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Forensic Brief

session_brief
Read-only

Single-call forensic colour brief generator. Runs coverage gap analysis, pulls best archive colours, checks for anachronisms, scores claim roles (anchor/support/analogue/provocation/reject), auto-rejects stubs, generates editorial argument, act structure, pull quote, closing line, and image prompt via Claude. This replaces chaining coverage_gap + archive_report_brief + anachronism_guard + resonance_index + evidence_gap separately. Input: title, audience, themes, archives, period, tone. Output: complete deliverable package ready for PDF or editorial use. Tone options: forensic (default), editorial, clinical, narrative.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
toneNoforensic | editorial | clinical | narrative
avoidNoThemes to suppress
titleNoBrief title e.g. 'The Colours of Pleasure'
themesYesResearch themes
archivesNoArchives to draw from
audienceNoTarget audience e.g. 'serious collector'
n_coloursNoNumber of colour cards (default 8)
period_endNoEnd year e.g. 1830
period_startNoStart year e.g. 1714
target_periodNoHistorical period e.g. 'Georgian England 1714-1830'
strict_sourcesNoOnly include entries with named primary sources
confidence_thresholdNoMin confidence 0-1 (default 0.6)
minimum_claim_strengthNoHard evidence-grade floor: A, B, C, D, or E. Never silently relaxed.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

TDQS

A4.9/5.0
Behavior5/5

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

Despite having only readOnlyHint=true annotation, the description reveals behavioral traits: it runs multiple analyses, auto-rejects stubs, generates several output components, and uses Claude. It adds context about the single-call nature without contradicting the read-only annotation.

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?

Four dense sentences, front-loaded with the main purpose, followed by capabilities, replacement note, and input/output. No fluff, every sentence earns its place.

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 13-parameter schema with full descriptions and an output schema, the description's summary of inputs/outputs and its explicit replacement guidance make it complete. It covers the tool's role and helps avoid unnecessary multi-tool calls.

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

Parameters4/5

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

Schema coverage is 100%, so baseline is 3. The description adds the default tone (forensic) and a high-level input list (title, audience, themes, archives, period, tone), which provides a convenient summary beyond the schema's individual field descriptions.

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?

The description opens with 'Single-call forensic colour brief generator' and enumerates specific capabilities (coverage gap analysis, anachronism checks, claim role scoring, etc.), clearly distinguishing it from sibling tools like coverage_gap and archive_report_brief by stating it replaces chaining them separately.

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?

It explicitly states 'This replaces chaining coverage_gap + archive_report_brief + anachronism_guard + resonance_index + evidence_gap separately,' which tells the agent when to use this tool instead of multiple alternatives. It also lists input fields and tone options for context.

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

A3.6/5.0
Disambiguation2/5

Several tool clusters perform near-identical functions: extract_image_colours, image_palette and palette_extract all extract dominant colours from images; colour_passport, colour_dna, colour_metrics and colour_cultural_risk all profile a single hex; and at least six compound 'complete package' tools (agent_brief, archive_report_brief, brand_report, design_session, image_brief, session_brief) overlap heavily in scope. The descriptions try to differentiate -- some even point to tool_guide for routing -- but the volume and similarity of clusters makes misselection likely.

Naming Consistency4/5

The vast majority of tools follow a clear domain_prefix_suffix pattern (colour_, palette_, archive_, brand_, accessibility_, project_) and within families naming is very disciplined (brand_guideline_specify/select/pdf/claims/status, project_get/list/versions/delete). However, a handful of outliers invert the order (extract_image_colours, ingest_image, render_colour_result, query_hex) and some descriptions reference tools that don't exist as endpoints (palette_from_concept, match_paint_system, get_colour_metrics).

Tool Count1/5

88 tools is far beyond any reasonable single-server surface, even for a platform spanning archives, branding, interiors and accessibility. The sheer number forces agents into a massive decision space, and many tools exist purely as convenience wrappers that replace chains of 3-6 other tools, suggesting aggressive consolidation was needed.

Completeness4/5

The surface covers an unusually broad domain -- archive search, colour science, palettes, branding, interiors, accessibility, image extraction, projects, and PDF/Word/Excel exports -- with very few dead ends for end-user workflows. Minor gaps: several compound-tool descriptions reference tools that no longer exist, and valid archive names are only discoverable via error messages rather than a dedicated listing endpoint.

Resources