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Full Design Session — Concept to Complete Palette

design_session
Read-only

One-call compound tool. Submit a concept, medium, audience, and constraints — receive a complete design package: historically grounded palette, cultural narrative, commercial paint matches, WCAG accessibility check, illuminant behaviour, and a ready-made image generation prompt. Replaces chaining query_conceptual + palette_from_concept + colour_story + match_paint_system + accessibility_check + get_colour_metrics. Use when an AI agent or user needs a complete, deployable colour direction in a single call. Not for iterative refinement — use individual tools for that. The result already carries the rendered palette and its PNG, PDF, ASE, JSON and CSS downloads -- show them to the customer. Never present the archive anchors a colour was derived from as the colours you are recommending. If you go on to choose a final palette OF YOUR OWN from this evidence, call palette_finalize once with those exact colours so the customer can see and download what you actually recommended.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
avoidNoArchive names or colour terms to exclude e.g. ['neon', 'ScreenDigital']
mediumNoApplication context e.g. 'interior', 'brand identity', 'fashion', 'digital', 'print'general
conceptYesCultural theme, mood, or brief e.g. 'Victorian mourning', 'Ottoman court', 'Scandinavian minimal'
n_coloursNoPalette size (default 5, max 8)
include_promptNoInclude image generation prompt (default true)
include_accessibilityNoInclude WCAG contrast check (default true)
include_paint_matchesNoInclude commercial paint matches (default true)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

TDQS

A4.7/5.0
Behavior5/5

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

Annotations carry readOnlyHint=true, and the description is consistent with that while adding substantial behavioral context: the result contains rendered palette plus PNG/PDF/ASE/JSON/CSS downloads, archive anchors must not be presented as recommended colours, and palette_finalize must be called if the agent chooses its own final palette. No contradiction.

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

Conciseness5/5

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

Longer than average, but every sentence earns its place: compound nature, deliverables, replacement relationships, use condition, exclusion, download artifacts, and an important anti-hallucination warning are all front-loaded and dense. No filler.

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

Completeness5/5

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

Given the tool's high complexity, seven parameters, many siblings, and an output schema that covers return structure, the description is complete: it covers when, why, what to show, what to avoid, and what follow-up call to make. Nothing essential is missing.

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 coverage is 100%, so the schema fully documents concept, medium, avoid, n_colours, and the include_* flags; the description adds little parameter-level meaning. The mention of 'audience' is slightly ambiguous because no audience parameter exists, but this does not seriously undermine the schema-documented parameters.

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

Purpose5/5

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

States a specific compound action—submit a concept/medium/audience/constraints and receive a complete design package—and names the exact single-purpose tools it replaces (query_conceptual, palette_from_concept, colour_story, match_paint_system, accessibility_check, get_colour_metrics), making it unmistakable versus the sibling tools.

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

Usage Guidelines5/5

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

Explicitly says when to use it: when a complete, deployable colour direction is needed in a single call, and when not: not for iterative refinement, for which individual tools should be used. It also directs the agent to call palette_finalize if it picks its own final palette from the evidence.

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

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TDQS

A3.8/5.0
Disambiguation2/5

With 88 tools, there is substantial overlap: colour_passport vs colour_dna vs colour_metrics vs colour_cultural_risk are explicit components of the same object; palette_concept vs palette_strict vs palette_generate vs palette_heritage overlap heavily; and four image extraction tools exist (extract_image_colours, image_palette, palette_extact, ingest_image). Although descriptions are detailed and tool_guide exists, an agent will frequently struggle to select the correct tool unambiguously.

Naming Consistency5/5

Nearly all tools follow a consistent snake_case noun_verb or domain-prefixed pattern (colour_*, palette_*, brand_*, archive_*, project_*, accessibility_*). The naming is uniform and predictable, with no mixing of styles or verb conventions across the set.

Tool Count1/5

88 tools is an extreme count for an MCP server. Even honoring the broad domain, the rubric places 50+ at the extreme end, and the high overlap between compound and individual tools suggests many could be consolidated or exposed as sub-resources rather than top-level tools.

Completeness5/5

The tool surface covers the full colour lifecycle: lookup, analysis, palettes, brand systems, accessibility, image extraction, interior design, archival research, reports, PDF generation, and project management. Workflows have clear entry points and few dead ends, and the presence of compound tools further closes integration gaps.

Resources