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DeltaSignal ATLAS-7

DeltaSignal Coinbase perp calculation history

deltasignal_coinbase_perp_calculation_history
Read-onlyIdempotent

Use this read-only tool to retrieve Coinbase INTX perp market-factor history assembled from persisted recorder evidence. It returns venue-pure calculation-history rows with contract identity, ATLAS-shaped factor fields, deltas, quality state, and optional full market inputs or lineage. Parameters: optional product or underlying_ticker filters, source_date or source_date_from/source_date_to, mode=compact|full, limit, and offset. Behavior: read-only and idempotent with no destructive side effects; it does not fetch live exchange data on demand, place trades, or mutate recorder state.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modeNoOptional response mode: compact or full.
limitNoMaximum calculation-history rows to return. Defaults to 25 and is capped at 100 through MCP.
offsetNoPagination offset over calculation-history rows.
productNoOptional Coinbase INTX product_id or contract_symbol filter, for example AI-PERP-INTX.
source_dateNoOptional exact source date in YYYY-MM-DD format.
source_date_toNoOptional inclusive source-date upper bound in YYYY-MM-DD format.
source_date_fromNoOptional inclusive source-date lower bound in YYYY-MM-DD format.
underlying_tickerNoOptional underlying ticker filter, for example AI or COIN50.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesCoinbase INTX perp market-factor history assembled from persisted venue-pure recorder evidence.
provenanceYesTraceability information for the MCP tool response.
mcp_summaryYesConcise high-signal summary of the tool response. Maximum 140 characters.
usage_metadataNoPerformance and estimated cost metadata for this MCP tool call.
suggested_follow_upsYesConcrete next MCP calls an agent can run to continue the workflow.

TDQS

A4.5/5.0
Behavior5/5

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

Annotations already mark readOnly=true, idempotentHint=true, and destructiveHint=false, but the description adds meaningful context beyond these: it explicitly states the tool is read-only and idempotent, and further clarifies it does not fetch live exchange data on demand, place trades, or mutate recorder state. It also mentions the data is 'assembled from persisted recorder evidence,' providing useful behavioral context about data sourcing.

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 a compact, well-structured three-sentence block. It front-loads the purpose, then lists return contents and parameters, and ends with behavioral constraints. Every sentence earns its place, and the length is appropriate for a tool with 8 parameters.

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 complexity (8 parameters, 0 required) and an existing output schema, the description covers the essential aspects: what it returns, what filters are available, and what side effects it avoids. It also notes optional full market inputs/lineage, which informs the agent about output modes. No major gaps are apparent.

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 the baseline is 3. The description enumerates parameter groups (product/underlying_ticker, source_date/range, mode, limit, offset) but does not add meaning beyond what the schema already provides. It simply restates them in prose without clarifying when to use one filter over another or additional semantics.

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 clearly states it retrieves Coinbase INTX perp market-factor history assembled from persisted recorder evidence, with specific details about returned rows (venue-pure, contract identity, ATLAS-shaped factor fields, deltas, quality state, optional inputs/lineage). This distinguishes it from sibling tools like deltasignal_coinbase_perp_factors or deltasignal_coinbase_perp_rankings, which target different resources.

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?

The description provides clear context: it is for historical calculation data from persisted evidence, and it explicitly states it does not fetch live exchange data, place trades, or mutate recorder state, signaling when not to use it. However, it does not name alternative tools or provide explicit when-to-use vs when-not-to-use comparisons beyond the exclusion of live data.

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

C2.8/5.0
Disambiguation2/5

The tool set has extensive overlap: natural-language variants duplicate raw JSON tools (e.g., deltasignal_covenant_stress vs deltasignal_covenant_stress_natural), composite workflow tools duplicate low-level screens (deltasignal_alpha_sweep vs deltasignal_alpha_opportunities), and the atlas7_* and deltasignal_* prefixes repeat the same concepts (e.g., atlas7_covenant_stress vs deltasignal_covenant_stress). An agent would likely struggle to pick the right tool for a given intent.

Naming Consistency2/5

Three distinct prefixes (atlas7_, deltasignal_, strategix_) are used, and duplicate tool names appear across prefixes (e.g., atlas7_readiness vs deltasignal_readiness). Verb patterns are inconsistent, mixing nouns and verbs (atlas7_archive_search, deltasignal_thesis_create, deltasignal_morning_brief_natural), and there is no clear rule for raw, natural, composite, or resolver variants.

Tool Count1/5

With 81 tools, the server is massively over-scoped. Many are near-duplicates or overlapping composites; the core domain likely needs 20-30 tools at most. The count is far beyond what an agent can reasonably navigate, and it indicates a failure to consolidate or version the surface.

Completeness3/5

The set covers a broad range of functionality: screening, stress, alpha, peer comparison, history, tripcode resolution, synthetic ETF state, and thesis monitoring. However, there are lifecycle gaps (e.g., thesis_create has no corresponding update/delete, and the atlas7 vs deltasignal split leaves no unified surface). The duplication suggests comprehensive coverage in some areas and awkward holes in others.