Constrained cards vs unconstrained freehand — plumber

Profile

card-01

failed · QA fail

arm hero_tierexemplar —art card swiss-signal-redhero tier anthropic/claude-opus-4.8 → gpt-5.6-luna · High-Contrast Swiss: One overscale index numeral that crops at section edges and orders the conversion path.source fallbackregen 0

card-01failed

15,102 in8,852 out$0.1661 cost— workflow wall72.4s LLM call time

publish QA blocked (1 violations)

Step	Provider:model	Effort	Prompt variant	Tokens	Cost	Step wall time
`plan`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—
`art_direction`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—
`theme_emit`	openrouter:anthropic/claude-opus-4.8	—	landing	3,818 / 4,418	$0.1295	46.8s
`hero_continuation`	openai:gpt-5.6-luna	low	landing	7,307 / 3,074	$0.0258	16.6s
`page_generate`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_repair`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_judge`	openrouter:anthropic/claude-haiku-4.5	—	default	3,977 / 1,360	$0.0108	9.0s
`restyle`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—

Submitted profile JSON

{
  "name": "card-01",
  "workflowMode": "hero_tier",
  "steps": {
    "plan": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "restyle": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "honesty_judge": {
      "provider": "openrouter",
      "model": "anthropic/claude-haiku-4.5"
    },
    "theme_emit": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8",
      "promptVariant": "landing",
      "maxTokens": 7000,
      "timeoutMs": 300000
    },
    "hero_continuation": {
      "provider": "openai",
      "model": "gpt-5.6-luna",
      "effort": "low",
      "promptVariant": "landing",
      "maxTokens": 16000,
      "timeoutMs": 240000
    }
  }
}

Resolved run profile

[
  {
    "step": "plan",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  },
  {
    "step": "art_direction",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 1600,
    "temperature": 0.4,
    "timeoutMs": 90000
  },
  {
    "step": "theme_emit",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "landing",
    "maxTokens": 7000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "hero_continuation",
    "role": "generation",
    "provider": "openai",
    "model": "gpt-5.6-luna",
    "effort": "low",
    "promptVariant": "landing",
    "maxTokens": 16000,
    "temperature": 0.85,
    "timeoutMs": 240000
  },
  {
    "step": "page_generate",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_repair",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_judge",
    "role": "claims_judge",
    "provider": "openrouter",
    "model": "anthropic/claude-haiku-4.5",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 4096,
    "temperature": 0,
    "timeoutMs": 60000
  },
  {
    "step": "restyle",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  }
]

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Profile

card-02

failed · QA fail

arm hero_tierexemplar —art card heritage-forest-mustardhero tier anthropic/claude-opus-4.8 → gpt-5.6-luna · Warm Heritage Craft: One stamped maker-mark ring used as a crop frame, section seal, and restrained hover cue.source fallbackregen 0

card-02failed

16,405 in10,373 out$0.1973 cost— workflow wall81.7s LLM call time

publish QA blocked (1 violations)

Step	Provider:model	Effort	Prompt variant	Tokens	Cost	Step wall time
`plan`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—
`art_direction`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—
`theme_emit`	openrouter:anthropic/claude-opus-4.8	—	landing	3,822 / 5,513	$0.1569	57.0s
`hero_continuation`	openai:gpt-5.6-luna	low	landing	8,546 / 3,506	$0.0296	17.1s
`page_generate`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_repair`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_judge`	openrouter:anthropic/claude-haiku-4.5	—	default	4,037 / 1,354	$0.0108	7.6s
`restyle`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—

Submitted profile JSON

{
  "name": "card-02",
  "workflowMode": "hero_tier",
  "steps": {
    "plan": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "restyle": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "honesty_judge": {
      "provider": "openrouter",
      "model": "anthropic/claude-haiku-4.5"
    },
    "theme_emit": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8",
      "promptVariant": "landing",
      "maxTokens": 7000,
      "timeoutMs": 300000
    },
    "hero_continuation": {
      "provider": "openai",
      "model": "gpt-5.6-luna",
      "effort": "low",
      "promptVariant": "landing",
      "maxTokens": 16000,
      "timeoutMs": 240000
    }
  }
}

