{"id":"b3b47396-c224-44cc-a250-c5187e305496","entityType":"agent","slug":"clawhub-runapi-ai-runapi-flux-kontext","name":"flux-kontext","canonicalUrl":"https://www.xpersona.co/agent/clawhub-runapi-ai-runapi-flux-kontext","canonicalPath":"/agent/clawhub-runapi-ai-runapi-flux-kontext","generatedAt":"2026-10-11T14:13:45.600Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T10:09:25.132Z","emptyReason":null},"description":"Generate and edit images with Flux Kontext through RunAPI. Use when the user asks an agent to create, edit, or transform images with Flux Kontext. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend. Skill: flux-kontext Owner: runapi-ai Summary: Generate and edit images with Flux Kontext through RunAPI. Use when the user asks an agent to create, edit, or transform images with Flux Kontext. 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 | 2026-08-12T06:04:22.868Z | user Changed - Generate the flu","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-flux-kontext/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-flux-kontext/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-flux-kontext/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-flux-kontext/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-flux-kontext/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-flux-kontext/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-11T14:13:45.600Z"}},"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-flux-kontext/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-flux-kontext/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-flux-kontext/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-runapi-ai-runapi-flux-kontext/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":"2026-10-11T10:09:25.132Z","emptyReason":null},"readme":"Skill: flux-kontext\n\nOwner: runapi-ai\n\nSummary: Generate and edit images with Flux Kontext through RunAPI. Use when the user asks an agent to create, edit, or transform images with Flux Kontext. 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 | 2026-08-12T06:04:22.868Z | user\n\n## Changed\n- Generate the flux-kontext 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 | 2026-08-10T14:03:05.061Z | user\n\n## Changed\n- Complete marketplace distribution for the RunAPI Flux Kontext skill.\n\nv0.2.4 | 2026-05-22T09:14:31.784Z | user\n\nAgent-facing CLI-first redesign\n\nv0.2.3 | 2026-05-22T07:06:23.495Z | user\n\nPublish RunAPI skill README install prompt updates.\n\nArchive index:\n\nArchive v0.2.9: 3 files, 4708 bytes\n\nFiles: skill-card.md (2806b), SKILL.md (7098b), _meta.json (138b)\n\nFile v0.2.9:SKILL.md\n\n---\nname: flux-kontext\ndescription: \"Generate and edit images with Flux Kontext through RunAPI. Use when the user asks an agent to create, edit, or transform images with Flux Kontext. 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/flux-kontext.md\nprovider_page: https://runapi.ai/providers/black-forest-labs.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n  openclaw:\n    homepage: https://runapi.ai/models/flux-kontext\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# Flux Kontext on RunAPI\n\n## Choose route\n\n- For a one-off artifact or result, use the registered `flux-kontext` 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 flux-kontext --help\nrunapi flux-kontext <operation> --help\ncurl --fail --location https://runapi.ai/docs/api/flux-kontext/<operation>.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 `<operation>` 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 flux-kontext <operation> --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 flux-kontext --action <operation> > 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 <deliverable-url> --output <downloaded-file>\nfor file in <downloaded-files>; do\n  expected_mime=<expected-MIME-or-family-pattern-for-this-file>\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 `Flux Kontext`, 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/flux-kontext.md\n- Provider overview: https://runapi.ai/providers/black-forest-labs.md\n- Full model catalog: https://runapi.ai/models.md\n- SDK integration: https://github.com/runapi-ai/flux-kontext-sdk\n\n## Variants\n- `flux-kontext-max`: https://runapi.ai/models/flux-kontext/max.md\n- `flux-kontext-pro`: https://runapi.ai/models/flux-kontext/pro.md\n\nFile v0.2.9:_meta.json\n\n{\n  \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n  \"slug\": \"runapi-flux-kontext\",\n  \"version\": \"0.2.9\",\n  \"publishedAt\": 1786514662868\n}\n\nFile v0.2.9:skill-card.md\n\n## Description:\n\nGenerate and edit images with Flux Kontext 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 agents use this skill to generate, edit, or transform images with Flux Kontext through RunAPI. It supports one-off CLI use and SDK-based integration when the user is building an application or backend.