Seisoai
Base URL: https://seisoai.com
Primary endpoint: POST /api/gateway/invoke/{toolId} or POST /api/gateway/invoke with toolId in body.
Auth: X-API-Key or x402 payment (USDC on Base).
Agent-First Workflow (Do This Every Session)
Discover live tools:
GET /api/gateway/tools
For selected tools, fetch exact schema:
GET /api/gateway/tools/{toolId}
Optionally pre-price inputs:
GET /api/gateway/price/{toolId}
Invoke with API key or x402.
If queue tool, poll job status/result URLs from response.
Do not rely on static tool lists when a live registry is available.
Auth Strategy
Use this decision order:
If you have a project API key, use
X-API-Key.If you do not have a key, use x402 pay-per-request.
Do not send browser CSRF tokens for machine clients.
API Key Example
POST /api/gateway/invoke/image.generate.flux-2
X-API-Key: sk_live_xxx
Content-Type: application/json
{"prompt":"a sunset over mountains"}
x402 Example (2-step)
Call without payment header.
Receive
402with payment requirements.Sign/pay on Base.
Retry same request with one of:
payment-signaturex-paymentpayment
High-Value Endpoints
Discovery:
GET /api/gateway/toolsGET /api/gateway/tools/{toolId}GET /api/gateway/price/{toolId}GET /api/gateway/mcp-manifest
Invoke:
POST /api/gateway/invoke/{toolId}POST /api/gateway/invoke
Jobs:
GET /api/gateway/jobs/{jobId}?model=...GET /api/gateway/jobs/{jobId}/result?model=...
Agent-scoped:
GET /api/gateway/agentsGET /api/gateway/agent/{agentId}POST /api/gateway/agent/{agentId}/invoke/{toolId?}POST /api/gateway/agent/{agentId}/orchestrate
Agent-Scoped Safety Controls (Mandatory)
For normal media generation (images, video, audio, 3D), use /api/gateway/invoke and the discovery endpoints above; no extra checks. The rules below apply only when the user explicitly asks to run or orchestrate a specific agent (e.g. a named bot or workflow).
Default posture: deny by default for agent-scoped routes (/api/gateway/agent/*). Use agent-scoped endpoints only when all checks pass:
Explicit task requirement
- Do not call
/agent/*routes unless the current task explicitly requires operating a specific agent.
- Do not call
Exact agent binding
- Resolve
agentIdfrom a trusted source (GET /api/gateway/agentsor user-provided exact ID). - Never infer or guess agent IDs from names/prompts.
- Resolve
Authorization boundary
- Use only the current caller credentials.
- Never attempt to reuse, escalate, or proxy credentials to access other tenants/owners.
Single-agent scope
- For one task, operate on one approved
agentIdunless the user explicitly requests multi-agent execution.
- For one task, operate on one approved
Tool allowlist enforcement
- Before invoke/orchestrate, fetch
GET /api/gateway/agent/{agentId}and only use tool IDs declared for that agent. - Reject tool IDs not listed in that agent definition.
- Before invoke/orchestrate, fetch
No recursive orchestration
- Do not create self-referential orchestrations, orchestration loops, or fan-out patterns across unknown agents.
No broad discovery exfiltration
- Do not enumerate all agents unless needed for user task; prefer direct lookup when
agentIdis known.
- Do not enumerate all agents unless needed for user task; prefer direct lookup when
Audit trail requirement
- Log
agentId, route, tool ID, and reason for each agent-scoped call in agent run notes.
- Log
On mismatch or ambiguity: stop
- If ownership/scope/tool authorization is ambiguous, do not call
/agent/*; fall back to/api/gateway/invoke.
- If ownership/scope/tool authorization is ambiguous, do not call
Tool Selection Cheatsheet (Verified IDs)
Images
Fast text->image:
image.generate.flux-2Premium cinematic:
image.generate.kling-image-v3Premium consistency:
image.generate.kling-image-o3360/panorama:
image.generate.nano-banana-proPrompted edit:
image.generate.flux-pro-kontext-editFace swap:
image.face-swapInpaint/outpaint:
image.inpaint,image.outpaintBackground removal/layer:
image.extract-layerUpscale:
image.upscale
Video
Text->video (Veo):
video.generate.veo3Image->video (Veo):
video.generate.veo3-image-to-videoFirst/last frame:
video.generate.veo3-first-last-frameKling text:
video.generate.kling-3-pro-text,video.generate.kling-3-std-textKling image:
video.generate.kling-3-pro-image,video.generate.kling-3-std-imageMotion transfer:
video.generate.dreamactor-v2
Audio / Speech / Music
Voice clone TTS:
audio.ttsTTS quality tiers:
audio.tts.minimax-hd,audio.tts.minimax-turboLip sync:
audio.lip-syncTranscription:
audio.transcribeMusic:
music.generateSound FX:
audio.sfxStem separation:
audio.stem-separation
3D
Image->3D standard:
3d.image-to-3dImage->3D pro:
3d.image-to-3d.hunyuan-proText->3D pro:
3d.text-to-3d.hunyuan-proFast image->3D:
3d.image-to-3d.hunyuan-rapidMesh post-processing:
3d.smart-topology,3d.part-splitter
Minimal Payload Patterns
Text->image:
{"prompt":"..."}
Image edit:
{"prompt":"...","image_url":"https://..."}
Text->video:
{"prompt":"...","duration":"6s"}
DreamActor motion transfer:
{"source_image_url":"https://...","driving_video_url":"https://..."}
Voice clone TTS:
{"text":"...","audio_url":"https://..."}
3D image->mesh:
{"image_url":"https://...","output_format":"glb"}
Queue Handling Contract
If executionMode is queue, response includes job metadata. Use:
statusUrluntil completed/failed.resultUrlwhen completed.
Treat queue submit success as billable success (x402 settlement/API-key credit deduction already handled server-side).
Error Policy
400: Schema/input mismatch. Re-fetch tool schema and correct fields.402: Missing/invalid payment or insufficient API key credits.404: Tool/agent not found. Refresh registry.503: Tool disabled. Select fallback in same category.500: Retry with backoff; then switch model/tool.
Reliability Rules for Agents
Always discover live tools before planning multi-step flows.
Use exact schema from
GET /tools/{toolId}for required fields.Keep one tool call per request; chain in your agent.
Prefer explicit model/tool IDs over natural-language routing assumptions.
For retries, do not reuse stale x402 signatures.
Treat
/api/gateway/agent/*as privileged routes and apply the mandatory safety controls above.
Self-Maintenance
When this file is updated:
Keep IDs aligned with
backend/services/toolRegistry.ts.Update
last_syncedandversion.Keep examples minimal and executable.
Changelog
[2026-02-09] v1.1.1 - Added mandatory safety controls for agent-scoped endpoints (deny-by-default, agent/tool scoping, anti-recursion, and audit requirements).
[2026-02-09] v1.1.0 - Rewrote for agent discovery-first flow, corrected stale tool IDs/params, tightened auth/x402 guidance, and added queue/error reliability policy.
[2026-02-08] v1.0.0 - Initial self-improvement protocol added.