GoForAgent Workflows

Workflow Pack Runner

Pick an asset pack, choose Codex, Cursor, or Claude as the target agent, then copy a handoff packet, prompt, asset manifest, or MCP call preview before running the existing tools.

MCP docs Start with image

Runner input

Turn a rough project brief into an agent task.

Select pack

Agent target

Project briefOutput folder

Generated agent prompt

Use this with Codex today, then map the same shape to the future GoForAgent MCP server.

Create a Landing Page Asset Pack for this project: A developer tool that helps AI coding agents generate launch assets for SaaS projects. Target users are indie builders and AI product teams. Visual style: sharp, practical, modern, not playful. Return a hero image prompt, 4 feature icon prompts, an OG image prompt, favicon/app icon prompt, transparent product cutout instructions, and the order to run Image, Remove BG, and Video tools.

Image Remove BG Video

Agent handoff packet

Copy one complete brief into Codex. The packet includes target-specific paste instructions, run order, acceptance checklist, manifest, and MCP request shape.

# GoForAgent workflow handoff

Target agent: Codex
Pack: Landing Page Asset Pack
Output folder: public/assets/goforagent/landing-page

Codex usage notes:
- Paste this packet as the next Codex task in the repo you want to update.
- Ask Codex to create or plan the listed files, use the dashboard tools manually where needed, and return changed paths plus unresolved manual steps.
- Prefer repo-relative paths and a short verification note.

Project brief:
A developer tool that helps AI coding agents generate launch assets for SaaS projects. Target users are indie builders and AI product teams. Visual style: sharp, practical, modern, not playful.

Agent prompt:
Create a Landing Page Asset Pack for this project:

A developer tool that helps AI coding agents generate launch assets for SaaS projects. Target users are indie builders and AI product teams. Visual style: sharp, practical, modern, not playful.

Return a hero image prompt, 4 feature icon prompts, an OG image prompt, favicon/app icon prompt, transparent product cutout instructions, and the order to run Image, Remove BG, and Video tools.

Run order:
1. Generate visual directions - agent_generate_image: Use image generation for the hero, icon set, and social image concepts.
2. Create transparent cutouts - agent_remove_background: Run remove-bg on product or generated visuals for reusable PNG assets.
3. Add launch motion - agent_generate_video: Generate a short motion prompt if the landing page needs a hero preview.

Acceptance checklist:
- Create or plan every file under public/assets/goforagent/landing-page.
- Use the listed tool name for each planned asset.
- Follow the Codex usage notes before calling any tool manually.
- Return final file paths, status, and any manual follow-up needed.
- Cover expected output: Hero image direction in 16:9 and 4:3.
- Cover expected output: Feature icon prompt set.
- Cover expected output: OG image and social banner prompt.
- Cover expected output: Transparent product cutout instructions.

Asset manifest:
{
  "pack": {
    "id": "landing-page",
    "title": "Landing Page Asset Pack"
  },
  "brief": "A developer tool that helps AI coding agents generate launch assets for SaaS projects. Target users are indie builders and AI product teams. Visual style: sharp, practical, modern, not playful.",
  "target_agent": "codex",
  "output_root": "public/assets/goforagent",
  "assets": [
    {
      "file": "hero-16x9.webp",
      "type": "Hero image",
      "tool": "agent_generate_image",
      "note": "Primary landing hero for desktop and social crops.",
      "path": "public/assets/goforagent/landing-page/hero-16x9.webp"
    },
    {
      "file": "feature-icons-sheet.webp",
      "type": "Feature icons",
      "tool": "agent_generate_image",
      "note": "One sheet containing four consistent feature icons.",
      "path": "public/assets/goforagent/landing-page/feature-icons-sheet.webp"
    },
    {
      "file": "og-image.webp",
      "type": "OG image",
      "tool": "agent_generate_image",
      "note": "Open Graph and social preview image.",
      "path": "public/assets/goforagent/landing-page/og-image.webp"
    },
    {
      "file": "product-cutout.png",
      "type": "Transparent PNG",
      "tool": "agent_remove_background",
      "note": "Reusable product or interface cutout with alpha channel.",
      "path": "public/assets/goforagent/landing-page/product-cutout.png"
    }
  ],
  "execution_order": [
    {
      "title": "Generate visual directions",
      "tool": "agent_generate_image"
    },
    {
      "title": "Create transparent cutouts",
      "tool": "agent_remove_background"
    },
    {
      "title": "Add launch motion",
      "tool": "agent_generate_video"
    }
  ],
  "status": "frontend_validation_only"
}