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Prompts and selected media inputs are sent to RunAPI and submitted tasks may incur provider charges.\n\nMitigation: Use the skill only with an authorized RunAPI account or API key, confirm authentication before submission, and submit paid requests only when the user has authorized the task.\n\nRisk: A successful service status might not prove that the requested image deliverable is present or valid.\n\nMitigation: Validate the complete result contract, download every requested media deliverable, and require each downloaded file to be non-empty with the expected image MIME type before reporting completion.\n\nRisk: An outdated CLI catalog or mismatched API contract can lead to invalid requests.\n\nMitigation: Inspect the installed CLI help and current API reference for the selected operation, and stop instead of guessing when the two contract sources disagree.\n\n## Reference(s):\n\n- [RunAPI Flux Kontext model overview](https://runapi.ai/models/flux-kontext.md)\n- [RunAPI Flux Kontext homepage](https://runapi.ai/models/flux-kontext)\n- [Black Forest Labs provider overview](https://runapi.ai/providers/black-forest-labs.md)\n- [RunAPI model catalog](https://runapi.ai/models.md)\n- [Flux Kontext SDK integration](https://github.com/runapi-ai/flux-kontext-sdk)\n- [Flux Kontext Max variant](https://runapi.ai/models/flux-kontext/max.md)\n- [Flux Kontext Pro variant](https://runapi.ai/models/flux-kontext/pro.md)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance, Files, JSON]\n\n**Output Format:** [Markdown guidance with shell commands, JSON request and response artifacts, and downloaded image files when generation succeeds]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [The skill requires contract discovery before requests, preserves task and result JSON, and verifies downloaded image files for non-empty content and expected 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, 3089 bytes\n\nFiles: skill-card.md (2342b), SKILL.md (3743b), _meta.json (138b)\n\nFile v0.2.8:SKILL.md\n\n---\nname: flux-kontext\ndescription: Generate and edit images with Flux Kontext through RunAPI. Use when the user asks an agent to create, edit, or transform images with Flux Kontext. 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/flux-kontext.md\nprovider_page: https://runapi.ai/providers/black-forest-labs.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n  openclaw:\n    homepage: https://runapi.ai/models/flux-kontext\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# Flux Kontext on RunAPI\n\nGenerate and edit images with Flux Kontext 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 Flux Kontext 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/flux-kontext`\n- Ruby: `runapi-flux-kontext`\n- Go: `github.com/runapi-ai/flux-kontext-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 flux-kontext --help\nrunapi flux-kontext text-to-image --help\n```\n\nRun a one-off task (synchronous — polls until the task completes):\n\n```shell\nrunapi flux-kontext text-to-image --input-file request.json\n```\n\nSubmit asynchronously and poll separately:\n\n```shell\nrunapi flux-kontext text-to-image --async --input-file request.json\nrunapi wait <task-id> --service flux-kontext --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/flux-kontext.md\n- Provider comparison: https://runapi.ai/providers/black-forest-labs.md\n- Full model catalog: https://runapi.ai/models.md\n\n## Variants\n\n- [Flux Kontext Pro](https://runapi.ai/models/flux-kontext/pro.md)\n- [Flux Kontext Max](https://runapi.ai/models/flux-kontext/max.md)\n\nFile v0.2.8:_meta.json\n\n{\n  \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n  \"slug\": \"runapi-flux-kontext\",\n  \"version\": \"0.2.8\",\n  \"publishedAt\": 1786370585061\n}\n\nFile v0.2.8:skill-card.md\n\n## Description:\n\nGenerate and edit images with Flux Kontext 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 external users use this skill to guide agents through one-off Flux Kontext image generation or editing with the RunAPI CLI, and through SDK-based integration when adding Flux Kontext to applications or backend services.