Endpoints: 28,729MCP servers: 18,413Payout addresses: 2,070Paid calls: 1,523Letters: 13Defects: 1,322counted 2 min ago
teppi

Server definition

Hash
sha256:f0be7e29891469295d127cb450eefe3835a7f769c89599c7e06d5a12c0fb65eb
What it is
What a remote MCP server returned when asked what it offers: 16 tools

The blob, as servednamed by its sha256

{ "instructions": null, "tools": [ { "description": "Returns one authored /answers page as structured content: question, markdown answer body (short answer, problem frame, evidence, grounded sources), and citations with libraryId or url. Known slugs (33): measure-employee-performance, survey-validity-check, people-analytics-program-maturity, people-analytics-vs-hr-reporting, engagement-survey-vs-listening-diagnostic, people-analytics-tools-compare, beyond-annual-engagement-survey, replace-gut-feel-talent-decisions, ….", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "slug": { "description": "Answer slug from the query map (e.g. survey-validity-check).", "type": "string" } }, "required": [ "slug" ], "type": "object" }, "name": "get_answer", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "answer": { "type": "string" }, "canonicalUrl": { "type": "string" }, "citations": { "items": { "additionalProperties": false, "properties": { "libraryId": { "type": "string" }, "title": { "type": "string" }, "url": { "type": "string" } }, "required": [ "title" ], "type": "object" }, "type": "array" }, "question": { "type": "string" }, "slug": { "type": "string" }, "title": { "type": "string" }, "updatedAt": { "type": "string" } }, "required": [ "slug", "title", "canonicalUrl", "question", "answer", "citations", "updatedAt" ], "type": "object" } }, { "description": "Per-persona StoryBrand arguments for each product. The persona × goal argument layer (SB7-shaped). Stable ?id is globally exact; ?product + ?persona + ?variant selects one exact scoped variant, while ?variant alone remains a compatible filter. Live is the default; ?status=draft|all opts into authoring records with capability readiness kept separate.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "id": { "description": "Select one stable BrandScript id exactly.", "type": "string" }, "persona": { "description": "Filter to one persona slug.", "type": "string" }, "product": { "description": "Filter to one product's arguments.", "type": "string" }, "status": { "description": "live (default) | draft | all.", "enum": [ "live", "draft", "all" ], "type": "string" }, "variant": { "description": "Stable goal variant scoped to product + persona; use all three to select exactly.", "type": "string" } }, "type": "object" }, "name": "get_brandscripts", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "brandscripts": { "items": { "additionalProperties": false, "properties": { "callToAction": { "additionalProperties": false, "properties": { "direct": { "type": "string" }, "transitional": { "type": "string" } }, "required": [ "direct" ], "type": "object" }, "cards": { "items": { "type": "string" }, "type": "array" }, "character": { "type": "string" }, "failure": { "type": "string" }, "guide": { "additionalProperties": false, "properties": { "authority": { "type": "string" }, "empathy": { "type": "string" } }, "required": [ "empathy", "authority" ], "type": "object" }, "id": { "type": "string" }, "journey": { "additionalProperties": false, "properties": { "action": { "oneOf": [ { "additionalProperties": false, "properties": { "availability": { "const": "available", "type": "string" }, "href": { "type": "string" }, "label": { "type": "string" } }, "required": [ "availability", "label", "href" ], "type": "object" }, { "additionalProperties": false, "properties": { "availability": { "const": "intended", "type": "string" }, "label": { "type": "string" } }, "required": [ "availability", "label" ], "type": "object" } ] }, "capabilityReadiness": { "enum": [ "available", "partial", "in-development", "planned", "future", "design-only" ], "type": "string" }, "editorialStatus": { "enum": [ "live", "draft" ], "type": "string" }, "facet": { "enum": [ "public", "job-assist", "enterprise", "research" ], "type": "string" }, "goal": { "type": "string" }, "goalProvenance": { "additionalProperties": false, "properties": { "personaLibraryGoalValidated": { "const": false, "type": "boolean" }, "source": { "const": "mike-approved-jobframe-intent", "type": "string" } }, "required": [ "source", "personaLibraryGoalValidated" ], "type": "object" }, "id": { "type": "string" }, "intent": { "type": "string" }, "personaRef": { "oneOf": [ { "additionalProperties": false, "properties": { "canonicalPersonaId": { "type": "string" }, "jobRefs": { "items": { "type": "string" }, "type": "array" }, "libraryId": { "type": "string" }, "observedAt": { "type": "string" }, "personframeAddress": { "type": "string" }, "roleIdentityEvidence": { "const": "matched-public-persona-record", "type": "string" }, "slug": { "type": "string" }, "sourceContract": { "type": "string" }, "sourcePersonaLabel": { "type": "string" }, "sourcePersonaScope": { "type": "string" }, "status": { "const": "resolved", "type": "string" } }, "required": [ "status", "slug", "libraryId", "canonicalPersonaId", "sourcePersonaLabel", "sourcePersonaScope", "roleIdentityEvidence", "jobRefs", "sourceContract", "observedAt" ], "type": "object" }, { "additionalProperties": false, "properties": { "observedAt": { "type": "string" }, "reason": { "type": "string" }, "reconciliation": { "type": "string" }, "requestedRole": { "type": "string" }, "sourceContract": { "type": "string" }, "status": { "const": "unresolved", "type": "string" } }, "required": [ "status", "requestedRole", "reason", "reconciliation", "sourceContract", "observedAt" ], "type": "object" } ] }, "problemRefStatus": { "oneOf": [ { "additionalProperties": false, "properties": { "status": { "const": "resolved", "type": "string" } }, "required": [ "status" ], "type": "object" }, { "additionalProperties": false, "properties": { "reason": { "type": "string" }, "reconciliation": { "type": "string" }, "status": { "const": "unresolved", "type": "string" } }, "required": [ "status", "reason", "reconciliation" ], "type": "object" } ] }, "problemRefs": { "items": { "additionalProperties": false, "properties": { "address": { "type": "string" }, "edition": { "const": "v1", "type": "string" }, "slot": { "enum": [ "villain", "external", "internal", "philosophical" ], "type": "string" }, "slug": { "type": "string" } }, "required": [ "address", "edition" ], "type": "object" }, "type": "array" }, "sourceRefs": { "items": { "type": "string" }, "type": "array" } }, "required": [ "id", "facet", "intent", "goal", "goalProvenance", "personaRef", "problemRefs", "problemRefStatus", "editorialStatus", "capabilityReadiness", "action", "sourceRefs" ], "type": "object" }, "logline": { "type": "string" }, "navLabel": { "type": "string" }, "order": { "type": "number" }, "persona": { "type": "string" }, "personaLabel": { "type": "string" }, "plan": { "items": { "type": "string" }, "type": "array" }, "primary": { "type": "boolean" }, "problem": { "additionalProperties": false, "properties": { "external": { "type": "string" }, "internal": { "type": "string" }, "philosophical": { "type": "string" } }, "required": [ "external", "internal", "philosophical" ], "type": "object" }, "problemTags": { "items": { "type": "string" }, "type": "array" }, "product": { "type": "string" }, "products": { "items": { "type": "string" }, "type": "array" }, "proves": { "items": { "additionalProperties": false, "properties": { "customerPitch": { "type": "string" }, "navLabel": { "type": "string" }, "slug": { "type": "string" }, "title": { "type": "string" } }, "required": [ "slug", "title", "navLabel", "customerPitch" ], "type": "object" }, "type": "array" }, "seo": { "additionalProperties": false, "properties": { "metaDescription": { "type": "string" }, "metaTitle": { "type": "string" } }, "required": [ "metaTitle", "metaDescription" ], "type": "object" }, "status": { "enum": [ "live", "draft" ], "type": "string" }, "stories": { "items": { "additionalProperties": false, "properties": { "logline": { "type": "string" }, "name": { "type": "string" }, "occasion": { "type": "string" }, "problemTags": { "items": { "type": "string" }, "type": "array" }, "slug": { "type": "string" } }, "required": [ "slug", "name", "logline", "occasion", "problemTags" ], "type": "object" }, "type": "array" }, "success": { "type": "string" }, "teaser": { "type": "string" }, "variant": { "type": "string" }, "variantExplicit": { "type": "boolean" } }, "required": [ "id", "variant", "variantExplicit", "primary", "product", "persona", "personaLabel", "status", "logline", "character", "problem", "guide", "plan", "callToAction", "success", "failure", "products", "cards", "navLabel", "teaser", "seo", "order", "proves", "stories", "problemTags" ], "type": "object" }, "type": "array" }, "contract": { "type": "string" }, "count": { "type": "number" }, "filter": { "additionalProperties": false, "properties": { "id": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "persona": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "product": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "status": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "variant": { "anyOf": [ { "type": "string" }, { "type": "null" } ] } }, "required": [ "product", "persona", "variant", "id", "status" ], "type": "object" } }, "required": [ "contract", "filter", "count", "brandscripts" ], "type": "object" } }, { "description": "The canonical form vocabulary — the structural primitive. 7 data shapes and the 33 canonical forms they resolve to. The form is why one engine reads compensation, attrition, funnels and survey data without a per-domain rewrite: the domain is in the metric tag, the structure is here. 'oftenMeans' is a labelled heuristic, never a conclusion.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "shape": { "description": "Filter to one shape.", "enum": [ "series", "groups", "distribution", "pairs", "funnel", "composition", "dist_over_time" ], "type": "string" } }, "type": "object" }, "name": "get_canonical_forms", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "contract": { "type": "string" }, "count": { "type": "number" }, "filter": { "additionalProperties": false, "properties": { "shape": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "shapeRecognized": { "anyOf": [ { "type": "boolean" }, { "type": "null" } ] } }, "required": [ "shape", "shapeRecognized" ], "type": "object" }, "forms": { "items": { "additionalProperties": false, "properties": { "id": { "type": "string" }, "looksLike": { "type": "string" }, "name": { "type": "string" }, "oftenMeans": { "type": "string" }, "sceneCount": { "type": "number" }, "shape": { "type": "string" }, "shapeName": { "type": "string" }, "shapeQuestion": { "type": "string" } }, "required": [ "id", "shape", "name", "looksLike", "oftenMeans", "shapeName", "shapeQuestion", "sceneCount" ], "type": "object" }, "type": "array" }, "note": { "type": "string" }, "shapes": { "items": { "additionalProperties": false, "properties": { "id": { "type": "string" }, "name": { "type": "string" }, "question": { "type": "string" } }, "required": [ "id", "name", "question" ], "type": "object" }, "type": "array" } }, "required": [ "contract", "note", "filter", "shapes", "count", "forms" ], "type": "object" } }, { "description": "How many works discuss a claim — discourse volume, with the works named. For a construct pair mined from the book corpus: how many distinct works discuss the link, and which ones, with each work's stated rationale. ⚠ This is DISCOURSE, not evidence — book frequency is confounded by publication incentives, fashion and citation cascades, so it is reported as 'discussed in N works' and never as corroboration, confidence, or a score. Single-work claims are returned, labelled as such; corroboration is not a gate. No query returns corpus-level stats including a counting discrepancy we state openly.