Resolved run profile

[
  {
    "step": "plan",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  },
  {
    "step": "art_direction",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 1600,
    "temperature": 0.4,
    "timeoutMs": 90000
  },
  {
    "step": "theme_emit",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "landing",
    "maxTokens": 7000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "hero_continuation",
    "role": "generation",
    "provider": "openai",
    "model": "gpt-5.6-luna",
    "effort": "low",
    "promptVariant": "landing",
    "maxTokens": 16000,
    "temperature": 0.85,
    "timeoutMs": 240000
  },
  {
    "step": "page_generate",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_repair",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_judge",
    "role": "claims_judge",
    "provider": "openrouter",
    "model": "anthropic/claude-haiku-4.5",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 4096,
    "temperature": 0,
    "timeoutMs": 60000
  },
  {
    "step": "restyle",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  }
]

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Profile

card-03

failed · QA fail

arm hero_tierexemplar —art card editorial-luxury-oxbloodhero tier anthropic/claude-opus-4.8 → gpt-5.6-luna · Editorial Luxury: A single hairline brass rule that becomes a crop mark, CTA underline, and section handoff.source fallbackregen 0

card-03failed

16,184 in10,214 out$0.1963 cost— workflow wall80.5s LLM call time

publish QA blocked (1 violations)

Step	Provider:model	Effort	Prompt variant	Tokens	Cost	Step wall time
`plan`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—
`art_direction`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—
`theme_emit`	openrouter:anthropic/claude-opus-4.8	—	landing	3,835 / 5,533	$0.1575	56.1s
`hero_continuation`	openai:gpt-5.6-luna	low	landing	8,430 / 3,003	$0.0264	14.8s
`page_generate`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_repair`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_judge`	openrouter:anthropic/claude-haiku-4.5	—	default	3,919 / 1,678	$0.0123	9.6s
`restyle`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—

Submitted profile JSON

{
  "name": "card-03",
  "workflowMode": "hero_tier",
  "steps": {
    "plan": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "restyle": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "honesty_judge": {
      "provider": "openrouter",
      "model": "anthropic/claude-haiku-4.5"
    },
    "theme_emit": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8",
      "promptVariant": "landing",
      "maxTokens": 7000,
      "timeoutMs": 300000
    },
    "hero_continuation": {
      "provider": "openai",
      "model": "gpt-5.6-luna",
      "effort": "low",
      "promptVariant": "landing",
      "maxTokens": 16000,
      "timeoutMs": 240000
    }
  }
}

Resolved run profile

[
  {
    "step": "plan",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  },
  {
    "step": "art_direction",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 1600,
    "temperature": 0.4,
    "timeoutMs": 90000
  },
  {
    "step": "theme_emit",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "landing",
    "maxTokens": 7000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "hero_continuation",
    "role": "generation",
    "provider": "openai",
    "model": "gpt-5.6-luna",
    "effort": "low",
    "promptVariant": "landing",
    "maxTokens": 16000,
    "temperature": 0.85,
    "timeoutMs": 240000
  },
  {
    "step": "page_generate",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_repair",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_judge",
    "role": "claims_judge",
    "provider": "openrouter",
    "model": "anthropic/claude-haiku-4.5",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 4096,
    "temperature": 0,
    "timeoutMs": 60000
  },
  {
    "step": "restyle",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  }
]

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Profile

card-04

failed · QA fail

card-04failed

15,663 in9,624 out$0.1782 cost— workflow wall73.7s LLM call time

publish QA blocked (1 violations)

Step	Provider:model	Effort	Prompt variant	Tokens	Cost	Step wall time
`plan`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—
`art_direction`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—
`theme_emit`	openrouter:anthropic/claude-opus-4.8	—	landing	3,818 / 4,779	$0.1386	49.1s
`hero_continuation`	openai:gpt-5.6-luna	low	landing	7,833 / 3,561	$0.0292	17.2s
`page_generate`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_repair`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_judge`	openrouter:anthropic/claude-haiku-4.5	—	default	4,012 / 1,284	$0.0104	7.4s
`restyle`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—

Submitted profile JSON

{
  "name": "card-04",
  "workflowMode": "hero_tier",
  "steps": {
    "plan": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "restyle": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "honesty_judge": {
      "provider": "openrouter",
      "model": "anthropic/claude-haiku-4.5"
    },
    "theme_emit": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8",
      "promptVariant": "landing",
      "maxTokens": 7000,
      "timeoutMs": 300000
    },
    "hero_continuation": {
      "provider": "openai",
      "model": "gpt-5.6-luna",
      "effort": "low",
      "promptVariant": "landing",
      "maxTokens": 16000,
      "timeoutMs": 240000
    }
  }
}

