{"id":"6d55512b-3bde-4846-9975-ebfc2878eead","entityType":"agent","slug":"clawhub-runapi-ai-runapi-seedream","name":"seedream","canonicalUrl":"https://www.xpersona.co/agent/clawhub-runapi-ai-runapi-seedream","canonicalPath":"/agent/clawhub-runapi-ai-runapi-seedream","generatedAt":"2026-10-11T10:49:44.978Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T07:01:42.544Z","emptyReason":null},"description":"Generate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend. Skill: seedream Owner: runapi-ai Summary: Generate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. 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:0.2.11 Version history: v0.2.11 | 2026-08-12T06:23:18.492Z | user Added - Add layer decomposition comm","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.","installCommand":"clawhub skill install s1771k6pjxksnjws51x2htfjvd876syh:runapi-seedream","sourceUrl":"https://clawhub.ai/runapi-ai/runapi-seedream","homepage":"https://clawhub.ai/runapi-ai/skills/runapi-seedream","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/runapi-ai/runapi-seedream","kind":"source"},{"label":"Homepage","url":"https://clawhub.ai/runapi-ai/skills/runapi-seedream","kind":"homepage"}],"safetyScore":84,"overallRank":62,"popularityScore":61,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Generate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. 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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-seedream/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-seedream/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-seedream/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-seedream/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-seedream/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-seedream/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-11T10:49:44.977Z"}},"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-seedream/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-seedream/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-seedream/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-seedream/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":"2026-10-11T07:01:42.544Z","emptyReason":null},"readme":"Skill: seedream\n\nOwner: runapi-ai\n\nSummary: Generate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. 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:0.2.11\n\nVersion history:\n\nv0.2.11 | 2026-08-12T06:23:18.492Z | user\n\n## Added\n- Add layer decomposition commands, request examples, and model routing guidance.\n\n## Changed\n- Generate the seedream 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\nv0.2.10 | 2026-08-10T14:11:16.463Z | user\n\n## Changed\n- Complete marketplace distribution for the RunAPI Seedream skill.\n\nv0.2.9 | 2026-07-20T11:42:42.839Z | user\n\n## Added\n- Add Seedream 5 Pro text-to-image and edit-image variant links to the agent skill.\n\nv0.2.4 | 2026-05-22T11:27:19.461Z | user\n\nAgent-facing CLI-first redesign\n\nArchive index:\n\nArchive v0.2.11: 3 files, 4698 bytes\n\nFiles: skill-card.md (2645b), SKILL.md (7631b), _meta.json (135b)\n\nFile v0.2.11:SKILL.md\n\n---\nname: seedream\ndescription: \"Generate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. 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/seedream.md\nprovider_page: https://runapi.ai/providers/bytedance.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/seedream\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# Seedream on RunAPI\n\n## Choose route\n\n- For a one-off artifact or result, use the registered `seedream` 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 seedream --help\nrunapi seedream --help\ncurl --fail --location https://runapi.ai/docs/api/seedream/.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 seedream --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 seedream --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 `Seedream`, 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/seedream.md\n- Provider overview: https://runapi.ai/providers/bytedance.md\n- Full model catalog: https://runapi.ai/models.md\n- SDK integration: https://github.com/runapi-ai/seedream-sdk\n\n## Variants\n- `seedream-4.5-edit`: https://runapi.ai/models/seedream/4.5-edit.md\n- `seedream-4.5-text-to-image`: https://runapi.ai/models/seedream/4.5-text-to-image.md\n- `seedream-5-lite-edit`: https://runapi.ai/models/seedream/5-lite-edit.md\n- `seedream-5-lite-text-to-image`: https://runapi.ai/models/seedream/5-lite-text-to-image.md\n- `seedream-5-pro-edit`: https://runapi.ai/models/seedream/5-pro-edit.md\n- `seedream-5-pro-layer-decomposition`: https://runapi.ai/models/seedream/5-pro-layer-decomposition.md\n- `seedream-5-pro-text-to-image`: https://runapi.ai/models/seedream/5-pro-text-to-image.md\n- `seedream-v4-edit`: https://runapi.ai/models/seedream/v4-edit.md\n- `seedream-v4-text-to-image`: https://runapi.ai/models/seedream/v4-text-to-image.md\n\nFile v0.2.11:_meta.json\n\n{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-seedream\",\n \"version\": \"0.2.11\",\n \"publishedAt\": 1786515798492\n}\n\nFile v0.2.11:skill-card.md\n\n## Description:\n\nGenerate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend.\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, transform, and verify image outputs with Seedream through RunAPI. It supports one-off CLI use and SDK-based application integration while requiring contract discovery before requests are submitted.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Prompts and selected local media files may be sent to RunAPI/Seedream.\n\nMitigation: Review request content and local file paths before submission, and send only files the user intended to process.\n\nRisk: RunAPI model calls require authentication and may be billable.\n\nMitigation: Keep API keys in environment variables or the CLI auth flow, verify authentication before submitting, and avoid replacement paid requests without user authorization.\n\nRisk: Media deliverables may be missing, empty, or have an unexpected MIME type if response verification is skipped.\n\nMitigation: Download every requested media deliverable and verify non-empty files with the expected image MIME family before reporting completion.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/runapi-ai/skills/runapi-seedream)\n- [RunAPI Seedream homepage](https://runapi.ai/models/seedream)\n- [Seedream model overview, pricing, and rate limits](https://runapi.ai/models/seedream.md)\n- [ByteDance provider overview](https://runapi.ai/providers/bytedance.md)\n- [RunAPI model catalog](https://runapi.ai/models.md)\n- [Seedream SDK integration](https://github.com/runapi-ai/seedream-sdk)\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 and JSON request examples]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May produce request and response files, downloaded image deliverables, and SDK integration code when requested.]\n\n## Skill Version(s):\n\n0.2.11 (source: 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 v0.2.10: 3 files, 3344 bytes\n\nFiles: skill-card.md (2242b), SKILL.md (4676b), _meta.json (135b)\n\nFile v0.2.10:SKILL.md\n\n---\nname: seedream\ndescription: Generate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. 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/seedream.md\nprovider_page: https://runapi.ai/providers/bytedance.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/seedream\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# Seedream on RunAPI\n\nGenerate and edit images with Seedream 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 Seedream 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/seedream`\n- PHP: `runapi-ai/seedream`\n- Ruby: `runapi-seedream`\n- Go: `github.com/runapi-ai/seedream-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 seedream --help\nrunapi seedream text-to-image --help\nrunapi seedream edit-image --help\n```\n\nRun a one-off task (synchronous — polls until the task completes):\n\n```shell\nrunapi seedream text-to-image --input-file request.json\nrunapi seedream edit-image --input-file request.json\n```\n\nSubmit asynchronously and poll separately:\n\n```shell\nrunapi seedream text-to-image --async --input-file request.json\nrunapi seedream edit-image --async --input-file request.json\nrunapi wait --service seedream --action text-to-image\n```\n\nAvailable commands: `text-to-image`, `edit-image`.\n\nCommon request shapes:\n\n```json\n{\n \"model\": \"seedream-v4-text-to-image\",\n \"prompt\": \"A precise product render of a glass teapot on white marble\",\n \"aspect_ratio\": \"16:9\",\n \"output_resolution\": \"2k\",\n \"output_count\": 3\n}\n```\n\n```json\n{\n \"model\": \"seedream-v4-edit\",\n \"prompt\": \"Place the logo on a blue outdoor cap\",\n \"source_image_urls\": [\"https://cdn.runapi.ai/public/samples/image.jpg\"],\n \"aspect_ratio\": \"1:1\",\n \"output_resolution\": \"4k\"\n}\n```\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/seedream.md\n- Full model catalog: https://runapi.ai/models.md\n\n## Variants\n\n- [4.5 text to image](https://runapi.ai/models/seedream/4.5-text-to-image.md)\n- [4.5 edit](https://runapi.ai/models/seedream/4.5-edit.md)\n- [5 lite text to image](https://runapi.ai/models/seedream/5-lite-text-to-image.md)\n- [5 lite edit](https://runapi.ai/models/seedream/5-lite-edit.md)\n- [5 pro text to image](https://runapi.ai/models/seedream/5-pro-text-to-image.md)\n- [5 pro edit](https://runapi.ai/models/seedream/5-pro-edit.md)\n- [v4 text to image](https://runapi.ai/models/seedream/v4-text-to-image.md)\n- [v4 edit](https://runapi.ai/models/seedream/v4-edit.md)\n\nFile v0.2.10:_meta.json\n\n{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-seedream\",\n \"version\": \"0.2.10\",\n \"publishedAt\": 1786371076463\n}\n\nFile v0.2.10:skill-card.md\n\n## Description:\n\nGenerate and edit images with Seedream 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 Seedream through RunAPI, using CLI guidance for one-off tasks and SDK guidance for application integrations.