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill depends on RunAPI as an external provider for image generation and editing.\n\nMitigation: Review RunAPI suitability before installation and use environment or saved CLI authentication for agent runs.\n\nRisk: RUNAPI_API_KEY is a credential when provided to the agent environment.\n\nMitigation: Treat the key as sensitive, avoid exposing it in prompts or logs, and prefer environment authentication or saved CLI config.\n\nRisk: Generated file URLs are temporary and may expire.\n\nMitigation: Download and store generated assets in durable storage within 7 days when the output must be retained.\n\n## Reference(s):\n\n- [Flux Kontext model overview](https://runapi.ai/models/flux-kontext.md)\n- [Flux Kontext homepage](https://runapi.ai/models/flux-kontext)\n- [Black Forest Labs provider comparison](https://runapi.ai/providers/black-forest-labs.md)\n- [RunAPI model catalog](https://runapi.ai/models.md)\n- [Flux Kontext Pro variant](https://runapi.ai/models/flux-kontext/pro.md)\n- [Flux Kontext Max variant](https://runapi.ai/models/flux-kontext/max.md)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown guidance with inline shell commands, SDK package names, and request configuration notes]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May reference temporary generated file URLs that should be downloaded to durable storage within 7 days.]\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, 2594 bytes\n\nFiles: skill-card.md (2358b), SKILL.md (2660b), _meta.json (138b)\n\nFile v0.2.4:SKILL.md\n\n---\nname: flux-kontext\ndescription: Generate and edit images with Flux Kontext through RunAPI. Use when the user asks an agent to create, edit, or transform images with Flux Kontext. 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/flux-kontext.md\nprovider_page: https://runapi.ai/providers/black-forest-labs.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n  openclaw:\n    homepage: https://runapi.ai/models/flux-kontext\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# Flux Kontext on RunAPI\n\nGenerate and edit images with Flux Kontext 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 flux-kontext --help\nrunapi flux-kontext text-to-image --help\n```\n\nRun a one-off task (synchronous — polls until the task completes):\n\n```shell\nrunapi flux-kontext text-to-image --input-file request.json\n```\n\nSubmit asynchronously and poll separately:\n\n```shell\nrunapi flux-kontext text-to-image --async --input-file request.json\nrunapi wait <task-id> --service flux-kontext --action text-to-image\n```\n\nAvailable actions: `text-to-image`.\n\n## SDK integration path\n\nWhen integrating Flux Kontext into an app, backend, worker, or library — not for one-off tasks — use a RunAPI SDK package:\n\n- JavaScript / TypeScript: `@runapi.ai/flux-kontext`\n- Ruby: `runapi-flux_kontext`\n- Go: `github.com/runapi-ai/flux-kontext-sdk/go`\n\n## References\n\n- Model overview, pricing, and rate limits: https://runapi.ai/models/flux-kontext.md\n- Provider comparison: https://runapi.ai/providers/black-forest-labs.md\n- Full model catalog: https://runapi.ai/models.md\n\n## Variants\n\n- [Flux Kontext Pro](https://runapi.ai/models/flux-kontext/pro.md)\n- [Flux Kontext Max](https://runapi.ai/models/flux-kontext/max.md)\n\nFile v0.2.4:_meta.json\n\n{\n  \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n  \"slug\": \"runapi-flux-kontext\",\n  \"version\": \"0.2.4\",\n  \"publishedAt\": 1779441271784\n}\n\nFile v0.2.4:skill-card.md\n\n## Description: <br>\nGenerate and edit images with Flux Kontext through RunAPI. <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[runapi-ai](https://clawhub.ai/user/runapi-ai) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal developers and agents use this skill to route Flux Kontext image generation and editing requests through RunAPI, choosing CLI commands for one-off tasks and SDK packages for application integration. