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Glama

pronto-stream

by io.github.nmxmxh

get_fused_signal

Read-onlyIdempotent

Compute derived intelligence products from the live wire. Each result states the method it implements and cites the signals it was computed from; a source row with no citation is labelled as such.

Pick one from the product enum, or omit it for everything the current window supports. A product absent from the output has no live inputs right now — list_fusion_products states the whole catalogue and does not depend on the window.

Cross-source products exist only because independent publishers are time-aligned on one wire; no upstream API emits them. seismic_solution_consensus is the sharpest case: several national agencies locate one earthquake and it reports how far apart their solutions are, in magnitude, depth and true three-dimensional hypocentre. Read it before acting on any single magnitude — agencies routinely differ by half a unit while an event is still being located, which is a factor of five in energy.

recession_risk_12m and sahm_recession_indicator disagree on purpose: the first forecasts, the second says a downturn has probably already begun. Read both.

Some indicators are included from the Team plan. A response that withheld one says so on a NOTE line naming what and why, so an absence is never mistaken for a quiet wire.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
productNoOne product to compute. Omit for every product the current window supports.

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed1 schema field changed
    • changedInput schema / properties / product / enum
      Previous value: -[
-  "air_quality_health_index",
-  "aviation_network_stress",
-  "compound_hazard_convergence",
-  "crypto_cross_rate_dislocation",
-  "cyber_exploitation_risk",
-  "cyber_physical_exposure",
-  "epidemic_growth_rate",
-  "felt_intensity",
-  "fire_danger_index",
-  "fx_reference_rate_consistency",
-  "generation_mix_diversity",
-  "global_news_attention",
-  "grid_carbon_arbitrage",
-  "macro_stress_index",
-  "measles_immunity_gap",
-  "neo_kinetic_energy",
-  "news_response_latency",
-  "preston_health_efficiency",
-  "recession_risk_12m",
-  "research_momentum",
-  "sahm_recession_indicator",
-  "sea_state_index",
-  "seismic_activity_cluster",
-  "seismic_energy_release",
-  "seismic_population_exposure",
-  "seismic_solution_consensus",
-  "sovereign_debt_dynamics",
-  "space_weather_ops",
-  "taylor_rule_policy_gap",
-  "thermal_stress_index",
-  "uv_exposure_index",
-  "wbgt_heat_stress"
-]New value: +[
+  "air_quality_health_index",
+  "aviation_network_stress",
+  "compound_hazard_convergence",
+  "crypto_cross_rate_dislocation",
+  "cyber_exploitation_risk",
+  "cyber_physical_exposure",
+  "disease_burden_distribution",
+  "epidemic_growth_rate",
+  "felt_intensity",
+  "fire_danger_index",
+  "fx_fixing_drift",
+  "fx_reference_rate_consistency",
+  "generation_mix_diversity",
+  "global_news_attention",
+  "grid_carbon_arbitrage",
+  "insider_filing_cluster",
+  "macro_stress_index",
+  "measles_immunity_gap",
+  "neo_kinetic_energy",
+  "news_response_latency",
+  "preston_health_efficiency",
+  "recession_risk_12m",
+  "research_momentum",
+  "sahm_recession_indicator",
+  "sea_state_index",
+  "seismic_activity_cluster",
+  "seismic_energy_release",
+  "seismic_population_exposure",
+  "seismic_solution_consensus",
+  "sovereign_debt_dynamics",
+  "space_weather_ops",
+  "taylor_rule_policy_gap",
+  "thermal_stress_index",
+  "uv_exposure_index",
+  "wbgt_heat_stress"
+]
  2. Changed2 schema fields changed
    • changedInput schema / properties / product / description
      Previous value: -"Filter to one product: space_weather_ops, recession_risk_12m, sahm_recession_indicator, air_quality_health_index, cyber_exploitation_risk, cyber_physical_exposure, thermal_stress_index, wbgt_heat_stress, sea_state_index, seismic_energy_release, seismic_activity_cluster, seismic_solution_consensus, felt_intensity, seismic_population_exposure, news_response_latency, macro_stress_index, uv_exposure_index, grid_carbon_arbitrage, generation_mix_diversity, sovereign_debt_dynamics, taylor_rule_policy_gap, fx_reference_rate_consistency, crypto_cross_rate_dislocation, fire_danger_index, aviation_network_stress, epidemic_growth_rate, measles_immunity_gap, preston_health_efficiency, neo_kinetic_energy, research_momentum, global_news_attention, or compound_hazard_convergence. Omit for all available products."New value: +"One product to compute. Omit for every product the current window supports."