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Prompts and source image URLs may be sent to RunAPI's Seedream service.\n\nMitigation: Confirm RunAPI provider use is acceptable before installation and avoid sending sensitive prompts or private source image URLs unless the workflow permits it.\n\nRisk: Interactive browser login may not fit headless agent workflows and can place credentials in CLI configuration.\n\nMitigation: Prefer RUNAPI_API_KEY or explicit CLI token import for headless runs; use browser login only when it matches the user's workflow.\n\nRisk: Generated file URLs are temporary and should not be treated as durable assets.\n\nMitigation: Download generated outputs and store them in durable storage within the documented retention window.\n\n## Reference(s):\n\n- [RunAPI Seedream homepage](https://runapi.ai/models/seedream)\n- [RunAPI Seedream model documentation](https://runapi.ai/models/seedream.md)\n- [RunAPI model catalog](https://runapi.ai/models.md)\n- [RunAPI ByteDance provider documentation](https://runapi.ai/providers/bytedance.md)\n- [RunAPI CLI skill](https://github.com/runapi-ai/cli-skill)\n\n## Skill Output:\n\n**Output Type(s):** [Guidance, Shell commands, Code, Configuration]\n\n**Output Format:** [Markdown with inline shell, JSON, and SDK package references]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Guides agents toward CLI use for one-off tasks and SDK use for application integrations.]\n\n## Skill Version(s):\n\n0.2.10 (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 v0.2.9: 3 files, 3388 bytes\n\nFiles: skill-card.md (2467b), SKILL.md (4676b), _meta.json (134b)\n\nFile v0.2.9:SKILL.md\n\n---\nname: seedream\ndescription: Generate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. 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/seedream.md\nprovider_page: https://runapi.ai/providers/bytedance.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/seedream\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# Seedream on RunAPI\n\nGenerate and edit images with Seedream 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 Seedream 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/seedream`\n- PHP: `runapi-ai/seedream`\n- Ruby: `runapi-seedream`\n- Go: `github.com/runapi-ai/seedream-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 seedream --help\nrunapi seedream text-to-image --help\nrunapi seedream edit-image --help\n```\n\nRun a one-off task (synchronous — polls until the task completes):\n\n```shell\nrunapi seedream text-to-image --input-file request.json\nrunapi seedream edit-image --input-file request.json\n```\n\nSubmit asynchronously and poll separately:\n\n```shell\nrunapi seedream text-to-image --async --input-file request.json\nrunapi seedream edit-image --async --input-file request.json\nrunapi wait --service seedream --action text-to-image\n```\n\nAvailable commands: `text-to-image`, `edit-image`.\n\nCommon request shapes:\n\n```json\n{\n \"model\": \"seedream-v4-text-to-image\",\n \"prompt\": \"A precise product render of a glass teapot on white marble\",\n \"aspect_ratio\": \"16:9\",\n \"output_resolution\": \"2k\",\n \"output_count\": 3\n}\n```\n\n```json\n{\n \"model\": \"seedream-v4-edit\",\n \"prompt\": \"Place the logo on a blue outdoor cap\",\n \"source_image_urls\": [\"https://cdn.runapi.ai/public/samples/image.jpg\"],\n \"aspect_ratio\": \"1:1\",\n \"output_resolution\": \"4k\"\n}\n```\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/seedream.md\n- Full model catalog: https://runapi.ai/models.md\n\n## Variants\n\n- [4.5 text to image](https://runapi.ai/models/seedream/4.5-text-to-image.md)\n- [4.5 edit](https://runapi.ai/models/seedream/4.5-edit.md)\n- [5 lite text to image](https://runapi.ai/models/seedream/5-lite-text-to-image.md)\n- [5 lite edit](https://runapi.ai/models/seedream/5-lite-edit.md)\n- [5 pro text to image](https://runapi.ai/models/seedream/5-pro-text-to-image.md)\n- [5 pro edit](https://runapi.ai/models/seedream/5-pro-edit.md)\n- [v4 text to image](https://runapi.ai/models/seedream/v4-text-to-image.md)\n- [v4 edit](https://runapi.ai/models/seedream/v4-edit.md)\n\nFile v0.2.9:_meta.json\n\n{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-seedream\",\n \"version\": \"0.2.9\",\n \"publishedAt\": 1784547762839\n}\n\nFile v0.2.9:skill-card.md\n\n## Description:
\nGenerate and edit images with Seedream through RunAPI for one-off CLI tasks or 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:
\nDevelopers and agents use this skill to generate or edit Seedream images through RunAPI. It guides agents toward the RunAPI CLI for one-off generation and SDKs for app or backend integration.