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill depends on the third-party RunAPI CLI and Homebrew tap, and prompts or image inputs are sent to RunAPI. <br>\nMitigation: Install only after trusting the RunAPI CLI and tap; review RunAPI pricing and data handling before use. <br>\nRisk: Authentication may use RUNAPI_API_KEY or saved RunAPI CLI credentials. <br>\nMitigation: Use a scoped API key when possible and avoid exposing credentials in shared logs, prompts, or files. <br>\n\n\n## Reference(s): <br>\n- [ClawHub skill page](https://clawhub.ai/runapi-ai/runapi-flux-kontext) <br>\n- [RunAPI Flux Kontext model overview](https://runapi.ai/models/flux-kontext) <br>\n- [RunAPI Flux Kontext documentation](https://runapi.ai/models/flux-kontext.md) <br>\n- [RunAPI Black Forest Labs provider comparison](https://runapi.ai/providers/black-forest-labs.md) <br>\n- [RunAPI model catalog](https://runapi.ai/models.md) <br>\n- [Flux Kontext Pro variant](https://runapi.ai/models/flux-kontext/pro.md) <br>\n- [Flux Kontext Max variant](https://runapi.ai/models/flux-kontext/max.md) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [Guidance, Shell commands, Configuration, Code] <br>\n**Output Format:** [Markdown with inline shell commands and SDK package names] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Requires the runapi CLI for the CLI path; RUNAPI_API_KEY, runapi login, or saved CLI configuration can authenticate requests.] <br>\n\n## Skill Version(s): <br>\n0.2.4 (source: server release metadata) <br>\n\n## Ethical Considerations: <br>\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. <br>\n\nArchive v0.2.3: 2 files, 3528 bytes\n\nFiles: SKILL.md (7231b), _meta.json (138b)\n\nFile v0.2.3:SKILL.md\n\n---\nname: flux-kontext\ndescription: Generate images (Flux Kontext Pro / Max text-to-image and image-to-image) through RunAPI.ai using the @runapi.ai/flux-kontext Node/TypeScript SDK. Use when the user asks to add Flux Kontext image generation or writes against @runapi.ai/flux-kontext. Triggers on \"flux kontext\", \"flux-kontext\", \"image generation\", \"生成图片\", \"@runapi.ai/flux-kontext\".\ndocumentation: https://runapi.ai/models/flux-kontext\nprovider_page: https://runapi.ai/providers/black-forest-labs\ncatalog: https://runapi.ai/models\nmetadata:\n  openclaw:\n    homepage: https://runapi.ai/models/flux-kontext\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# @runapi.ai/flux-kontext — RunAPI.ai Flux Kontext image generation\n\nBuild Node / TypeScript integrations that generate and transform images through RunAPI.ai.\n\n## Setup\n\nRequires **Node 18+** (global `fetch`).\n\n```bash\nnpm install @runapi.ai/flux-kontext\n```\n\nSet your API key in the environment:\n\n```dotenv\n# .env\nRUNAPI_API_KEY=runapi_xxx   # get one at https://runapi.ai/api_keys\n```\n\n```ts\nimport { FluxKontextClient } from '@runapi.ai/flux-kontext';\n\n// The SDK reads RUNAPI_API_KEY from the environment automatically.\nconst client = new FluxKontextClient();\n```\n\nPass `{ apiKey }` explicitly if you manage secrets differently. `baseUrl` defaults to `https://runapi.ai`; override only for local development.\n\n## Core recipe — text to image\n\n```ts\nconst result = await client.textToImage.run({\n  model: 'flux-kontext-pro',\n  prompt: 'A futuristic cityscape at night',\n  aspect_ratio: '16:9',\n  output_format: 'jpeg',\n});\n\nconst url = result.images[0].url;\n```\n\n`run()` creates the task, auto-polls, and resolves only when the task completes — `images[0].url` is populated on success. On failure it throws `TaskFailedError`; on polling timeout it throws `TaskTimeoutError`. Use `run()` for scripts and short-lived processes. For request handlers, split it:\n\n```ts\nconst { id } = await client.textToImage.create({ model: 'flux-kontext-pro', prompt: '...' });\n// return 202 immediately; fetch later:\nconst status = await client.textToImage.get(id);\nif (status.status === 'completed') { /* ... */ }\n```\n\nDo not hold a web worker open waiting on `run()`. Split + webhook is the production pattern.\n\n`run()` polls every 2 s for up to 15 min by default. Tune when needed:\n\n```ts\nawait client.textToImage.run(params, { maxWaitMs: 5 * 60_000, pollIntervalMs: 2_000 });\n```\n\nIf `TaskTimeoutError` fires, the task is still running server-side — resume with `textToImage.get(id)` or finish via webhook.\n\n## Image-to-image — edit a source image\n\nPass `input_image` (a single URL) along with your prompt:\n\n```ts\nawait client.textToImage.run({\n  model: 'flux-kontext-max',\n  prompt: 'Restyle as a 1970s film photograph',\n  input_image: 'https://cdn.example.com/source.jpg',\n  aspect_ratio: '4:3',\n});\n```\n\n## Models\n\n| `model` | Use case |\n|---|---|\n| `flux-kontext-pro` | Cost-efficient production output. |\n| `flux-kontext-max` | Higher-fidelity variant. |\n\n`aspect_ratio` values: `21:9`, `16:9`, `4:3`, `1:1`, `3:4`, `9:16`. `output_format`: `jpeg` / `png`.\n\nExact credit costs per model are shown at https://runapi.ai/pricing and in the dashboard — do not hardcode prices in application code.