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "construct": { "description": "Every pair the corpus links this construct to, most-discussed first.", "type": "string" }, "focus": { "description": "Discourse volume for one focus area.", "type": "string" }, "from": { "description": "Source construct, e.g. employee_engagement. Use with `to`.", "type": "string" }, "to": { "description": "Target construct, e.g. employee_turnover. Use with `from`.", "type": "string" } }, "type": "object" }, "name": "get_claim_warrant", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "caveat": { "type": "string" }, "citationCoverage": { "additionalProperties": false, "properties": { "distinctWorks": { "type": "number" }, "fullyCitable": { "type": "number" }, "resolvedInLibrary": { "type": "number" }, "withAuthor": { "type": "number" }, "withYear": { "type": "number" } }, "required": [ "distinctWorks", "resolvedInLibrary", "withAuthor", "withYear", "fullyCitable" ], "type": "object" }, "citationNote": { "type": "string" }, "contract": { "type": "string" }, "count": { "type": "number" }, "focusSalience": { "items": { "additionalProperties": false, "properties": { "focus": { "type": "string" }, "pairs": { "type": "number" }, "singleWorkPairs": { "type": "number" }, "works": { "type": "number" } }, "required": [ "focus", "pairs", "works", "singleWorkPairs" ], "type": "object" }, "type": "array" }, "found": { "type": "boolean" }, "label": { "type": "string" }, "pairs": { "items": { "additionalProperties": false, "properties": { "archetype": { "type": "string" }, "direction": { "type": "string" }, "discussedInWorks": { "type": "number" }, "focus": { "type": "string" }, "from": { "type": "string" }, "label": { "type": "string" }, "relation": { "type": "string" }, "tier": { "type": "number" }, "to": { "type": "string" }, "works": { "items": { "additionalProperties": false, "properties": { "author": { "type": "string" }, "citation": { "type": "string" }, "libraryId": { "type": "string" }, "rationale": { "type": "string" }, "resolvedFromLibrary": { "type": "boolean" }, "title": { "type": "string" }, "year": { "anyOf": [ { "type": "number" }, { "type": "null" } ] } }, "required": [ "libraryId", "title", "author", "year", "rationale", "resolvedFromLibrary", "citation" ], "type": "object" }, "type": "array" } }, "required": [ "from", "to", "relation", "direction", "focus", "archetype", "tier", "discussedInWorks", "works", "label" ], "type": "object" }, "type": "array" }, "query": { "additionalProperties": false, "properties": { "construct": { "type": "string" }, "focus": { "type": "string" }, "from": { "type": "string" }, "to": { "type": "string" } }, "type": "object" }, "salience": { "anyOf": [ { "additionalProperties": false, "properties": { "focus": { "type": "string" }, "pairs": { "type": "number" }, "singleWorkPairs": { "type": "number" }, "works": { "type": "number" } }, "required": [ "focus", "pairs", "works", "singleWorkPairs" ], "type": "object" }, { "type": "null" } ] }, "stats": { "additionalProperties": false, "properties": { "constructs": { "type": "number" }, "pairs": { "type": "number" }, "pairsOnOneWork": { "type": "number" }, "pairsOnTwoOrMoreWorks": { "type": "number" }, "storedTwoPlusTotal": { "anyOf": [ { "type": "number" }, { "type": "null" } ] }, "works": { "type": "number" } }, "required": [ "pairs", "constructs", "works", "pairsOnOneWork", "pairsOnTwoOrMoreWorks", "storedTwoPlusTotal" ], "type": "object" }, "statsNote": { "type": "string" }, "warrant": { "anyOf": [ { "additionalProperties": false, "properties": { "archetype": { "type": "string" }, "direction": { "type": "string" }, "discussedInWorks": { "type": "number" }, "focus": { "type": "string" }, "from": { "type": "string" }, "relation": { "type": "string" }, "tier": { "type": "number" }, "to": { "type": "string" }, "works": { "items": { "additionalProperties": false, "properties": { "author": { "type": "string" }, "citation": { "type": "string" }, "libraryId": { "type": "string" }, "rationale": { "type": "string" }, "resolvedFromLibrary": { "type": "boolean" }, "title": { "type": "string" }, "year": { "anyOf": [ { "type": "number" }, { "type": "null" } ] } }, "required": [ "libraryId", "title", "author", "year", "rationale", "resolvedFromLibrary", "citation" ], "type": "object" }, "type": "array" } }, "required": [ "from", "to", "relation", "direction", "focus", "archetype", "tier", "discussedInWorks", "works" ], "type": "object" }, { "type": "null" } ] } }, "required": [ "contract", "caveat" ], "type": "object" } }, { "description": "A pitch rendered as player-ready InsightCards. Serves a named pitch as an ordered InsightCard[] (the cross-site insight-player contract). ?pitch selects the pitch; ?awareness optionally reshapes the sequence for the buyer's awareness state.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "awareness": { "description": "Awareness state to reshape the sequence.", "type": "string" }, "pitch": { "description": "The pitch slug to render.", "type": "string" } }, "required": [ "pitch" ], "type": "object" }, "name": "get_insight_cards", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "cards": { "items": { "additionalProperties": false, "properties": { "audience_tags": { "items": { "type": "string" }, "type": "array" }, "body": { "type": "string" }, "card_type": { "type": "string" }, "freshness": { "additionalProperties": false, "properties": { "computedAt": { "type": "string" }, "ttlSeconds": { "type": "number" } }, "required": [ "computedAt" ], "type": "object" }, "headline": { "type": "string" }, "id": { "type": "string" }, "reveal": { "additionalProperties": false, "properties": { "detail": { "type": "string" }, "summary": { "type": "string" } }, "required": [ "summary" ], "type": "object" }, "signals_requested": { "items": { "additionalProperties": false, "properties": { "prompt": { "type": "string" }, "signalId": { "type": "string" } }, "required": [ "signalId", "prompt" ], "type": "object" }, "type": "array" }, "source_app": { "type": "string" }, "topic_tags": { "items": { "type": "string" }, "type": "array" }, "visual": { "additionalProperties": false, "properties": { "kind": { "enum": [ "text", "metric", "trend", "chart", "comparison", "callout" ], "type": "string" }, "spec": { "additionalProperties": {}, "propertyNames": { "type": "string" }, "type": "object" } }, "required": [ "kind", "spec" ], "type": "object" } }, "required": [ "id", "source_app", "audience_tags", "topic_tags", "freshness", "card_type", "headline", "body", "visual" ], "type": "object" }, "type": "array" }, "contract": { "type": "string" }, "count": { "type": "number" }, "pitches": { "items": { "additionalProperties": false, "properties": { "audience": { "type": "string" }, "firstHeadline": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "href": { "type": "string" }, "navLabel": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "personas": { "items": { "type": "string" }, "type": "array" }, "situation": { "type": "string" }, "situationTitle": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "slug": { "type": "string" }, "title": { "type": "string" }, "useCase": { "anyOf": [ { "type": "string" }, { "type": "null" } ] } }, "required": [ "slug", "title", "situation", "audience", "personas", "situationTitle", "navLabel", "useCase", "firstHeadline", "href" ], "type": "object" }, "type": "array" }, "source": { "type": "string" } }, "type": "object" } }, { "description": "Library id export — stable ids for the works homed here. Batch export of library_id rows (id, title, author, year, property tags) for the works that home on peopleanalyst.com. Ids are content-addressed (SHA-256 of normalized title|authors|year) and stable across repos, so a consumer can join to this catalog without string matching. Scoped to works homed here — titles whose canonical home is another property are excluded, matching /library.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "limit": { "description": "Cap the number of rows returned.", "type": "string" }, "tag": { "description": "Filter by property tag, e.g. principia.", "type": "string" } }, "type": "object" }, "name": "get_library_ids", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "count": { "type": "number" }, "excluded_foreign_home": { "type": "number" }, "generated_at": { "type": "string" }, "id_format": { "type": "string" }, "inventory_total": { "type": "number" }, "issuer": { "type": "string" }, "records": { "items": { "additionalProperties": false, "properties": { "author": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "legacy_pa_id": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "library_id": { "type": "string" }, "property_tags": { "items": { "type": "string" }, "type": "array" }, "title": { "type": "string" }, "year": { "anyOf": [ { "type": "number" }, { "type": "null" } ] } }, "required": [ "library_id", "title", "author", "year", "property_tags" ], "type": "object" }, "type": "array" }, "scope": { "type": "string" }, "spec": { "type": "string" } }, "required": [ "generated_at", "issuer", "id_format", "spec", "scope", "inventory_total", "excluded_foreign_home", "count", "records" ], "type": "object" } }, { "description": "The Pitboss marketing-asset registry (typed cards + personas). Cross-site marketing-asset cards built from the portfolio's brandscripts and proofs, plus the persona set. ?product filters to one product; ?status filters by lifecycle.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "product": { "description": "Filter cards to one product.", "type": "string" }, "status": { "description": "Filter by lifecycle (e.g. live, draft).", "type": "string" } }, "type": "object" }, "name": "get_marketing_registry", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "built_at": { "type": "string" }, "cards": { "items": { "additionalProperties": {}, "properties": { "id": { "type": "string" }, "product": { "type": "string" }, "status": { "type": "string" } }, "required": [ "id" ], "type": "object" }, "type": "array" }, "contract": { "type": "string" }, "counts": { "additionalProperties": false, "properties": { "cards": { "type": "number" }, "personas": { "type": "number" } }, "required": [ "cards", "personas" ], "type": "object" }, "filter": { "additionalProperties": false, "properties": { "product": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "status": { "anyOf": [ { "type": "string" }, { "type": "null" } ] } }, "required": [ "product", "status" ], "type": "object" }, "personas": { "items": {}, "type": "array" } }, "required": [ "built_at", "contract", "filter", "counts", "cards", "personas" ], "type": "object" } }, { "description": "Machine-readable description of each PeopleAnalyst product. Versioned, CORS-open descriptions of every product in the portfolio — general positioning plus structured personas, goals, problems, journeys, and associated BrandScripts where the product has that canon. Assembled from source records. Pass ?product to filter; live nested journeys are the default and ?status=draft|all opts into authoring records.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "product": { "description": "Filter to one product id (e.g. performix, anycomp, compensation-toolbox).", "type": "string" }, "status": { "description": "Nested journey editorial status: live (default) | draft | all.", "enum": [ "live", "draft", "all" ], "type": "string" } }, "type": "object" }, "name": "get_product_description", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "contract": { "type": "string" }, "count": { "type": "number" }, "filter": { "additionalProperties": false, "properties": { "product": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "status": { "enum": [ "live", "draft", "all" ], "type": "string" } }, "required": [ "product", "status" ], "type": "object" }, "products": { "items": { "additionalProperties": false, "properties": { "associatedScripts": { "items": { "additionalProperties": false, "properties": { "editorialStatus": { "enum": [ "live", "draft" ], "type": "string" }, "id": { "type": "string" }, "journeyId": { "type": "string" }, "persona": { "type": "string" }, "primary": { "type": "boolean" }, "variant": { "type": "string" } }, "required": [ "id", "persona", "variant", "primary", "editorialStatus", "journeyId" ], "type": "object" }, "type": "array" }, "beachheads": { "items": { "type": "string" }, "type": "array" }, "canonicalUrls": { "items": { "type": "string" }, "type": "array" }, "capabilities": { "items": { "type": "string" }, "type": "array" }, "category": { "type": "string" }, "goals": { "items": { "additionalProperties": false, "properties": { "capabilityReadiness": { "enum": [ "available", "partial", "in-development", "planned", "future", "design-only" ], "type": "string" }, "editorialStatus": { "enum": [ "live", "draft" ], "type": "string" }, "goal": { "type": "string" }, "goalProvenance": { "additionalProperties": false, "properties": { "personaLibraryGoalValidated": { "const": false, "type": "boolean" }, "source": { "const": "mike-approved-jobframe-intent", "type": "string" } }, "required": [ "source", "personaLibraryGoalValidated" ], "type": "object" }, "id": { "type": "string" }, "intent": { "type": "string" }, "persona": { "type": "string" }, "scriptId": { "type": "string" } }, "required": [ "id", "scriptId", "persona", "intent", "goal", "goalProvenance", "editorialStatus", "capabilityReadiness" ], "type": "object" }, "type": "array" }, "journeys": { "items": { "additionalProperties": false, "properties": { "action": { "oneOf": [ { "additionalProperties": false, "properties": { "availability": { "const": "available", "type": "string" }, "href": { "type": "string" }, "label": { "type": "string" } }, "required": [ "availability", "label", "href" ], "type": "object" }, { "additionalProperties": false, "properties": { "availability": { "const": "intended", "type": "string" }, "label": { "type": "string" } }, "required": [ "availability", "label" ], "type": "object" } ] }, "capabilityReadiness": { "enum": [ "available", "partial", "in-development", "planned", "future", "design-only" ], "type": "string" }, "editorialStatus": { "enum": [ "live", "draft" ], "type": "string" }, "facet": { "type": "string" }, "goal": { "type": "string" }, "goalProvenance": { "additionalProperties": false, "properties": { "personaLibraryGoalValidated": { "const": false, "type": "boolean" }, "source": { "const": "mike-approved-jobframe-intent", "type": "string" } }, "required": [ "source", "personaLibraryGoalValidated" ], "type": "object" }, "id": { "type": "string" }, "intent": { "type": "string" }, "persona": { "type": "string" }, "scriptId": { "type": "string" }, "steps": { "items": { "type": "string" }, "type": "array" } }, "required": [ "id", "scriptId", "persona", "facet", "intent", "goal", "goalProvenance", "steps", "editorialStatus", "capabilityReadiness", "action" ], "type": "object" }, "type": "array" }, "name": { "type": "string" }, "oneLiner": { "type": "string" }, "personas": { "items": { "additionalProperties": false, "properties": { "persona": { "type": "string" }, "personaLabel": { "type": "string" }, "reference": { "oneOf": [ { "additionalProperties": false, "properties": { "canonicalPersonaId": { "type": "string" }, "jobRefs": { "items": { "type": "string" }, "type": "array" }, "libraryId": { "type": "string" }, "observedAt": { "type": "string" }, "personframeAddress": { "type": "string" }, "roleIdentityEvidence": { "const": "matched-public-persona-record", "type": "string" }, "slug": { "type": "string" }, "sourceContract": { "type": "string" }, "sourcePersonaLabel": { "type": "string" }, "sourcePersonaScope": { "type": "string" }, "status": { "const": "resolved", "type": "string" } }, "required": [ "status", "slug", "libraryId", "canonicalPersonaId", "sourcePersonaLabel", "sourcePersonaScope", "roleIdentityEvidence", "jobRefs", "sourceContract", "observedAt" ], "type": "object" }, { "additionalProperties": false, "properties": { "observedAt": { "type": "string" }, "reason": { "type": "string" }, "reconciliation": { "type": "string" }, "requestedRole": { "type": "string" }, "sourceContract": { "type": "string" }, "status": { "const": "unresolved", "type": "string" } }, "required": [ "status", "requestedRole", "reason", "reconciliation", "sourceContract", "observedAt" ], "type": "object" } ] }, "scriptIds": { "items": { "type": "string" }, "type": "array" } }, "required": [ "persona", "personaLabel", "reference", "scriptIds" ], "type": "object" }, "type": "array" }, "problemFrames": { "items": { "type": "string" }, "type": "array" }, "problems": { "items": { "additionalProperties": false, "properties": { "external": { "type": "string" }, "id": { "type": "string" }, "internal": { "type": "string" }, "persona": { "type": "string" }, "philosophical": { "type": "string" }, "refStatus": { "oneOf": [ { "additionalProperties": false, "properties": { "status": { "const": "resolved", "type": "string" } }, "required": [ "status" ], "type": "object" }, { "additionalProperties": false, "properties": { "reason": { "type": "string" }, "reconciliation": { "type": "string" }, "status": { "const": "unresolved", "type": "string" } }, "required": [ "status", "reason", "reconciliation" ], "type": "object" } ] }, "refs": { "items": { "additionalProperties": false, "properties": { "address": { "type": "string" }, "edition": { "const": "v1", "type": "string" }, "slot": { "enum": [ "villain", "external", "internal", "philosophical" ], "type": "string" }, "slug": { "type": "string" } }, "required": [ "address", "edition" ], "type": "object" }, "type": "array" }, "scriptId": { "type": "string" } }, "required": [ "id", "scriptId", "persona", "external", "internal", "philosophical", "refs", "refStatus" ], "type": "object" }, "type": "array" }, "product": { "type": "string" }, "relatedProducts": { "items": { "type": "string" }, "type": "array" }, "status": { "type": "string" }, "whenNotToUse": { "items": { "type": "string" }, "type": "array" } }, "required": [ "product", "name", "category", "oneLiner", "problemFrames", "capabilities", "beachheads", "whenNotToUse", "canonicalUrls", "relatedProducts", "personas", "goals", "problems", "journeys", "associatedScripts", "status" ], "type": "object" }, "type": "array" } }, "required": [ "contract", "filter", "products" ], "type": "object" } }, { "description": "Falsifiable scene templates — one claim plus what would make it false. The cards a story is told with. Each declares truth conditions the data can falsify, so a claim survives on evidence rather than assertion. Persona relevance is derived from focus (a stated heuristic). Drafts excluded unless ?status=all.