Resolved run profile

[
  {
    "step": "plan",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  },
  {
    "step": "art_direction",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 1600,
    "temperature": 0.4,
    "timeoutMs": 90000
  },
  {
    "step": "theme_emit",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "landing",
    "maxTokens": 7000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "hero_continuation",
    "role": "generation",
    "provider": "openai",
    "model": "gpt-5.6-luna",
    "effort": "low",
    "promptVariant": "landing",
    "maxTokens": 16000,
    "temperature": 0.85,
    "timeoutMs": 240000
  },
  {
    "step": "page_generate",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_repair",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_judge",
    "role": "claims_judge",
    "provider": "openrouter",
    "model": "anthropic/claude-haiku-4.5",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 4096,
    "temperature": 0,
    "timeoutMs": 60000
  },
  {
    "step": "restyle",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  }
]

result de7aeb71-9b02-436d-bff7-6a598222abc8 job 4f814d93-5d4d-483e-96e5-db68660d512f site bo-site-de7aeb71-9b02-436d-bff7-6a598222abc8

Profile

card-05

failed · QA fail

card-05failed

16,059 in9,639 out$0.1884 cost— workflow wall76.1s LLM call time

publish QA blocked (1 violations)

Step	Provider:model	Effort	Prompt variant	Tokens	Cost	Step wall time
`plan`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—
`art_direction`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—
`theme_emit`	openrouter:anthropic/claude-opus-4.8	—	landing	3,818 / 5,289	$0.1513	54.4s
`hero_continuation`	openai:gpt-5.6-luna	low	landing	8,192 / 3,066	$0.0266	14.8s
`page_generate`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_repair`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_judge`	openrouter:anthropic/claude-haiku-4.5	—	default	4,049 / 1,284	$0.0105	7.0s
`restyle`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—

Submitted profile JSON

{
  "name": "card-05",
  "workflowMode": "hero_tier",
  "steps": {
    "plan": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "restyle": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "honesty_judge": {
      "provider": "openrouter",
      "model": "anthropic/claude-haiku-4.5"
    },
    "theme_emit": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8",
      "promptVariant": "landing",
      "maxTokens": 7000,
      "timeoutMs": 300000
    },
    "hero_continuation": {
      "provider": "openai",
      "model": "gpt-5.6-luna",
      "effort": "low",
      "promptVariant": "landing",
      "maxTokens": 16000,
      "timeoutMs": 240000
    }
  }
}

Resolved run profile

[
  {
    "step": "plan",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  },
  {
    "step": "art_direction",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 1600,
    "temperature": 0.4,
    "timeoutMs": 90000
  },
  {
    "step": "theme_emit",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "landing",
    "maxTokens": 7000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "hero_continuation",
    "role": "generation",
    "provider": "openai",
    "model": "gpt-5.6-luna",
    "effort": "low",
    "promptVariant": "landing",
    "maxTokens": 16000,
    "temperature": 0.85,
    "timeoutMs": 240000
  },
  {
    "step": "page_generate",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_repair",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_judge",
    "role": "claims_judge",
    "provider": "openrouter",
    "model": "anthropic/claude-haiku-4.5",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 4096,
    "temperature": 0,
    "timeoutMs": 60000
  },
  {
    "step": "restyle",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  }
]

result f9ba04a2-31c9-4b04-a7d8-992bfcd341a9 job 6c6df479-961b-4c5a-bb9c-bdd34791564f site bo-site-f9ba04a2-31c9-4b04-a7d8-992bfcd341a9

Profile

baseline-control

failed · QA fail

arm baselineexemplar —art card industrial-charcoal-vermilionsource fallbackregen 0

baseline-controlfailed

11,121 in10,278 out$0.2719 cost— workflow wall103.7s LLM call time

publish QA blocked (1 violations)

