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aipricepatterns

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Candle Analogue Map

get_candle_analogue_map
Read-onlyIdempotent

Explore historical paths rebased to the query close: terminal-close P10/P50/P90, observed path extremes, turn clusters and which quantile threshold was reached first. forwardSummary counts how often the low printed before the high, with the spread of those bar numbers and the close distribution at each bar. Quote forwardSummary.lines. That is a summary of similar windows, not a forecast of the next path and not a side. Terminal quantiles are not an 80% whole-path corridor. Use evaluate_candle_hypothesis for your own levels.

Input Schema

NameRequiredDescriptionDefault
fNoForward horizon in bars. Only the chart presets 5, 10, 30, and 50 are supported
qNoCandles in the matched pattern. Only the chart presets 3, 5, 8, and 12 are supported
limitNoClosest analogues to list (1-20). Bands and direction always use the chart's 20 neighbours
symbolNoSupported chart symbol: BTCUSDT, ETHUSDT, or SOLUSDTBTCUSDT
anchorTsNoOptional historical replay anchor in Unix milliseconds. Omit for the latest chart candle
intervalNoSupported chart timeframe: 5m, 15m, 1h, 4h, or 1d5m
token_idNoOptional token. No token or payment is needed during the free access experiment.
chart_tokenNoOptional account key; all tools work anonymously during the free access experiment.
includeAnalogueCandlesNoInclude OHLC arrays for every analogue and its continuation. False keeps the response agent-sized

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • changedInput schema / properties / chart_token / description
      Previous value: -"Optional Chart access token. Prefer the X-Aipp-Chart header in the MCP client config so every tool call is covered."New value: +"Optional account key; all tools work anonymously during the free access experiment."
    • changedInput schema / properties / token_id / description
      Previous value: -"Optional Chart access token (64-hex, same as X-Aipp-Chart / the token on /profile). After the daily free MCP quota, paid tools require the Chart $29/mo Stripe subscription. Legacy Manus token_id still works only when MCP_BILLING=manus."New value: +"Optional token. No token or payment is needed during the free access experiment."
  2. Changed1 schema field changed
    • changedInput schema / properties / limit / description
      Previous value: -"Number of closest candle analogues to return (1-20)"New value: +"Closest analogues to list (1-20). Bands and direction always use the chart's 20 neighbours"
  3. Changed2 schema fields changed
    • addedInput schema / properties / chart_token
      Added value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "anyOf": [
+    {
+      "not": {}
+    },
+    {
+      "minLength": 1,
+      "type": "string"
+    }
+  ],
+  "description": "Optional Chart access token. Prefer the X-Aipp-Chart header in the MCP client config so every tool call is covered."
+}
    • changedInput schema / properties / token_id / description
      Previous value: -"Optional Manus access token. Paid tools use tokenized service access, not a monthly subscription: when token_id is omitted the server returns payment_required with a Solana Pay invoice, and after payment you retry with the same token while the server uses Manus token/resolve to recover pending access."New value: +"Optional Chart access token (64-hex, same as X-Aipp-Chart / the token on /profile). After the daily free MCP quota, paid tools require the Chart $29/mo Stripe subscription. Legacy Manus token_id still works only when MCP_BILLING=manus."
  4. Added

TDQS

A3.8/5.0
Behavior4/5

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

The annotations already declare readOnly/idempotent/non-destructive, so the safety profile is covered. The description adds genuine interpretive context beyond them: it warns that forwardSummary is a summary of similar windows, not a forecast and not a side, and that terminal quantiles are not an 80% whole-path corridor — exactly the kind of misuse-prevention detail annotations cannot convey.

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?

Six tight sentences: the output inventory leads, then forwardSummary semantics, then three short guardrails. No filler and no repetition of schema content.

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?

With no output schema, the description must carry the return-value burden, and it does so by enumerating the key result fields and explaining forwardSummary's fields and the instruction to quote forwardSummary.lines. It stops short of describing the overall response envelope or how analogues are ranked, but an agent has enough to call and interpret it.

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 every parameter including enums, defaults and the limit/20-neighbour distinction is already documented in the schema. The description mentions no parameter semantics at all, so it earns only the baseline.

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 specific verb and resource ('Explore historical paths rebased to the query close') and enumerates the outputs (terminal-close P10/P50/P90, extremes, turn clusters, first-reached quantile). It distinguishes itself from evaluate_candle_hypothesis, but gives no signal separating it from closely-related siblings such as inspect_candle_analogue or search_by_sketch.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is implied by the framing ('Explore historical paths') and one alternative is named for a distinct task ('Use evaluate_candle_hypothesis for your own levels'). However, there is no explicit statement of when this tool is the wrong choice versus the other twenty sibling tools, and no stated prerequisites.

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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