\n\n### Deployment Geography for Use:
\nGlobal
\n\n## Known Risks and Mitigations:
\nRisk: Agents may spend RunAPI account quota or incur costs when generating or editing images.
\nMitigation: Install and enable the skill only in environments intended to use RunAPI for Seedream, and review account costs before use.
\nRisk: RUNAPI_API_KEY or saved CLI login could expose RunAPI access to agents that should not have it.
\nMitigation: Provide RunAPI credentials only in trusted environments where the agent is authorized to use that account.
\nRisk: Generated RunAPI file URLs are temporary and may not be suitable as durable assets.
\nMitigation: Download and store generated outputs in durable storage within the retention window described by the skill.
\n\n\n## Reference(s):
\n- [RunAPI Seedream Model Overview](https://runapi.ai/models/seedream)
\n- [RunAPI Seedream Documentation](https://runapi.ai/models/seedream.md)
\n- [RunAPI Model Catalog](https://runapi.ai/models.md)
\n- [ByteDance Provider Page](https://runapi.ai/providers/bytedance.md)
\n- [RunAPI CLI Skill](https://github.com/runapi-ai/cli-skill)
\n- [ClawHub Skill Page](https://clawhub.ai/runapi-ai/skills/runapi-seedream)
\n\n\n## Skill Output:
\n**Output Type(s):** [guidance, markdown, code, shell commands, configuration]
\n**Output Format:** [Markdown guidance with shell and JSON examples]
\n**Output Parameters:** [1D]
\n**Other Properties Related to Output:** [May include RunAPI CLI commands, SDK package names, request JSON, and credential setup guidance.]
\n\n## Skill Version(s):
\n0.2.9 (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 v0.2.4: 3 files, 2653 bytes\n\nFiles: skill-card.md (2608b), SKILL.md (2750b), _meta.json (134b)\n\nFile v0.2.4:SKILL.md\n\n---\nname: seedream\ndescription: Generate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. 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/seedream.md\nprovider_page: https://runapi.ai/providers/bytedance.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/seedream\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# Seedream on RunAPI\n\nGenerate and edit images with Seedream 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 seedream --help\nrunapi seedream text-to-image --help\n```\n\nRun a one-off task (synchronous — polls until the task completes):\n\n```shell\nrunapi seedream text-to-image --input-file request.json\n```\n\nSubmit asynchronously and poll separately:\n\n```shell\nrunapi seedream text-to-image --async --input-file request.json\nrunapi wait --service seedream --action text-to-image\n```\n\nAvailable actions: `text-to-image`.\n\n## SDK integration path\n\nWhen integrating Seedream into an app, backend, worker, or library — not for one-off tasks — use a RunAPI SDK package:\n\n- JavaScript / TypeScript: `@runapi.ai/seedream`\n- Ruby: `runapi-seedream`\n- Go: `github.com/runapi-ai/seedream-sdk/go`\n\n## References\n\n- Model overview, pricing, and rate limits: https://runapi.ai/models/seedream.md\n- Provider comparison: https://runapi.ai/providers/bytedance.md\n- Full model catalog: https://runapi.ai/models.md\n\n## Variants\n\n- [4.5 text to image](https://runapi.ai/models/seedream/4.5-text-to-image.md)\n- [4.5 edit](https://runapi.ai/models/seedream/4.5-edit.md)\n- [5 lite text to image](https://runapi.ai/models/seedream/5-lite-text-to-image.md)\n- [5 lite image to image](https://runapi.ai/models/seedream/5-lite-image-to-image.md)\n\nFile v0.2.4:_meta.json\n\n{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-seedream\",\n \"version\": \"0.2.4\",\n \"publishedAt\": 1779449239461\n}\n\nFile v0.2.4:skill-card.md\n\n## Description:
\nGenerate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend.
\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:
\nDevelopers and agents use this skill to route Seedream image generation or editing requests through RunAPI, using the CLI for one-off work and SDKs for application integration.
\n\n### Deployment Geography for Use:
\nGlobal
\n\n## Known Risks and Mitigations:
\nRisk: Prompts or image inputs may be sent to the external RunAPI Seedream service.
\nMitigation: Review RunAPI terms, pricing, rate limits, and data-handling expectations before using private or sensitive content.
\nRisk: The skill can use RunAPI authentication through an API key or saved CLI login.
