DeepStack: Independent analysis of the AI economy

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io.github.mcauduro0/deepstackv1.0.1

Where informed investors disagree, the evidence each side stands on, and the date that settles it.

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deepstack_counter Read-only

Use when the user states a thesis or a claim about the AI economy and wants the strongest case against it. Returns the side the claim sits on (or the question, when no side label fits), the strongest case against that side from a voice outside it, dated and linked, more opposing voices, and the dated tests that settle it; below the relevance floor, that DeepStack has no formed side on the claim.

claimstring, required

The thesis as the user states it, for example “AI demand is real”.

limitinteger

How many further opposing voices to return after the strongest case.

Tools (8)

deepstack_counter

read-only

Argument	Type	Description
claim*	string	The thesis as the user states it, for example “AI demand is real”.
limit	integer	How many further opposing voices to return after the strongest case.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "claim"
  ],
  "properties": {
    "claim": {
      "type": "string",
      "description": "The thesis as the user states it, for example “AI demand is real”."
    },
    "limit": {
      "type": "integer",
      "default": 3,
      "maximum": 5,
      "minimum": 1,
      "description": "How many further opposing voices to return after the strongest case."
    }
  },
  "additionalProperties": false
}

deepstack_docket

Use when the user asks what will decide a dispute, what to watch, or the next dated test. Returns the dated tests that will settle each story, from today forward: date and precision, status, the event, the resolver (which series, release or earnings print decides it) and the story, each with its URL.

read-only

Argument	Type	Description
part	integer	Only the tests of one part.
status	string
window_days	integer	How far ahead to look.
include_past	boolean	Also list tests dated before today.
include_signal	boolean	Also list the tests that have no date and resolve on a signal.

Input schema (JSON)

{
  "type": "object",
  "required": [],
  "properties": {
    "part": {
      "type": "integer",
      "minimum": 1,
      "description": "Only the tests of one part."
    },
    "status": {
      "enum": [
        "all",
        "pending",
        "confirmed",
        "refuted",
        "inconclusive"
      ],
      "type": "string",
      "default": "all"
    },
    "window_days": {
      "type": "integer",
      "default": 120,
      "maximum": 730,
      "minimum": 1,
      "description": "How far ahead to look."
    },
    "include_past": {
      "type": "boolean",
      "default": false,
      "description": "Also list tests dated before today."
    },
    "include_signal": {
      "type": "boolean",
      "default": false,
      "description": "Also list the tests that have no date and resolve on a signal."
    }
  },
  "additionalProperties": false
}

deepstack_entity

Use when the user asks what the voices argued about a company, or what a person argued, in The Buildout; by slug, ticker or name. Returns where it appears, the figures the stories reported, each argument attributed, dated and linked, and for a listed company the delayed market snapshot with its source. Never a score or a ranking.

read-only

Argument	Type	Description
kind	string	Narrow the lookup to companies, to people or to the organizations that contribute argument (listed with the people).
name	string	The name, when the slug is not known.
slug	string	The entity slug, as in https://deepstack.ltd/companies/<slug>/ or /people/<slug>/.
ticker	string	A listed company’s ticker, for example NVDA.

Input schema (JSON)

{
  "type": "object",
  "required": [],
  "properties": {
    "kind": {
      "enum": [
        "company",
        "person",
        "organization"
      ],
      "type": "string",
      "description": "Narrow the lookup to companies, to people or to the organizations that contribute argument (listed with the people)."
    },
    "name": {
      "type": "string",
      "description": "The name, when the slug is not known."
    },
    "slug": {
      "type": "string",
      "description": "The entity slug, as in https://deepstack.ltd/companies/<slug>/ or /people/<slug>/."
    },
    "ticker": {
      "type": "string",
      "description": "A listed company’s ticker, for example NVDA."
    }
  },
  "additionalProperties": false
}

deepstack_results

Use when the user asks what resolved and how the Call fared. Returns the tests that came in: verdict, what happened with the primary source and the number, what it did to the Call, and the rule that no hit rate is shown until ten results exist.

read-only

No arguments.

Input schema (JSON)

{
  "type": "object",
  "required": [],
  "properties": {},
  "additionalProperties": false
}

deepstack_search

Use when the user asks where informed investors disagree on a topic of the AI economy, or wants DeepStack’s published analysis on a company, a person or a question; returns the matching stories, sides, tests and entities with their canonical URLs, or answers “DeepStack has no formed side on …” with up to three nearest items, labeled as nearest. Use it first when the slug or name is not known.

read-only

Argument	Type	Description
kinds	array	Restrict the hits to these kinds; all kinds by default.
limit	integer	How many hits to return.
query*	string	Words to look for: a company, a person, a theme, a figure.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "query"
  ],
  "properties": {
    "kinds": {
      "type": "array",
      "items": {
        "enum": [
          "story",
          "question",
          "sides",
          "company",
          "person",
          "test",
          "term",
          "layer",
          "thesis"
        ],
        "type": "string"
      },
      "description": "Restrict the hits to these kinds; all kinds by default."
    },
    "limit": {
      "type": "integer",
      "default": 8,
      "maximum": 20,
      "minimum": 1,
      "description": "How many hits to return."
    },
    "query": {
      "type": "string",
      "description": "Words to look for: a company, a person, a theme, a figure."
    }
  },
  "additionalProperties": false
}

deepstack_sides

Use when the user asks for the bull and bear case, who disagrees with a thesis, the counter-argument, or what would change a side’s mind. Returns, for one story by slug or part number, The DeepStack Call and its side, every attributed, paraphrased voice on each side with its date and source link, the strongest case against each side, where voices cross, and the dated tests that settle it.

read-only

Argument	Type	Description
part	integer	The part number, as an alternative to the slug.
slug	string	The story slug.

Input schema (JSON)

{
  "type": "object",
  "required": [],
  "properties": {
    "part": {
      "type": "integer",
      "minimum": 1,
      "description": "The part number, as an alternative to the slug."
    },
    "slug": {
      "type": "string",
      "description": "The story slug."
    }
  },
  "additionalProperties": false
}

deepstack_story

Use when the user wants one Part of The Buildout read in full, by slug or part number: headline, dek, The DeepStack Call (stance, conviction, three actions, what would change the call, the side it takes and the case against it, the next dated test), key numbers, the full text as plain paragraphs, the dated tests, any result, the companies and people named, and the sources, each with its URL.

read-only

Argument	Type	Description
part	integer	The part number in The Buildout, as an alternative to the slug.
slug	string	The story slug, as in https://deepstack.ltd/stories/<slug>/.
detail	string	“summary” leaves out the body paragraphs.

Input schema (JSON)

{
  "type": "object",
  "required": [],
  "properties": {
    "part": {
      "type": "integer",
      "minimum": 1,
      "description": "The part number in The Buildout, as an alternative to the slug."
    },
    "slug": {
      "type": "string",
      "description": "The story slug, as in https://deepstack.ltd/stories/<slug>/."
    },
    "detail": {
      "enum": [
        "full",
        "summary"
      ],
      "type": "string",
      "default": "full",
      "description": "“summary” leaves out the body paragraphs."
    }
  },
  "additionalProperties": false
}

deepstack_tape

Use when the user asks for the macro figures DeepStack tests its notes against, each with its producer and date: Treasury yields, the real yield, the S&P 500, VIX, Brent, US natural gas, copper, the Fed funds target, CPI and payrolls, with the weekly change and the as-of time of each series.

read-only

No arguments.

Input schema (JSON)

{
  "type": "object",
  "required": [],
  "properties": {},
  "additionalProperties": false
}