Step	Provider:model	Effort	Prompt variant	Tokens	Cost	Step wall time
`plan`	openrouter:anthropic/claude-opus-4.8	—	default	1,690 / 1,524	$0.0466	20.4s
`art_direction`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—
`theme_emit`	openrouter:anthropic/claude-opus-4.8	—	landing	5,520 / 7,503	$0.2152	76.0s
`hero_continuation`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—
`page_generate`	openrouter:anthropic/claude-opus-4.8	—	landing	—	—	—
`honesty_repair`	openrouter:anthropic/claude-opus-4.8	—	landing	—	—	—
`honesty_judge`	openrouter:anthropic/claude-haiku-4.5	—	default	3,911 / 1,251	$0.0102	7.3s
`restyle`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—

Submitted profile JSON

{
  "name": "baseline-control",
  "workflowMode": "baseline",
  "steps": {
    "plan": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "restyle": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "honesty_judge": {
      "provider": "openrouter",
      "model": "anthropic/claude-haiku-4.5"
    },
    "theme_emit": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8",
      "promptVariant": "landing"
    },
    "page_generate": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8",
      "promptVariant": "landing"
    },
    "honesty_repair": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8",
      "promptVariant": "landing"
    }
  }
}

Resolved run profile

[
  {
    "step": "plan",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  },
  {
    "step": "art_direction",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 1600,
    "temperature": 0.4,
    "timeoutMs": 90000
  },
  {
    "step": "theme_emit",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "landing",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "hero_continuation",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 16000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "page_generate",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "landing",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_repair",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "landing",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_judge",
    "role": "claims_judge",
    "provider": "openrouter",
    "model": "anthropic/claude-haiku-4.5",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 4096,
    "temperature": 0,
    "timeoutMs": 60000
  },
  {
    "step": "restyle",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  }
]

result 18b03207-ae94-4bac-a26b-cbefa5dcadde job 4c85e774-6543-4882-82f5-f001c08d34de site bo-site-18b03207-ae94-4bac-a26b-cbefa5dcadde

Profile

freehand-opus

failed · QA fail

arm wireframe_freehandexemplar —wireframe/freehand anthropic/claude-haiku-4.5 → anthropic/claude-opus-4.8 · designer anthropic/claude-opus-4.8 · safe-site fallbacksource fallbackregen 0

freehand-opusfailed

8,990 in18,625 out$0.3916 cost— workflow wall181.9s LLM call time

publish QA blocked (1 violations)

Step	Provider:model	Effort	Prompt variant	Tokens	Cost	Step wall time
`plan`	openrouter:anthropic/claude-haiku-4.5	low	default	685 / 3,324	$0.0173	24.5s
`art_direction`	openrouter:anthropic/claude-opus-4.8	high	default	—	—	—
`theme_emit`	openrouter:anthropic/claude-opus-4.8	high	default	4,370 / 13,599	$0.3618	148.4s
`hero_continuation`	openrouter:anthropic/claude-opus-4.8	high	default	—	—	—
`page_generate`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_repair`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_judge`	openrouter:anthropic/claude-haiku-4.5	—	default	3,935 / 1,702	$0.0124	8.9s
`restyle`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—

Submitted profile JSON

{
  "name": "freehand-opus",
  "workflowMode": "wireframe_freehand",
  "steps": {
    "plan": {
      "provider": "openrouter",
      "model": "anthropic/claude-haiku-4.5",
      "effort": "low"
    },
    "theme_emit": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8",
      "effort": "high",
      "timeoutMs": 420000
    },
    "restyle": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "honesty_judge": {
      "provider": "openrouter",
      "model": "anthropic/claude-haiku-4.5"
    }
  }
}

Resolved run profile

[
  {
    "step": "plan",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-haiku-4.5",
    "effort": "low",
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  },
  {
    "step": "art_direction",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": "high",
    "promptVariant": "default",
    "maxTokens": 1600,
    "temperature": 0.4,
    "timeoutMs": 90000
  },
  {
    "step": "theme_emit",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": "high",
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 420000
  },
  {
    "step": "hero_continuation",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": "high",
    "promptVariant": "default",
    "maxTokens": 16000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "page_generate",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_repair",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_judge",
    "role": "claims_judge",
    "provider": "openrouter",
    "model": "anthropic/claude-haiku-4.5",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 4096,
    "temperature": 0,
    "timeoutMs": 60000
  },
  {
    "step": "restyle",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  }
]

result 22230a14-e91b-4f85-b31f-32820b5bd480 job 6321ef0f-88e1-435a-8e55-b65427b2084c site bo-site-22230a14-e91b-4f85-b31f-32820b5bd480