\nMitigation: Protect RUNAPI_API_KEY and local CLI credentials, and review authentication handling before deployment.
\n\n\n## Reference(s):
\n- [RunAPI Seedream model documentation](https://runapi.ai/models/seedream.md)
\n- [RunAPI Seedream homepage](https://runapi.ai/models/seedream)
\n- [ByteDance provider comparison](https://runapi.ai/providers/bytedance.md)
\n- [RunAPI model catalog](https://runapi.ai/models.md)
\n- [Seedream 4.5 text-to-image](https://runapi.ai/models/seedream/4.5-text-to-image.md)
\n- [Seedream 4.5 edit](https://runapi.ai/models/seedream/4.5-edit.md)
\n- [Seedream 5 lite text-to-image](https://runapi.ai/models/seedream/5-lite-text-to-image.md)
\n- [Seedream 5 lite image-to-image](https://runapi.ai/models/seedream/5-lite-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 SDK package names]
\n**Output Parameters:** [1D]
\n**Other Properties Related to Output:** [May include RunAPI CLI commands, authentication guidance, JSON request-file guidance, and SDK package references.]
\n\n## Skill Version(s):
\n0.2.4 (source: server release metadata)
\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: seedream Owner: runapi-ai Summary: Generate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. 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:0.2.11 Version history: v0.2.11 | 2026-08-12T06:23:18.492Z | user Added - Add layer decomposition comm","codeSnippets":[],"executableExamples":[{"language":"shell","snippet":"curl --fail --location https://runapi.ai/docs/api/seedream/.md --output contract.md"},{"language":"shell","snippet":"runapi auth status > auth.json\njq -e '.authenticated == true' auth.json\nrunapi seedream --help\nrunapi seedream --help\ncurl --fail --location https://runapi.ai/docs/api/seedream/.md --output contract.md"},{"language":"shell","snippet":"jq empty request.json"},{"language":"shell","snippet":"runapi seedream --async --input-file request.json > task.json\ntask_id=\"$(jq -er '.id' task.json)\""},{"language":"shell","snippet":"runapi wait \"$task_id\" --service seedream --action > result.json"},{"language":"shell","snippet":"curl --fail --location --output "}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: seedream\ndescription: \"Generate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. 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/seedream.md\nprovider_page: https://runapi.ai/providers/bytedance.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n openclaw:\n homepage: https://runapi.ai/models/seedream\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# Seedream on RunAPI\n\n## Choose route\n\n- For a one-off artifact or result, use the registered `seedream` 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 seedream --help\nrunapi seedream --help\ncurl --fail --location https://runapi.ai/docs/api/seedream/.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 uplo"},{"path":"_meta.json","content":"{\n \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n \"slug\": \"runapi-seedream\",\n \"version\": \"0.2.11\",\n \"publishedAt\": 1786515798492\n}"},{"path":"skill-card.md","content":"## Description:\n\nGenerate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend.\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, transform, and verify image outputs with Seedream through RunAPI. It supports one-off CLI use and SDK-based application integration while requiring contract discovery before requests are submitted.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Prompts and selected local media files may be sent to RunAPI/Seedream.\n\nMitigation: Review request content and local file paths before submission, and send only files the user intended to process.\n\nRisk: RunAPI model calls require authentication and may be billable.\n\nMitigation: Keep API keys in environment variables or the CLI auth flow, verify authentication before submitting, and avoid replacement paid requests without user authorization.\n\nRisk: Media deliverables may be missing, empty, or have an unexpected MIME type if response verification is skipped.\n\nMitigation: Download every requested media deliverable and verify non-empty files with the expected image MIME family before reporting completion.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/runapi-ai/skills/runapi-seedream)\n- [RunAPI Seedream homepage](https://runapi.ai/models/seedream)\n- [Seedream model overview, pricing, and rate limits](https://runapi.ai/models/seedream.md)\n- [ByteDance provider overview](https://runapi.ai/providers/bytedance.md)\n- [RunAPI model catalog](https://runapi.ai/models.md)\n- [Seedream SDK integration](https://github.com/runapi-ai/seedream-sdk)\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 and JSON request examples]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May produce request and response files, downloaded image deliverables, and SDK integration code when requested.]\n\n## Skill Version(s):\n\n0.2.11 (source: 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 Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend. Skill: seedream Owner: runapi-ai Summary: Generate and edit images with Seedream through RunAPI. Use when the user asks an agent to create, edit, or transform images with Seedream. 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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