MCP request preview:
{
  "tool": "agent_create_asset_pack",
  "arguments": {
    "pack": "landing-page",
    "brief": "A developer tool that helps AI coding agents generate launch assets for SaaS projects. Target users are indie builders and AI product teams. Visual style: sharp, practical, modern, not playful.",
    "target_agent": "codex",
    "output_root": "public/assets/goforagent",
    "output_format": "asset_manifest",
    "tools": [
      "agent_create_asset_pack",
      "agent_generate_image",
      "agent_remove_background",
      "agent_generate_video"
    ],
    "expected_assets": [
      {
        "path": "public/assets/goforagent/landing-page/hero-16x9.webp",
        "type": "Hero image",
        "tool": "agent_generate_image"
      },
      {
        "path": "public/assets/goforagent/landing-page/feature-icons-sheet.webp",
        "type": "Feature icons",
        "tool": "agent_generate_image"
      },
      {
        "path": "public/assets/goforagent/landing-page/og-image.webp",
        "type": "OG image",
        "tool": "agent_generate_image"
      },
      {
        "path": "public/assets/goforagent/landing-page/product-cutout.png",
        "type": "Transparent PNG",
        "tool": "agent_remove_background"
      }
    ]
  }
}

Web builders

Landing Page Asset Pack

Create the visual set a new landing page needs before writing final copy.

Generate visual directions

Use image generation for the hero, icon set, and social image concepts.

agent_generate_image

Create transparent cutouts

Run remove-bg on product or generated visuals for reusable PNG assets.

agent_remove_background

Add launch motion

Generate a short motion prompt if the landing page needs a hero preview.

agent_generate_video

Expected outputs

Hero image direction in 16:9 and 4:3

Feature icon prompt set

OG image and social banner prompt

Transparent product cutout instructions

Asset manifest preview

A file plan the agent can follow after each generated asset is created.

Hero image

agent_generate_image

public/assets/goforagent/landing-page/hero-16x9.webp

Primary landing hero for desktop and social crops.

Feature icons

agent_generate_image

public/assets/goforagent/landing-page/feature-icons-sheet.webp

One sheet containing four consistent feature icons.

OG image

agent_generate_image

public/assets/goforagent/landing-page/og-image.webp

Open Graph and social preview image.

Transparent PNG

agent_remove_background

public/assets/goforagent/landing-page/product-cutout.png

Reusable product or interface cutout with alpha channel.

{
  "pack": {
    "id": "landing-page",
    "title": "Landing Page Asset Pack"
  },
  "brief": "A developer tool that helps AI coding agents generate launch assets for SaaS projects. Target users are indie builders and AI product teams. Visual style: sharp, practical, modern, not playful.",
  "target_agent": "codex",
  "output_root": "public/assets/goforagent",
  "assets": [
    {
      "file": "hero-16x9.webp",
      "type": "Hero image",
      "tool": "agent_generate_image",
      "note": "Primary landing hero for desktop and social crops.",
      "path": "public/assets/goforagent/landing-page/hero-16x9.webp"
    },
    {
      "file": "feature-icons-sheet.webp",
      "type": "Feature icons",
      "tool": "agent_generate_image",
      "note": "One sheet containing four consistent feature icons.",
      "path": "public/assets/goforagent/landing-page/feature-icons-sheet.webp"
    },
    {
      "file": "og-image.webp",
      "type": "OG image",
      "tool": "agent_generate_image",
      "note": "Open Graph and social preview image.",
      "path": "public/assets/goforagent/landing-page/og-image.webp"
    },
    {
      "file": "product-cutout.png",
      "type": "Transparent PNG",
      "tool": "agent_remove_background",
      "note": "Reusable product or interface cutout with alpha channel.",
      "path": "public/assets/goforagent/landing-page/product-cutout.png"
    }
  ],
  "execution_order": [
    {
      "title": "Generate visual directions",
      "tool": "agent_generate_image"
    },
    {
      "title": "Create transparent cutouts",
      "tool": "agent_remove_background"
    },
    {
      "title": "Add launch motion",
      "tool": "agent_generate_video"
    }
  ],
  "status": "frontend_validation_only"
}

MCP call preview

This is the target request shape for the later agent gateway, including the manifest file plan.