    • addedInput schema / properties / product / enum
      Added value: +[
+  "air_quality_health_index",
+  "aviation_network_stress",
+  "compound_hazard_convergence",
+  "crypto_cross_rate_dislocation",
+  "cyber_exploitation_risk",
+  "cyber_physical_exposure",
+  "epidemic_growth_rate",
+  "felt_intensity",
+  "fire_danger_index",
+  "fx_reference_rate_consistency",
+  "generation_mix_diversity",
+  "global_news_attention",
+  "grid_carbon_arbitrage",
+  "macro_stress_index",
+  "measles_immunity_gap",
+  "neo_kinetic_energy",
+  "news_response_latency",
+  "preston_health_efficiency",
+  "recession_risk_12m",
+  "research_momentum",
+  "sahm_recession_indicator",
+  "sea_state_index",
+  "seismic_activity_cluster",
+  "seismic_energy_release",
+  "seismic_population_exposure",
+  "seismic_solution_consensus",
+  "sovereign_debt_dynamics",
+  "space_weather_ops",
+  "taylor_rule_policy_gap",
+  "thermal_stress_index",
+  "uv_exposure_index",
+  "wbgt_heat_stress"
+]
  3. Changed1 schema field changed
    • changedInput schema / properties / product / description
      Previous value: -"Filter to one product: space_weather_ops, recession_risk_12m, sahm_recession_indicator, air_quality_health_index, cyber_exploitation_risk, cyber_physical_exposure, thermal_stress_index, wbgt_heat_stress, sea_state_index, seismic_energy_release, seismic_activity_cluster, macro_stress_index, uv_exposure_index, grid_carbon_arbitrage, generation_mix_diversity, sovereign_debt_dynamics, taylor_rule_policy_gap, fx_reference_rate_consistency, crypto_cross_rate_dislocation, fire_danger_index, aviation_network_stress, epidemic_growth_rate, measles_immunity_gap, preston_health_efficiency, neo_kinetic_energy, research_momentum, global_news_attention, or compound_hazard_convergence. Omit for all available products."New value: +"Filter to one product: space_weather_ops, recession_risk_12m, sahm_recession_indicator, air_quality_health_index, cyber_exploitation_risk, cyber_physical_exposure, thermal_stress_index, wbgt_heat_stress, sea_state_index, seismic_energy_release, seismic_activity_cluster, seismic_solution_consensus, felt_intensity, seismic_population_exposure, news_response_latency, macro_stress_index, uv_exposure_index, grid_carbon_arbitrage, generation_mix_diversity, sovereign_debt_dynamics, taylor_rule_policy_gap, fx_reference_rate_consistency, crypto_cross_rate_dislocation, fire_danger_index, aviation_network_stress, epidemic_growth_rate, measles_immunity_gap, preston_health_efficiency, neo_kinetic_energy, research_momentum, global_news_attention, or compound_hazard_convergence. Omit for all available products."
  4. Changed1 schema field changed
    • changedInput schema / properties / product / description
      Previous value: -"Filter to one product: space_weather_ops, recession_risk_12m, sahm_recession_indicator, air_quality_health_index, cyber_exploitation_risk, cyber_physical_exposure, thermal_stress_index, wbgt_heat_stress, sea_state_index, seismic_energy_release, seismic_activity_cluster, macro_stress_index, uv_exposure_index, grid_carbon_arbitrage, generation_mix_diversity, sovereign_debt_dynamics, taylor_rule_policy_gap, fx_reference_rate_consistency, fire_danger_index, aviation_network_stress, epidemic_growth_rate, measles_immunity_gap, preston_health_efficiency, neo_kinetic_energy, research_momentum, global_news_attention, or compound_hazard_convergence. Omit for all available products."New value: +"Filter to one product: space_weather_ops, recession_risk_12m, sahm_recession_indicator, air_quality_health_index, cyber_exploitation_risk, cyber_physical_exposure, thermal_stress_index, wbgt_heat_stress, sea_state_index, seismic_energy_release, seismic_activity_cluster, macro_stress_index, uv_exposure_index, grid_carbon_arbitrage, generation_mix_diversity, sovereign_debt_dynamics, taylor_rule_policy_gap, fx_reference_rate_consistency, crypto_cross_rate_dislocation, fire_danger_index, aviation_network_stress, epidemic_growth_rate, measles_immunity_gap, preston_health_efficiency, neo_kinetic_energy, research_momentum, global_news_attention, or compound_hazard_convergence. Omit for all available products."
  5. First observed