\n\n## Callbacks (webhooks)\n\nPass `callback_url` on `create()` (or any `run()` call) and RunAPI will POST the final payload to you:\n\n```ts\nawait client.textToImage.create({\n  model: 'flux-kontext-pro',\n  prompt: '...',\n  callback_url: 'https://your.app/webhooks/runapi/flux-kontext',\n});\n```\n\nPayload shape:\n\n```ts\n{ id: string; status: 'completed' | 'failed'; images?: { url: string; origin_url?: string }[]; error?: string }\n```\n\n**Always verify the signature before trusting the body.** RunAPI signs every callback with your account's Callback Secret (rotate at `/accounts/callback_secret`). Headers:\n\n- `X-Callback-Id` — UUID, store to make handler idempotent\n- `X-Callback-Timestamp` — unix seconds, reject if `|now - ts| > 300`\n- `X-Callback-Signature` — base64 HMAC-SHA256 over `` `${id}.${ts}.${rawBody}` `` using the base64-decoded secret\n\n```ts\nimport crypto from 'node:crypto';\n\nfunction verify(raw: string, id: string, ts: string, sig: string, secret: string) {\n  const key = Buffer.from(secret, 'base64');\n  const mac = crypto.createHmac('sha256', key)\n    .update(`${id}.${ts}.${raw}`)\n    .digest('base64');\n  return crypto.timingSafeEqual(Buffer.from(mac), Buffer.from(sig));\n}\n```\n\nReply `2xx` within 10s; any non-2xx triggers retries.\n\n## Errors\n\nAll errors are re-exported from `@runapi.ai/core`. Always `instanceof` — never string-match messages.\n\n| Error | Status | Action |\n|---|---|---|\n| `AuthenticationError` | 401 | abort; surface \"reconnect your API key\" |\n| `InsufficientCreditsError` | 402 | prompt user to top up at runapi.ai/billing |\n| `ValidationError` | 400 / 422 | fix params; do not retry |\n| `RateLimitError` | 429 | sleep `err.retryAfterMs`, then retry |\n| `ServiceUnavailableError` | 503 / 455 | retry with backoff; transient service issue |\n| `TaskFailedError` | — | show `err.details` to user; do not auto-retry |\n| `TaskTimeoutError` | — | re-poll with `textToImage.get(id)` |\n\n```ts\nimport { InsufficientCreditsError, TaskFailedError } from '@runapi.ai/flux-kontext';\n\ntry {\n  await client.textToImage.run({ model: 'flux-kontext-pro', prompt: '...' });\n} catch (err) {\n  if (err instanceof InsufficientCreditsError) { /* surface top-up CTA */ }\n  else if (err instanceof TaskFailedError)       { /* show err.details */ }\n  else throw err;\n}\n```\n\n## Gotchas\n\n- `model` is required on every call.\n- `input_image` is a single URL (string), not an array — this is the one endpoint in the family that takes a scalar URL.\n- `enable_translation` defaults to `true` — the prompt is auto-translated to English. Set `false` to keep the raw prompt.\n- `callback_url` must be reachable from the public internet. `localhost` / `127.0.0.1` URLs will never fire — use a tunnel (cloudflared, ngrok, tailscale funnel) when developing locally.\n\n## Dig deeper\n\nPackage README (full API surface, all params): `node_modules/@runapi.ai/flux-kontext/README.md`. Types: `@runapi.ai/flux-kontext/dist/types.d.ts`. Product docs: https://runapi.ai/docs.\n\n## RunAPI public routing\n\nflux kontext api public links use the API-379 catalog route map. The main flux kontext api page is https://runapi.ai/models/flux-kontext. SDK docs live at https://runapi.ai/docs#sdk-flux-kontext and product docs live at https://runapi.ai/docs#flux-kontext.\n\nPricing, rate limits, and commercial usage for flux kontext api should point to the most specific variant page:\n- [Flux Kontext Pro](https://runapi.ai/models/flux-kontext/pro)\n- [Flux Kontext Max](https://runapi.ai/models/flux-kontext/max)\n\nCompare Flux Kontext with other Black Forest Labs models at https://runapi.ai/providers/black-forest-labs. Browse every RunAPI model and skill at https://runapi.ai/models. SDK repository: https://github.com/runapi-ai/flux-kontext-sdk. Skill repository: https://github.com/runapi-ai/flux-kontext.\n\nFile v0.2.3:_meta.json\n\n{\n  \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n  \"slug\": \"runapi-flux-kontext\",\n  \"version\": \"0.2.3\",\n  \"publishedAt\": 1779433583495\n}","readmeExcerpt":"Skill: flux-kontext Owner: runapi-ai Summary: Generate and edit images with Flux Kontext through RunAPI. Use when the user asks an agent to create, edit, or transform images with Flux Kontext. 