separately:\n\n```shell\nrunapi z-image text-to-image --async --input-file request.json\nrunapi wait --service z-image --action text-to-image\n```\n\nAvailable actions: `text-to-image`.\n\n## SDK integration path\n\nWhen integrating Z-Image into an app, backend, worker, or library — not for one-off tasks — use a RunAPI SDK package:\n\n- JavaScript / TypeScript: `@runapi.ai/z-image`\n- Ruby: `runapi-z_image`\n- Go: `github.com/runapi-ai/z-image-sdk/go`\n\n## References\n\n- Model overview, pricing, and rate limits: https://runapi.ai/models/z-image.md\n- Provider comparison: https://runapi.ai/providers/alibaba.md\n- Full model catalog: https://runapi.ai/models.md\n\nFile v0.2.4:_meta.json\n\n{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-z-image\",\n \"version\": \"0.2.4\",\n \"publishedAt\": 1779557602083\n}\n\nFile v0.2.4:skill-card.md\n\n## Description:
\nGenerate and edit images with Z-Image through RunAPI.
\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 developers and agent users use this skill to route one-off Z-Image generation or editing through the RunAPI CLI and to choose SDKs when integrating Z-Image into an application or backend.
\n\n### Deployment Geography for Use:
\nGlobal
\n\n## Known Risks and Mitigations:
\nRisk: Prompts and related request data may be sent to RunAPI under an API key or saved CLI login.
\nMitigation: Use trusted RunAPI credentials, review prompt content before submission, and avoid sending sensitive data unless approved for that service.
\nRisk: The workflow depends on the external runapi binary and RunAPI service behavior.
\nMitigation: Install the CLI from the disclosed source, confirm authentication, and inspect current CLI help or model documentation before use.
\n\n\n## Reference(s):
\n- [ClawHub Skill Page](https://clawhub.ai/runapi-ai/runapi-z-image)
\n- [RunAPI Z-Image Model Overview](https://runapi.ai/models/z-image)
\n- [RunAPI Z-Image Model Documentation](https://runapi.ai/models/z-image.md)
\n- [RunAPI Alibaba Provider Comparison](https://runapi.ai/providers/alibaba.md)
\n- [RunAPI Model Catalog](https://runapi.ai/models.md)
\n\n\n## Skill Output:
\n**Output Type(s):** [guidance, shell commands, configuration, code]
\n**Output Format:** [Markdown with inline shell commands and package names]
\n**Output Parameters:** [1D]
\n**Other Properties Related to Output:** [May guide API-authenticated RunAPI CLI or SDK use for generated image tasks.]
\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.
","readmeExcerpt":"Skill: z-image Owner: runapi-ai Summary: Generate and edit images with Z-Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with Z-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 | 2026-08-12T06:24:48.665Z | user Changed - Generate the z-image skill from","codeSnippets":[],"executableExamples":[{"language":"shell","snippet":"curl --fail --location https://runapi.ai/docs/api/z-image/.md --output contract.md"},{"language":"shell","snippet":"runapi auth status > auth.json\njq -e '.authenticated == true' auth.json\nrunapi z-image --help\nrunapi z-image --help\ncurl --fail --location https://runapi.ai/docs/api/z-image/.md --output contract.md"},{"language":"shell","snippet":"jq empty request.json"},{"language":"shell","snippet":"runapi z-image --async --input-file request.json > task.json\ntask_id=\"$(jq -er '.id' task.json)\""},{"language":"shell","snippet":"runapi wait \"$task_id\" --service z-image --action > result.json"},{"language":"shell","snippet":"curl --fail --location --output "}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: z-image\ndescription: \"Generate and edit images with Z-Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with Z-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/z-image.md\nprovider_page: https://runapi.ai/providers/alibaba.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/z-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# Z Image on RunAPI\n\n## Choose route\n\n- For a one-off artifact or result, use the registered `z-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 z-image --help\nrunapi z-image --help\ncurl --fail --location https://runapi.ai/docs/api/z-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 pa"},{"path":"_meta.json","content":"{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-z-image\",\n \"version\": \"0.2.9\",\n \"publishedAt\": 1786515888665\n}"},{"path":"skill-card.md","content":"## Description:\n\nGenerate and edit images with Z-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 create, edit, or transform images with RunAPI's Z-Image service, either as one-off media tasks through the CLI or as SDK-backed application integrations.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Prompts, input images, local media paths, and API credentials may be sent to RunAPI while generating or editing images.\n\nMitigation: Use this skill only when RunAPI is an acceptable processor for the task data, prefer environment or saved CLI authentication, and avoid exposing unnecessary secrets or sensitive media.\n\nRisk: The skill can trigger network requests, local file uploads, paid task submission, and output-file downloads through the RunAPI CLI.\n\nMitigation: Inspect the discovered operation contract before submission, submit only once per task, preserve task evidence, and verify every downloaded image is non-empty and has the expected MIME type.\n\nRisk: A stale or mismatched CLI/API contract can cause invalid requests or misleading task behavior.\n\nMitigation: Treat installed command help and the current API reference as authoritative, stop on contract mismatch or missing required facts, and correct request shape only when the contract or validation error identifies the fix.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/runapi-ai/skills/runapi-z-image)\n- [RunAPI Z-Image model page](https://runapi.ai/models/z-image)\n- [RunAPI Z-Image model documentation](https://runapi.ai/models/z-image.md)\n- [RunAPI Alibaba provider documentation](https://runapi.ai/providers/alibaba.md)\n- [RunAPI model catalog](https://runapi.ai/models.md)\n- [RunAPI Z-Image SDK](https://github.com/runapi-ai/z-image-sdk)\n\n## Skill Output:\n\n**Output Type(s):** [Guidance, Shell commands, Configuration, Code, Files]\n\n**Output Format:** [Markdown guidance with shell commands, JSON request files, task/result JSON, and verified image files]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires the runapi CLI for one-off tasks and may use RUNAPI_API_KEY or saved CLI authentication.]\n\n## Skill Version(s):\n\n0.2.9 (source: server-resolved release metadata)\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 Z-Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with Z-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: z-image Owner: runapi-ai Summary: Generate and edit images with Z-Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with Z-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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