{
  "tool": "agent_create_asset_pack",
  "arguments": {
    "pack": "landing-page",
    "brief": "A developer tool that helps AI coding agents generate launch assets for SaaS projects. Target users are indie builders and AI product teams. Visual style: sharp, practical, modern, not playful.",
    "target_agent": "codex",
    "output_root": "public/assets/goforagent",
    "output_format": "asset_manifest",
    "tools": [
      "agent_create_asset_pack",
      "agent_generate_image",
      "agent_remove_background",
      "agent_generate_video"
    ],
    "expected_assets": [
      {
        "path": "public/assets/goforagent/landing-page/hero-16x9.webp",
        "type": "Hero image",
        "tool": "agent_generate_image"
      },
      {
        "path": "public/assets/goforagent/landing-page/feature-icons-sheet.webp",
        "type": "Feature icons",
        "tool": "agent_generate_image"
      },
      {
        "path": "public/assets/goforagent/landing-page/og-image.webp",
        "type": "OG image",
        "tool": "agent_generate_image"
      },
      {
        "path": "public/assets/goforagent/landing-page/product-cutout.png",
        "type": "Transparent PNG",
        "tool": "agent_remove_background"
      }
    ]
  }
}

MVP validation contract

Define the conversion signals before building the MCP package or gateway worker.

workflow_pack_selected

Pack interest

The user chooses a pack and target agent instead of browsing only single tools.

workflow_handoff_copied

Activation

The user copies a Codex, Cursor, or Claude packet and intends to run it in a real project.

workflow_manifest_copied

Integration intent

The user wants repo paths, expected assets, and tool names as a structured contract.

workflow_tool_opened

Tool conversion

The user leaves the runner for Image, Remove BG, or Video after selecting a workflow.

Event payload preview

{
  "event": "workflow_handoff_copied",
  "properties": {
    "pack_id": "landing-page",
    "pack_title": "Landing Page Asset Pack",
    "target_agent": "codex",
    "output_root": "public/assets/goforagent",
    "mature_tools": [
      "agent_generate_image",
      "agent_remove_background",
      "agent_generate_video"
    ],
    "expected_asset_count": 4,
    "gateway_status": "not_required_for_mvp"
  },
  "success_signal": "handoff_copied_then_dashboard_tool_opened",
  "gateway_trigger": "repeat_pack_usage_or_manual_steps_become_bottleneck"
}

Today's agent path

Copy Codex handoff

Use the target-specific packet instead of copying only the raw prompt.

Paste into the agent

Paste this packet as the next Codex task in the repo you want to update.

Run mature tools

Use Image, Remove BG, and Video dashboard routes today; keep catalog-only tools as planned assets.

Return manifest

Prefer repo-relative paths and a short verification note.

Current execution model

No orchestration worker yet

This runner defines the playbook and routes users to mature tools.

Existing endpoints only

Image, remove-bg, and video use the current common-saas Nuxt layer.

Prompt-first validation

The goal is to test whether users ask for packs before automating the full chain.

MCP-ready tool names

agent_create_asset_pack

agent_generate_image

agent_remove_background

agent_generate_video

These names match the intended MCP gateway contract. The runner uses existing dashboard tools until the gateway is justified by usage.

Gateway build gates

Repeated handoff copies

Users copy pack handoffs often enough that manual paste becomes the bottleneck.

Same accounts return

A meaningful share of users repeat the same pack or run more than one pack per project.

Mature tools convert

Image, Remove BG, and Video receive traffic from workflow starts instead of only direct dashboard visits.

Audit becomes necessary

Credits, task status, and file manifests need one shared backend record for support and billing.