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 | 2026-08-12T06:04:22.868Z | user Changed - Generate the flu","codeSnippets":[],"executableExamples":[{"language":"shell","snippet":"curl --fail --location https://runapi.ai/docs/api/flux-kontext/<operation>.md --output contract.md"},{"language":"shell","snippet":"runapi auth status > auth.json\njq -e '.authenticated == true' auth.json\nrunapi flux-kontext --help\nrunapi flux-kontext <operation> --help\ncurl --fail --location https://runapi.ai/docs/api/flux-kontext/<operation>.md --output contract.md"},{"language":"shell","snippet":"jq empty request.json"},{"language":"shell","snippet":"runapi flux-kontext <operation> --async --input-file request.json > task.json\ntask_id=\"$(jq -er '.id' task.json)\""},{"language":"shell","snippet":"runapi wait \"$task_id\" --service flux-kontext --action <operation> > result.json"},{"language":"shell","snippet":"curl --fail --location <deliverable-url> --output <downloaded-file>"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: flux-kontext\ndescription: \"Generate and edit images with Flux Kontext through RunAPI. Use when the user asks an agent to create, edit, or transform images with Flux Kontext. 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/flux-kontext.md\nprovider_page: https://runapi.ai/providers/black-forest-labs.md\ncatalog: https://runapi.ai/models.md\nmetadata:\n  openclaw:\n    homepage: https://runapi.ai/models/flux-kontext\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# Flux Kontext on RunAPI\n\n## Choose route\n\n- For a one-off artifact or result, use the registered `flux-kontext` 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 flux-kontext --help\nrunapi flux-kontext <operation> --help\ncurl --fail --location https://runapi.ai/docs/api/flux-kontext/<operation>.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 `<operation>` 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`. T"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn70me4rk7jqjt92evshjeb5z18768g7\",\n  \"slug\": \"runapi-flux-kontext\",\n  \"version\": \"0.2.9\",\n  \"publishedAt\": 1786514662868\n}"},{"path":"skill-card.md","content":"## Description:\n\nGenerate and edit images with Flux Kontext 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 agents use this skill to generate, edit, or transform images with Flux Kontext through RunAPI. It supports one-off CLI use and SDK-based integration when the user is building an application or backend.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Prompts and selected media inputs are sent to RunAPI and submitted tasks may incur provider charges.\n\nMitigation: Use the skill only with an authorized RunAPI account or API key, confirm authentication before submission, and submit paid requests only when the user has authorized the task.\n\nRisk: A successful service status might not prove that the requested image deliverable is present or valid.\n\nMitigation: Validate the complete result contract, download every requested media deliverable, and require each downloaded file to be non-empty with the expected image MIME type before reporting completion.\n\nRisk: An outdated CLI catalog or mismatched API contract can lead to invalid requests.\n\nMitigation: Inspect the installed CLI help and current API reference for the selected operation, and stop instead of guessing when the two contract sources disagree.\n\n## Reference(s):\n\n- [RunAPI Flux Kontext model overview](https://runapi.ai/models/flux-kontext.md)\n- [RunAPI Flux Kontext homepage](https://runapi.ai/models/flux-kontext)\n- [Black Forest Labs provider overview](https://runapi.ai/providers/black-forest-labs.md)\n- [RunAPI model catalog](https://runapi.ai/models.md)\n- [Flux Kontext SDK integration](https://github.com/runapi-ai/flux-kontext-sdk)\n- [Flux Kontext Max variant](https://runapi.ai/models/flux-kontext/max.md)\n- [Flux Kontext Pro variant](https://runapi.ai/models/flux-kontext/pro.md)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Code, Shell commands, Configuration, Guidance, Files, JSON]\n\n**Output Format:** [Markdown guidance with shell commands, JSON request and response artifacts, and downloaded image files when generation succeeds]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [The skill requires contract discovery before requests, preserves task and result JSON, and verifies downloaded image files for non-empty content and expected 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 Flux Kontext through RunAPI. Use when the user asks an agent to create, edit, or transform images with Flux Kontext. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend. Skill: flux-kontext Owner: runapi-ai Summary: Generate and edit images with Flux Kontext through RunAPI. Use when the user asks an agent to create, edit, or transform images with Flux Kontext. 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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