Profile

freehand-fable

failed · QA fail

arm wireframe_freehandexemplar —wireframe/freehand anthropic/claude-haiku-4.5 → anthropic/claude-fable-5 · designer anthropic/claude-fable-5 · safe-site fallbacksource fallbackregen 0

freehand-fablefailed

19,051 in36,286 out$1.6223 cost— workflow wall366.3s LLM call time

publish QA blocked (1 violations)

Step	Provider:model	Effort	Prompt variant	Tokens	Cost	Step wall time
`plan`	openrouter:anthropic/claude-haiku-4.5	low	default	1,970 / 4,006	$0.0220	33.0s
`art_direction`	openrouter:anthropic/claude-fable-5	high	default	—	—	—
`theme_emit`	openrouter:anthropic/claude-fable-5	high	default	8,932 / 29,809	$1.5798	318.6s
`hero_continuation`	openrouter:anthropic/claude-fable-5	high	default	—	—	—
`page_generate`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_repair`	anthropic:claude-opus-4-8	—	default	—	—	—
`honesty_judge`	openrouter:anthropic/claude-haiku-4.5	—	default	8,149 / 2,471	$0.0205	14.7s
`restyle`	openrouter:anthropic/claude-opus-4.8	—	default	—	—	—

Submitted profile JSON

{
  "name": "freehand-fable",
  "workflowMode": "wireframe_freehand",
  "steps": {
    "plan": {
      "provider": "openrouter",
      "model": "anthropic/claude-haiku-4.5",
      "effort": "low"
    },
    "theme_emit": {
      "provider": "openrouter",
      "model": "anthropic/claude-fable-5",
      "effort": "high",
      "timeoutMs": 420000
    },
    "restyle": {
      "provider": "openrouter",
      "model": "anthropic/claude-opus-4.8"
    },
    "honesty_judge": {
      "provider": "openrouter",
      "model": "anthropic/claude-haiku-4.5"
    }
  }
}

Resolved run profile

[
  {
    "step": "plan",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-haiku-4.5",
    "effort": "low",
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  },
  {
    "step": "art_direction",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-fable-5",
    "effort": "high",
    "promptVariant": "default",
    "maxTokens": 1600,
    "temperature": 0.4,
    "timeoutMs": 90000
  },
  {
    "step": "theme_emit",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-fable-5",
    "effort": "high",
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 420000
  },
  {
    "step": "hero_continuation",
    "role": "generation",
    "provider": "openrouter",
    "model": "anthropic/claude-fable-5",
    "effort": "high",
    "promptVariant": "default",
    "maxTokens": 16000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "page_generate",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_repair",
    "role": "generation",
    "provider": "anthropic",
    "model": "claude-opus-4-8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 20000,
    "temperature": 0.85,
    "timeoutMs": 300000
  },
  {
    "step": "honesty_judge",
    "role": "claims_judge",
    "provider": "openrouter",
    "model": "anthropic/claude-haiku-4.5",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 4096,
    "temperature": 0,
    "timeoutMs": 60000
  },
  {
    "step": "restyle",
    "role": "plan",
    "provider": "openrouter",
    "model": "anthropic/claude-opus-4.8",
    "effort": null,
    "promptVariant": "default",
    "maxTokens": 8192,
    "temperature": 0.2,
    "timeoutMs": 120000
  }
]

result 18d1071c-4a03-4d20-a55e-eb8c763b13f8 job d9066f13-2b28-4a47-8b8b-26f729c40e47 site bo-site-18d1071c-4a03-4d20-a55e-eb8c763b13f8

Workflow provenance

Git SHA: 7755bdf
Captured: Jul 16, 2026, 9:58 AM UTC

startValidate business data; mark the job and bakeoff result running.
pipeline / planBuild the full SEO page plan through the selected plan profile.
pipeline / generateGenerate the homepage theme and scoped pages, repairing or falling back safely.
pipeline / assembleAssemble raw HTML/CSS/JS with shared SEO, navigation, business facts, and legal pages.
pipeline / auditRun deterministic QA plus the independent honesty judge.
pipeline / writeWrite the validated mutable draft and its source/provenance artifacts to tenant R2.
finishFinalize generation job, site metadata, and page rows in D1.
domainsBest-effort domain candidate discovery used by the real claim path.
bakeoff-finalizeBakeoff-only: publish an immutable preview snapshot and roll up LLM usage.