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Affine Earth Math Court Remote

math_court

Affine.Earth math court. domain+role+source run LatticeDomainIntegration (geometry Ehrhart, chance QPR, algebra Connes, physics table, health, finance, integer industry courts, QMA 2-local / spin-glass / N-rep / permanent, QC-001..019 presented-config verifiers, QC-021 presented (k,Q), and affine_key Q-only expose). domain affine_key returns patoshi_expose + shors_qmt_witness + topological_shear; period_r carries an ECDLP scalar or is empty, never a shear label; no k. Empty domain returns the court catalog. Decimal strings on the wire. Floats refused.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
MNo
NNo
aNo
bNo
dNodecimal string
kNo
mNo
nNodecimal string
qNodecimal string
rNodecimal string
xNo
abNo
fxNo
fyNo
bobNo
endNo
bitsNo
maskNo
rho2No
roleNorole on that domain
wordNo
aliceNo
classNo
countNo
edgesNo
phaseNo
q_hexNo
spinsNo
startNo
stepsNo
tableNo
configNo
domainNobiosphere|geometry|chance|algebra|physics|qcd|health|finance|cs|fluids|disease|chemistry|material|pdb|gofirst|complex|rife|dynamo|qma_2local|qma_spinglass|qma_nrep|qma_permanent|qc_shor|qc_period|qc_grover|qc_qft|qc_qpe|qc_hhl|qc_dj|qc_bv|qc_simon|qc_ampamp|qc_ampest|qc_kickback|qc_walk|qc_vqe|qc_qaoa|qc_count|qc_teleport|qc_superdense|qc_bell|qc_topo|qc_pair|affine_key
factorNo
hiddenNo
markedNo
matrixNo
oracleNo
phasesNo
roundsNodecimal string
sourceNoattribution; absence is refused
answersNo
decodedNo
halfPowNo
queriesNo
cofactorNo
dilationNodecimal string
fractionNo
scenarioNobiosphere joint ledger: measured_2025|authorised_19408|gen3_filed_100000|orbital_data_centres
iterationsNo
constraintsNo
correctionsNo
polytope_idNo
proper_divisorsNo

TDQS

B3.4/5.0
Behavior4/5

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

With no annotations, the description carries the transparency burden and provides meaningful behavioral detail: domain+role+source drive the integration, empty domain returns a catalog, affine_key has a defined output shape, period_r carries an ECDLP scalar or is empty, never a shear label, and there is no k. It also discloses wire format constraints (decimal strings, floats refused). It omits auth or failure detail, but still adds substantial behavioral context beyond the schema.

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

Conciseness3/5

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

The description is information-dense and contains no filler, but it is a single dense paragraph with long parenthetical lists and heavy acronyms. It is not structured for easy scanning, and the most actionable constraints appear mid-way rather than being cleanly front-loaded.

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

Completeness2/5

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

For a tool with 54 optional string parameters, no output schema, and no annotations, this description is far from complete. It offers a useful discovery hint (empty domain returns catalog) and a few domain-specific behaviors, but it does not explain what inputs are required for each domain, what role values exist, how most parameters affect results, or what the response format is beyond the affine_key case.

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

Parameters2/5

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

Schema description coverage is very low (around 19%), so the description must compensate, and it only explains a few parameters: domain values, role, source, period_r, k, and affine_key behavior. The remaining 40+ parameters such as M, N, a, b, ab, fx, fy, bob, mask, rho2, etc. are left undocumented in both schema and description, which is a large gap.

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?

The description names a concrete operation: with domain, role, and source, the tool runs LatticeDomainIntegration, and the domain list gives concrete areas (geometry Ehrhart, chance QPR, algebra Connes, etc.). It is clear what the tool does, though it does not explicitly differentiate it from sibling verification tools such as verify_grover or verify_shor_witness.

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?

Useful conditions are present: empty domain returns the catalog, affine_key returns specific outputs, period_r has an ECDLP scalar or is empty, and decimal strings are required while floats are refused. However, the description does not explicitly state when to prefer a sibling verify_* tool over this court, so alternatives are only implicit.

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

C2.6/5.0
Disambiguation2/5

Many verify_* tools are distinct, but there are overlapping clusters: math_court duplicates execute_2local_hamiltonian, route_spin_glass_manifold, and the quantum verifiers; project_affine_key, expose, verify_presented_pair, and the optional affine exposes in other tools blur together; weather and geometry tools also overlap. The detailed descriptions help a human, but an agent would likely struggle to choose between equivalent-seeming entry points.

Naming Consistency2/5

Naming is mostly snake_case but otherwise inconsistent: some tools use dotted prefixes (atc.*, twin.robotics.*, weather.*), some use bare verbs (expose, lattice_op, math_court), some use noun phrases (corpus_bonds, feeds_catalog), and others mix prefixes with verbs (ide_rebuild_mesh, umc_resume). The verify_* family is consistent, but the overall set has no single predictable verb_noun pattern.

Tool Count2/5

49 tools is far above the typical well-scoped server size and includes multiple near-duplicate paths to the same law (math_court, execute_*, route_*, verify_*). While not quite 50+, the count still feels like a sprawling kitchen-sink rather than a deliberate minimal surface.

Completeness3/5

The toolset covers a surprisingly wide range: QC verifiers, QMA laws, affine projections, corpus reads, weather, UMC state, and robotics IK. However, there are notable gaps for such a broad surface: no general court case lifecycle beyond expose/seal, no corpus content search, and no way to manage or update sealed artifacts; several areas have only entry-point coverage.

Resources