TDQS

A5/5.0
Behavior5/5

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

With readOnlyHint, openWorldHint, and idempotentHint already marking the tool as safe, the description goes further by disclosing result provenance, the absence semantics for product values, the NOTE line for plan-related withholding, and the fact that cross-source products are synthetic rather than emitted by an upstream API.

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?

The description is substantial but every paragraph earns its place. It is front-loaded with the core compute/citation behavior, then covers parameter omission, alternative catalogue tooling, important use-case caveats, and the plan-withholding NOTE behavior — all without boilerplate.

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 that there is no output schema, the description successfully carries the full behavioral burden: it explains what results contain, how sources are labelled, what absence means, how plan withholding is surfaced, and which sibling tool covers the complete catalogue. This is sufficient for an agent to invoke and interpret the result correctly.

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

Parameters5/5

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

Although the schema already documents the product enum well, the description adds key behavioral meaning: omitting the parameter returns everything the current window supports, an absent product means no live inputs, and some indicators may be withheld due to plan restrictions with a NOTE line explaining the omission.

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 a specific verb and resource: 'Compute derived intelligence products from the live wire.' It clearly distinguishes the tool from raw-signal and catalogue-list siblings by emphasizing that each result cites the signals it was computed from and labels uncited rows.

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 tells the agent to pick one enum value or omit it for everything supported, and directs the reader to list_fusion_products when a window-independent catalogue is needed. It also gives concrete advisory guidance for specific products, such as reading seismic_solution_consensus before acting on a single magnitude and reading both recession products.

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

All pronto-stream toolsInspect
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TDQS

A4.7/5.0
Disambiguation5/5

Each tool targets a distinct operation: the two facet-listing tools are explicitly differentiated as quick manifest vs exhaustive listing, and search_signals vs scope_signals is cleanly split between lexical search and facet filtering. The billing/payment tools also form a clear lifecycle with no overlapping responsibilities.

Naming Consistency5/5

All tools follow a consistent verb_noun snake_case pattern: get_* and list_* for reads, and action verbs like register_agent, open_payment, settle_payment, scope_signals, search_signals for operations. No mixed casing or inconsistent verb styles.

Tool Count5/5

15 tools is at the upper edge of the well-scoped range but each tool earns its place: five cover data retrieval, four cover discovery/metadata, and five cover identity/billing. No redundant or filler tools.

Completeness5/5

The surface covers the full workflow for the stated domain: discover vocabulary, search/scope the live wire, retrieve individual signals and related signals, compute fused products, register an identity, and purchase/activate a plan. The only apparent omissions, such as cancellation, are outside the described prepaid self-service flow.

Resources