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Do not use as a general web search or for events Probable did not observe.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"topic":{"type":"string","minLength":1,"maxLength":160},"category":{"description":"Only return replacements in this category.","type":"string","enum":["Business","Climate","Culture","Health","Justice","Politics","Science","Sport","Technology","World"]},"limit":{"default":5,"type":"integer","minimum":1,"maximum":25},"mode":{"default":"balanced","type":"string","enum":["balanced","chronological","all"]},"since":{"type":"string","format":"date-time","pattern":"^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$"},"cursor":{"type":"string","minLength":1,"maxLength":512}},"$schema":"https://json-schema.org/draft/2020-12/schema"}},{"name":"get_context","description":"Use when a user supplies a headline or a source URL already observed by Probable and wants same-class context. Optional referenceContext adds explicit country, magnitude, industry or aviation scope for primary-source population references; missingFields and conflicts explain withheld matches. Unknown URLs are not fetched and instead request a headline. Do not use this to verify occurrence, compare unrelated event classes, or forecast.","write_action":false,"price_micros":0,"input_schema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","anyOf":[{"type":"object","properties":{"headline":{"type":"string","minLength":8,"maxLength":500},"referenceContext":{"type":"object","properties":{"countryCode":{"type":"string","pattern":"^[A-Z]{3}$"},"magnitude":{"type":"number","minimum":0,"maximum":10},"industry":{"type":"string","enum":["51","00","31-33","44-45"]},"aviationScope":{"type":"string","const":"us_scheduled_part121"}},"additionalProperties":false}},"required":["headline"]},{"type":"object","properties":{"url":{"type":"string","maxLength":2048,"format":"uri"},"referenceContext":{"type":"object","properties":{"countryCode":{"type":"string","pattern":"^[A-Z]{3}$"},"magnitude":{"type":"number","minimum":0,"maximum":10},"industry":{"type":"string","enum":["51","00","31-33","44-45"]},"aviationScope":{"type":"string","const":"us_scheduled_part121"}},"additionalProperties":false}},"required":["url"]}]}},{"name":"get_membership","description":"Return Free and Founding Pro terms and available Stripe-hosted checkout URLs. Calling this tool does not open checkout or claim payment success.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{},"$schema":"https://json-schema.org/draft/2020-12/schema"}},{"name":"list_classes","description":"Return the versioned category and event-class catalog used by score_headline. The editorial index is a legacy comparison weight, not an empirical probability.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{},"$schema":"https://json-schema.org/draft/2020-12/schema"}},{"name":"list_editions","description":"List every stored edition with public metadata, free/paid status, exact prices, and the URLs that can unlock paid content.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{},"$schema":"https://json-schema.org/draft/2020-12/schema"}},{"name":"list_watches","description":"List the member's saved monitors and recent matches. Requires member authorization with watches:read and an active Founding Pro entitlement.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{},"$schema":"https://json-schema.org/draft/2020-12/schema"}},{"name":"read_edition_by_date","description":"Read a stored edition inside the seven-day public window. 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