agent_name stringclasses 4
values | input_text stringclasses 7
values | output_data unknown | duration_ms int64 26.4k 98.3k | model_id stringclasses 1
value |
|---|---|---|---|---|
vision | [image] | {
"description": "The craft item in the video appears to be a handbag. Here is a detailed description:\n\n**Type of Craft:**\nThe handbag seems to be made using a combination of sewing and embroidery techniques. The vibrant floral patterns suggest that embroidery might have been used to add the colorful details.\n\n*... | 98,285 | ggml-model-Q4_K_M.gguf |
cataloger | Analyze this embroidery item and create a catalog entry.
Image description: The craft item in the video appears to be a handbag. Here is a detailed description:
**Type of Craft:**
The handbag seems to be made using a combination of sewing and embroidery techniques. The vibrant floral patterns suggest that embroidery ... | {
"category": "fashion accessory",
"sub_category": "handbag",
"materials": [
"dark fabric (possibly cotton or canvas)",
"leather-like material for handles"
],
"colors": [
"various shades of pink",
"orange",
"yellow",
"green",
"blue",
"purple"
],
"estimated_size": "medium",
... | 38,875 | ggml-model-Q4_K_M.gguf |
copywriter | Write marketing copy for this embroidery item:
Category: fashion accessory / handbag
Materials: dark fabric (possibly cotton or canvas), leather-like material for handles
Colors: various shades of pink, orange, yellow, green, blue, purple
Size: medium
Complexity: moderate
Creator's notes: Hand-stitched floral pattern ... | {
"title": "Hand-Stitched Floral Handbag",
"short_desc": "A medium-sized handbag with a hand-stitched floral pattern on dark fabric and leather-like handles.",
"long_desc": "Introducing our hand-stitched floral handbag, a perfect fusion of modern style and traditional craftsmanship. This medium-sized bag features... | 78,126 | ggml-model-Q4_K_M.gguf |
pricer | Suggest a fair price range for this embroidery item:
Category: fashion accessory / handbag
Materials: dark fabric (possibly cotton or canvas), leather-like material for handles
Size: medium
Complexity: moderate
Material cost: $20.0
Time spent: 10.0 hours
MINIMUM price calculation:
- Materials: $20.0
- Labor (10.0h x ... | {
"suggested_price_min": 220,
"suggested_price_max": 300,
"reasoning": "The item is a medium-sized handbag with moderate complexity, made from dark fabric and leather-like material for handles. The material cost is $20, and the labor cost is $200 (10 hours x $20/hr). The suggested price should be at least $220 to... | 60,487 | ggml-model-Q4_K_M.gguf |
vision | [image] | {
"description": "The handmade craft item in the image appears to be a collection of colorful keychains or small decorative figures. Here is a detailed description:\n\n1. **Type of Craft**: The items seem to be made using a combination of sewing and embroidery techniques. The figures are likely crafted from fabric, w... | 40,560 | ggml-model-Q4_K_M.gguf |
cataloger | Analyze this sewing item and create a catalog entry.
Image description: The handmade craft item in the image appears to be a collection of colorful keychains or small decorative figures. Here is a detailed description:
1. **Type of Craft**: The items seem to be made using a combination of sewing and embroidery techni... | {
"category": "fashion accessory",
"sub_category": "keychain",
"materials": [
"fabric",
"felt",
"thread",
"beads",
"pom-poms"
],
"colors": [
"red",
"green",
"yellow",
"blue",
"purple",
"pink",
"black"
],
"estimated_size": "2-3 inches",
"tags": [
"keych... | 29,719 | ggml-model-Q4_K_M.gguf |
copywriter | Write marketing copy for this sewing item:
Category: fashion accessory / keychain
Materials: fabric, felt, thread, beads, pom-poms
Colors: red, green, yellow, blue, purple, pink, black
Size: 2-3 inches
Complexity: moderate
Creator's notes: Fabric keychain with felt and thread
Provide:
1. A catchy product title (under... | {
"title": "Handcrafted Fabric Keychain",
"short_desc": "A colorful, handmade keychain featuring fabric, felt, and thread.",
"long_desc": "Introducing our handcrafted fabric keychain, a perfect blend of vibrant colors and intricate craftsmanship. Made with love and care, this keychain is a must-have fashion acces... | 47,831 | ggml-model-Q4_K_M.gguf |
pricer | Suggest a fair price range for this sewing item:
Category: fashion accessory / keychain
Materials: fabric, felt, thread, beads, pom-poms
Size: 2-3 inches
Complexity: moderate
Material cost: $5.0
Time spent: 2.0 hours
MINIMUM price calculation:
- Materials: $5.0
- Labor (2.0h x $20/hr): $40
- Subtotal: $45
- The sugge... | {
"suggested_price_min": 45,
"suggested_price_max": 60,
"reasoning": "The item is a moderate complexity keychain with a fabric, felt, thread, beads, and pom-poms. The material cost is $5.0, and the labor cost is $40 (2.0h x $20/hr). The subtotal is $45. Adding a 20% profit margin, the suggested price range is $54... | 26,371 | ggml-model-Q4_K_M.gguf |
CraftPilot Agent Traces
Agent execution traces from CraftPilot, an AI-powered craft business assistant.
Each JSON file contains the full pipeline trace for one analysis run:
- Vision — image description
- Cataloger — structured metadata extraction
- Copywriter — product listing generation
- Pricer — pricing suggestion
Model: MiniCPM-V 2.6 (~8B) via llama.cpp. No cloud APIs.
Built for the Build Small Hackathon 2026 — Backyard AI track.
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