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DeltaSignal ATLAS-7

DeltaSignal article thesis map

deltasignal_article_thesis_map
Read-onlyIdempotent

Use this read-only synthesis tool when a subscriber gives Codex or Claude Code a DeltaSignal article TripCode and asks for the thesis map behind the article. Parameters: pass article_tripcode or tripcode, optional prior_article_tripcodes, linked_xbrl_tripcodes, filing_tripcodes, and ticker. For HUT, the MVP can use the seeded HUT filing pack when no filing_tripcodes are supplied. Behavior: idempotent and evidence-scoped with no destructive side effects. It resolves the TF-SUB article object when Azure Blob is configured, compares linked TF-XBRL filing evidence, marks missing live ATLAS evidence explicitly, and returns the eight required thesis-map sections. It does not call Grok, does not invent evidence, does not mutate Substack or Azure Blob, and does not treat TripCodes as official SEC identities.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cikNoSEC CIK, with or without CIK prefix.
titleNoOptional current article title.
issuerNoIssuer ticker or short symbol. Prefer ticker for public companies.
tickerNoIssuer ticker. HUT is the seeded MVP ticker.
companyNoSEC registrant company name.
tripcodeNoOptional TF-SUB article TripCode alias. Prefer article_tripcode.
filing_dateNoSEC filing date.
filing_typeNoSEC form type such as 10-Q or 8-K.
report_dateNoSEC report date or period end.
thesis_lineNoOptional current article thesis line.
filing_periodNoNormalized filing period such as 2026-Q1.
xbrl_instanceNoXBRL instance document reference when available.
primary_filingNoPrimary SEC filing document reference.
research_riverNoOptional prior TF-SUB article TripCodes linked to this filing object.
river_tripcodesNoOptional linked TF-RIVER TripCodes.
accession_numberNoSEC accession number when the object is filing-specific.
article_tripcodeNoOptional TF-SUB article node TripCode from the article subtitle.
comparison_focusNoOptional thesis-map focus.
filing_tripcodesNoOptional TF-XBRL filing evidence TripCodes. HUT with no filing_tripcodes loads the seeded HUT filing pack.
latest_article_nodeNoOptional latest TF-SUB article node linked to this filing evidence object.
linked_ds_tripcodesNoOptional linked TF-DS signal TripCodes from the current article object.
companyfacts_snapshotNoCompanyFacts snapshot reference when available.
linked_xbrl_tripcodesNoOptional linked TF-XBRL evidence TripCodes from the current article object.
prior_article_tripcodesNoOptional prior TF-SUB TripCodes in the issuer River.
deltasignal_method_versionNoOptional method version override for deterministic regeneration tests.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesArticle-centered thesis map across TF-SUB, TF-XBRL, TF-DS, and TF-RIVER continuity.
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 provide read-only, idempotent, and non-destructive hints, but the description adds valuable specifics: it 'does not call Grok, does not invent evidence, does not mutate Substack or Azure Blob, and does not treat TripCodes as official SEC identities.' It also explains behavior like resolving TF-SUB objects and marking missing evidence explicitly, which goes well beyond the annotations.

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

Conciseness4/5

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

The description is a single dense paragraph but front-loads the most important usage information. It is broken into logical sections ('Parameters:', 'Behavior:') inside the prose, and every sentence adds value without unnecessary fluff. Slightly verbose but still efficient.

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

Completeness4/5

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

Given 25 optional parameters, no required fields, an output schema, and a complex synthesis workflow, the description covers the key trigger, parameter usage, HUT special case, behavior guarantees, and return sections. It could mention failure modes when Azure Blob is not configured, but it does specify the conditional ('when Azure Blob is configured'), so it is fairly complete.

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 meaningful guidance by naming key parameters (article_tripcode, tripcode, prior_article_tripcodes, linked_xbrl_tripcodes, filing_tripcodes, ticker) and explaining the HUT fallback when filing_tripcodes is omitted. This clarifies parameter relationships beyond what the schema descriptions provide.

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 the tool's purpose: 'Use this read-only synthesis tool when a subscriber gives Codex or Claude Code a DeltaSignal article TripCode and asks for the thesis map behind the article.' It names a specific verb ('synthesis'), resource ('thesis map'), and trigger context, distinguishing it from sibling tools like compare_claim_to_evidence.

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 explicit usage context: when a subscriber requests a thesis map with an article TripCode. It also clarifies parameter preferences ('pass article_tripcode or tripcode') and the HUT fallback with the seeded filing pack. However, it does not explicitly name alternative tools or say when not to use it, so a small deduction.

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.