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Glama

Design Creation

td_design_creation

Generate design variations from a source image without writing prompts, filling collection gaps and building style-consistent ranges. Saves output files to disk and returns their paths.

Instructions

Design Creation: generate design variations from the source image. Variants: prime (recommended, 1-5 outputs), new (1-5), old (1-4), reference (1-5). Best for: generating fresh design variations from a reference image without writing prompts, e.g. filling gaps in a collection, building a style-consistent range or exploring concepts quickly. Result files are saved to disk and their paths returned.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dpiNoOutput resolution in ppi (72-500). Omit to keep the image's own resolution.
waitNoWait for the job and save the outputs (default true). false returns the task_id right after submit.
imageYesSource image: a local file path or an http(s) URL. PNG, JPEG or WebP, up to 80 MB and 5000 px per side.
variantNoMode: prime (Prime, Recommended), new (New), old (Old), reference (Reference). Required: pass the mode the user named. If the user did not name one, omit it and the tool returns the modes to show them; never choose for the user. Call describe_tool for what each option does.
categoryNoDesign Style: none (None, Recommended), Paisley (Paisley), Bandhani (Bandhani), Kanjeevaram (Kanjeevaram), Ikat (Ikat), Patola (Patola), Banarasi (Banarasi), Batik (Batik), Block Print (Block Print), Gota Patti (Gota Patti), Ajrakh (Ajrakh), Zari (Zari), Jamavar (Jamavar), Kantha (Kantha), Kalamkari (Kalamkari), Phulkari (Phulkari). Required: pass the mode the user named. If the user did not name one, omit it and the tool returns the modes to show them; never choose for the user. Call describe_tool for what each option does.
cfg_scaleNoold, Design Scale 1-9 (only with a Design Style). Default 5.5 with a Design Style (5.6 without).
creativityNoCreativity, shown to users as a percentage; send it as a decimal. new: 10-40% (0.1-0.4, recommended 30%, only with a Design Style). old: 10-95% (0.1-0.95, recommended 60%). Lower stays closer to the input.
output_dirNoFolder to save results in. Default: the folder of the input image (or the current directory for URL inputs). Files are never overwritten.
num_outputsNoNumber of Outputs: 1-5 (old: 1-4). Default 1 (reference: 3). On a Truly Unlimited plan every run makes one image.
color_paletteNoColor Palette. new: none, Sunset Glow, Ocean Breeze, Forest Mist, Lavender Dreams, Citrus Burst, Rainbow Splash, Cotton Candy, Deep Ocean. prime: none, light, dark, mono, dusky, contrast. Default none.
custom_colorsNonew, Custom Colors: up to 10 hex colours used as the palette (replaces color_palette).
estimate_onlyNoOnly return the credit estimate; nothing is uploaded or charged.
keep_style_sameNoprime, Keep same: Style. Default true. At most 2 Keep same options: with more, Placement, then Motifs, then Background are cleared (website priority).
review_settingsNoOmit it and the tool first asks whether to use the recommended settings or adjust them (unless the call already sets some). true: ask each setting one by one. false: run with the given or recommended settings without asking; pass it only after the user chose that.
timeout_secondsNoHow long to wait for the job before returning its task_id (default 240).
keep_motifs_sameNoprime, Keep same: Motifs (same motif shapes and subjects). Default false.
unlimited_bundleNoRequest the Unlimited bundle for this run (only has effect on Unlimited plans; the server decides).
keep_placement_sameNoprime, Keep same: Placement (same layout and motif positions). Default false.
keep_background_sameNoprime, Keep same: Background (exact background colour). Default false.
keep_closer_to_imageNonew / reference, Keep closer to image: constrain deviation from the input. Default true for new, false for reference.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.2

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=false, openWorldHint=true and non-idempotent, so the safety profile is covered. The description adds real value beyond that: results are written to disk and their paths returned, which tells the agent this is a side-effecting, file-producing operation. It does not mention credit consumption or rate limits, but with annotations present this is adequate.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, front-loaded with the core action, then the variant list, then usage and output behavior. The variant enumeration partially duplicates the schema, but the structure is efficient and nothing is buried.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With 20 parameters, no output schema and a write operation, the description covers the essentials by naming the return shape (saved file paths) and the variant modes. Missing only cost/credit awareness and disambiguation from td_design_generation, both of which an agent would want before invoking.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so all 20 parameters are already documented — including the per-variant output counts that the description repeats ('prime 1-5, new 1-5, old 1-4'). The description adds nearly nothing beyond what the schema states, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource — 'generate design variations from the source image' — and enumerates the variant modes. However, it never distinguishes itself from the near-identically named sibling td_design_generation, so an agent cannot tell from the text alone which of the two generation tools to pick.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

'Best for: generating fresh design variations from a reference image without writing prompts' plus concrete scenarios (filling collection gaps, style-consistent range, quick concept exploration) gives clear when-to-use context. There is no when-not-to-use guidance or explicit pointer to td_design_generation / td_sketch_to_design, which is the missing half.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.