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "archetype": { "description": "Archetype, e.g. trend, where, flow, driver.", "type": "string" }, "focus": { "description": "Spine focus, e.g. regretted-loss, compensation, cross.", "type": "string" }, "form": { "description": "Canonical form the scene presents as, e.g. rising.", "type": "string" }, "id": { "description": "Fetch a single scene template.", "type": "string" }, "persona": { "description": "Scenes relevant to one persona.", "type": "string" }, "shape": { "description": "Data shape, e.g. series, groups, funnel.", "type": "string" }, "status": { "description": "published (default) | all.", "enum": [ "published", "all" ], "type": "string" }, "tier": { "description": "1 descriptive | 2 model-bound | 3 decision/value.", "enum": [ "1", "2", "3" ], "type": "string" } }, "type": "object" }, "name": "get_scene_templates", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "contract": { "type": "string" }, "count": { "type": "number" }, "filter": { "additionalProperties": false, "properties": { "archetype": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "focus": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "form": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "id": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "persona": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "shape": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "status": { "type": "string" }, "tier": { "anyOf": [ { "type": "string" }, { "type": "null" } ] } }, "required": [ "persona", "focus", "form", "shape", "tier", "archetype", "id", "status" ], "type": "object" }, "note": { "type": "string" }, "scenes": { "items": { "additionalProperties": false, "properties": { "archetype": { "type": "string" }, "author": { "anyOf": [ { "enum": [ "hand", "factory", "harvested" ], "type": "string" }, { "type": "null" } ] }, "conditions": { "items": { "additionalProperties": {}, "properties": { "kind": { "type": "string" }, "label": { "type": "string" } }, "required": [ "kind", "label" ], "type": "object" }, "type": "array" }, "corpusSalience": { "anyOf": [ { "additionalProperties": false, "properties": { "available": { "const": true, "type": "boolean" }, "focus": { "type": "string" }, "means": { "type": "string" }, "pairs": { "type": "number" }, "singleWorkPairs": { "type": "number" }, "works": { "type": "number" } }, "required": [ "available", "focus", "pairs", "works", "singleWorkPairs", "means" ], "type": "object" }, { "additionalProperties": false, "properties": { "available": { "const": false, "type": "boolean" }, "focus": { "type": "string" }, "reason": { "type": "string" } }, "required": [ "available", "focus", "reason" ], "type": "object" } ] }, "focus": { "type": "string" }, "form": { "type": "string" }, "id": { "type": "string" }, "instrumentation": { "items": { "type": "string" }, "type": "array" }, "logline": { "type": "string" }, "metricTags": { "items": { "type": "string" }, "type": "array" }, "model": { "anyOf": [ { "additionalProperties": false, "properties": { "provenance": { "enum": [ "research_prior", "historical_regression", "expert", "pa-original" ], "type": "string" }, "ref": { "type": "string" } }, "required": [ "ref", "provenance" ], "type": "object" }, { "type": "null" } ] }, "name": { "type": "string" }, "narrative": { "additionalProperties": false, "properties": { "act": { "type": "string" }, "problem": { "type": "string" }, "why": { "type": "string" } }, "required": [ "problem", "why", "act" ], "type": "object" }, "personas": { "items": { "type": "string" }, "type": "array" }, "scope": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "shape": { "type": "string" }, "status": { "enum": [ "draft", "validated", "rejected", "live" ], "type": "string" }, "tier": { "anyOf": [ { "const": 1, "type": "number" }, { "const": 2, "type": "number" }, { "const": 3, "type": "number" } ] } }, "required": [ "id", "name", "logline", "focus", "archetype", "tier", "shape", "form", "metricTags", "scope", "conditions", "narrative", "personas", "author", "status", "model", "instrumentation", "corpusSalience" ], "type": "object" }, "type": "array" } }, "required": [ "contract", "note", "filter", "count", "scenes" ], "type": "object" } }, { "description": "Demonstration scenarios (discovered → diagnosed → solved). The proof layer paired with brandscripts: concrete situations a product resolves. ?product filters; ?status opts into drafts.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "product": { "description": "Filter to one product.", "type": "string" }, "status": { "description": "live (default) | draft | all.", "enum": [ "live", "draft", "all" ], "type": "string" } }, "type": "object" }, "name": "get_situations", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "contract": { "type": "string" }, "count": { "type": "number" }, "filter": { "additionalProperties": false, "properties": { "product": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "status": { "type": "string" } }, "required": [ "status", "product" ], "type": "object" }, "situations": { "items": { "additionalProperties": false, "properties": { "bindingConstraint": { "additionalProperties": false, "properties": { "condition": { "enum": [ "capability", "alignment", "motivation", "support" ], "type": "string" }, "oneLine": { "type": "string" } }, "required": [ "condition", "oneLine" ], "type": "object" }, "cards": { "items": { "type": "string" }, "type": "array" }, "grammars": { "items": { "type": "string" }, "type": "array" }, "group": { "type": "string" }, "mockDataSpec": { "type": "string" }, "navLabel": { "type": "string" }, "northStar": { "type": "string" }, "order": { "type": "number" }, "personas": { "items": { "type": "string" }, "type": "array" }, "pitches": { "items": { "additionalProperties": false, "properties": { "grammar": { "type": "string" }, "slug": { "type": "string" } }, "required": [ "grammar", "slug" ], "type": "object" }, "type": "array" }, "presentingProblem": { "type": "string" }, "products": { "items": { "additionalProperties": false, "properties": { "product": { "type": "string" }, "role": { "type": "string" } }, "required": [ "product", "role" ], "type": "object" }, "type": "array" }, "profile": { "additionalProperties": false, "properties": { "eyebrow": { "type": "string" }, "finds": { "type": "string" }, "forWho": { "type": "string" }, "headline": { "type": "string" }, "output": { "type": "string" } }, "required": [ "eyebrow", "headline", "forWho", "finds", "output" ], "type": "object" }, "recipes": { "items": { "additionalProperties": false, "properties": { "name": { "type": "string" }, "status": { "enum": [ "live", "planned" ], "type": "string" } }, "required": [ "name", "status" ], "type": "object" }, "type": "array" }, "researchGrounding": { "items": { "type": "string" }, "type": "array" }, "seo": { "additionalProperties": false, "properties": { "metaDescription": { "type": "string" }, "metaTitle": { "type": "string" } }, "required": [ "metaTitle", "metaDescription" ], "type": "object" }, "slug": { "type": "string" }, "status": { "enum": [ "live", "draft" ], "type": "string" }, "teaser": { "type": "string" }, "title": { "type": "string" }, "useCase": { "type": "string" } }, "required": [ "slug", "status", "title", "useCase", "navLabel", "personas", "grammars", "teaser", "presentingProblem", "bindingConstraint", "profile", "seo", "northStar", "researchGrounding", "mockDataSpec", "cards", "products", "recipes", "order", "group", "pitches" ], "type": "object" }, "type": "array" } }, "required": [ "contract", "filter", "count", "situations" ], "type": "object" } }, { "description": "Pre-authored data-story tracks — the possibility space. Complete data stories: the SB7 argument, the acts and beats that carry it, the branches it forks down, the decision it produces, and the data required to test it. Candidates only — nothing here asserts a story is true of any organisation; that is decided against data. ?persona / ?problem / ?metric / ?slug filter.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "metric": { "description": "Filter by metric tag, e.g. attrition.", "type": "string" }, "persona": { "description": "Candidate stories for one persona (registry prefixes and aliases are normalized).", "type": "string" }, "problem": { "description": "Filter by problem tag, e.g. regretted-attrition.", "type": "string" }, "slug": { "description": "Fetch a single story track.", "type": "string" } }, "type": "object" }, "name": "get_story_tracks", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "contract": { "type": "string" }, "count": { "type": "number" }, "filter": { "additionalProperties": false, "properties": { "metric": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "persona": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "personaResolved": { "anyOf": [ { "type": "boolean" }, { "type": "null" } ] }, "problem": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "slug": { "anyOf": [ { "type": "string" }, { "type": "null" } ] } }, "required": [ "persona", "personaResolved", "problem", "metric", "slug" ], "type": "object" }, "note": { "type": "string" }, "stories": { "items": { "additionalProperties": false, "properties": { "acts": { "items": { "additionalProperties": false, "properties": { "beats": { "items": { "additionalProperties": false, "properties": { "acceptCards": { "items": { "type": "string" }, "type": "array" }, "acceptForms": { "items": { "type": "string" }, "type": "array" }, "archetype": { "type": "string" }, "handle": { "type": "string" }, "id": { "type": "string" }, "role": { "type": "string" }, "subQuestion": { "type": "string" }, "transition": { "type": "string" } }, "required": [ "id", "archetype", "transition", "subQuestion", "role", "acceptCards", "acceptForms", "handle" ], "type": "object" }, "type": "array" }, "purpose": { "type": "string" }, "title": { "type": "string" } }, "required": [ "title", "purpose", "beats" ], "type": "object" }, "type": "array" }, "altitudes": { "anyOf": [ { "additionalProperties": false, "properties": { "analyst": { "type": "string" }, "director": { "type": "string" }, "exec": { "type": "string" }, "manager": { "type": "string" } }, "type": "object" }, { "type": "null" } ] }, "branches": { "items": { "additionalProperties": false, "properties": { "afterBeat": { "type": "string" }, "condition": { "type": "string" }, "elseGoTo": { "additionalProperties": false, "properties": { "note": { "type": "string" }, "storySlug": { "type": "string" } }, "required": [ "storySlug", "note" ], "type": "object" }, "thenBeats": { "items": { "additionalProperties": false, "properties": { "archetype": { "type": "string" }, "handle": { "type": "string" }, "id": { "type": "string" }, "opens": { "additionalProperties": false, "properties": { "acceptCards": { "items": { "type": "string" }, "type": "array" }, "acceptForms": { "items": { "type": "string" }, "type": "array" }, "role": { "type": "string" } }, "required": [ "acceptCards", "role" ], "type": "object" }, "subQuestion": { "type": "string" }, "supports": { "items": { "additionalProperties": false, "properties": { "acceptCards": { "items": { "type": "string" }, "type": "array" }, "acceptForms": { "items": { "type": "string" }, "type": "array" }, "role": { "type": "string" } }, "required": [ "acceptCards", "role" ], "type": "object" }, "type": "array" }, "transition": { "type": "string" } }, "required": [ "id", "archetype", "transition", "subQuestion", "opens", "handle" ], "type": "object" }, "type": "array" } }, "required": [ "afterBeat", "condition" ], "type": "object" }, "type": "array" }, "brandscript": { "additionalProperties": false, "properties": { "callToAction": { "additionalProperties": false, "properties": { "direct": { "type": "string" }, "transitional": { "type": "string" } }, "required": [ "direct" ], "type": "object" }, "character": { "additionalProperties": false, "properties": { "wants": { "type": "string" }, "who": { "type": "string" } }, "required": [ "who", "wants" ], "type": "object" }, "failure": { "type": "string" }, "guide": { "additionalProperties": false, "properties": { "authority": { "type": "string" }, "empathy": { "type": "string" } }, "required": [ "empathy", "authority" ], "type": "object" }, "plan": { "items": { "type": "string" }, "type": "array" }, "problem": { "additionalProperties": false, "properties": { "external": { "type": "string" }, "internal": { "type": "string" }, "philosophical": { "type": "string" }, "villain": { "type": "string" } }, "required": [ "villain", "external", "internal", "philosophical" ], "type": "object" }, "success": { "additionalProperties": false, "properties": { "outcome": { "type": "string" }, "transformation": { "type": "string" } }, "required": [ "outcome", "transformation" ], "type": "object" } }, "required": [ "character", "problem", "guide", "plan", "callToAction", "failure", "success" ], "type": "object" }, "cast": { "additionalProperties": false, "properties": { "metricTags": { "items": { "type": "string" }, "type": "array" }, "populations": { "items": { "type": "string" }, "type": "array" } }, "required": [ "metricTags", "populations" ], "type": "object" }, "close": { "additionalProperties": false, "properties": { "nextSteps": { "items": { "type": "string" }, "type": "array" }, "question": { "type": "string" } }, "required": [ "question", "nextSteps" ], "type": "object" }, "dataRequirements": { "items": { "type": "string" }, "type": "array" }, "drivingQuestion": { "type": "string" }, "hero": { "type": "string" }, "logline": { "type": "string" }, "name": { "type": "string" }, "occasion": { "type": "string" }, "personas": { "items": { "type": "string" }, "type": "array" }, "problemTags": { "items": { "type": "string" }, "type": "array" }, "provenanceClass": { "enum": [ "engagement-replay + framework", "framework" ], "type": "string" }, "resolution": { "type": "string" }, "slug": { "type": "string" } }, "required": [ "slug", "name", "logline", "occasion", "hero", "drivingQuestion", "personas", "problemTags", "cast", "brandscript", "acts", "branches", "resolution", "close", "dataRequirements", "altitudes", "provenanceClass" ], "type": "object" }, "type": "array" } }, "required": [ "contract", "note", "filter", "count", "stories" ], "type": "object" } }, { "description": "The PeopleAnalyst tool catalog (corpus-grounded acting tools). Machine-readable catalog of every corpus-grounded acting tool — name, category, what it does, inputs/outputs, concrete use cases, the profile URL, and how to run it (auth-gated REST + MCP). Last production probe (2026-09-23) reported grounded: true. Discovery is open (find + cite the tools); execution is API-key gated. ?category filters by family; ?slug returns one tool.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "category": { "description": "Filter by family (e.g. Marketing, Startup & strategy, Software engineering).", "type": "string" }, "slug": { "description": "Return a single tool by slug (e.g. positioning).", "type": "string" } }, "type": "object" }, "name": "get_tools", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "contract": { "type": "string" }, "count": { "type": "number" }, "filter": { "additionalProperties": false, "properties": { "category": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "slug": { "anyOf": [ { "type": "string" }, { "type": "null" } ] } }, "required": [ "category", "slug" ], "type": "object" }, "grounding": { "additionalProperties": false, "properties": { "note": { "type": "string" }, "production": { "additionalProperties": false, "properties": { "books": { "type": "number" }, "constructs": { "type": "number" }, "grounded": { "type": "boolean" }, "probedAt": { "type": "string" }, "service": { "type": "string" }, "unavailable_reason": { "anyOf": [ { "type": "string" }, { "type": "null" } ] } }, "required": [ "grounded", "constructs", "books", "unavailable_reason", "probedAt", "service" ], "type": "object" }, "reports": { "const": true, "type": "boolean" } }, "required": [ "reports", "production", "note" ], "type": "object" }, "reliability": { "additionalProperties": false, "properties": { "kind": { "const": "one_model_pass", "type": "string" }, "label": { "type": "string" }, "meaning": { "type": "string" }, "note": { "type": "string" }, "raise": { "type": "string" } }, "required": [ "kind", "label", "meaning", "raise", "note" ], "type": "object" }, "tools": { "items": { "additionalProperties": false, "properties": { "approach": { "type": "string" }, "category": { "type": "string" }, "description": { "type": "string" }, "hasExample": { "type": "boolean" }, "inputs": { "type": "string" }, "name": { "type": "string" }, "outputs": { "type": "string" }, "profileUrl": { "type": "string" }, "run": { "additionalProperties": false, "properties": { "auth": { "const": "api-key", "type": "string" }, "mcpTools": { "items": { "type": "string" }, "type": "array" }, "rest": { "type": "string" } }, "required": [ "rest", "mcpTools", "auth" ], "type": "object" }, "slug": { "type": "string" }, "useCases": { "items": { "type": "string" }, "type": "array" } }, "required": [ "slug", "name", "category", "description", "approach", "inputs", "outputs", "useCases", "profileUrl", "run", "hasExample" ], "type": "object" }, "type": "array" } }, "required": [ "contract", "filter", "count", "grounding", "reliability", "tools" ], "type": "object" } }, { "description": "Returns the full index of authored /answers pages — one entry per slug, with the question and canonical URL. Use this to discover available slugs before calling get_answer.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": {}, "type": "object" }, "name": "list_answers", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "answers": { "items": { "additionalProperties": false, "properties": { "canonicalUrl": { "type": "string" }, "question": { "type": "string" }, "slug": { "type": "string" }, "title": { "type": "string" }, "updatedAt": { "type": "string" } }, "required": [ "slug", "title", "question", "canonicalUrl", "updatedAt" ], "type": "object" }, "type": "array" }, "contract": { "type": "string" }, "count": { "type": "number" } }, "required": [ "contract", "count", "answers" ], "type": "object" } }, { "description": "List PeopleAnalyst's free machine-readable feeds and their MCP/REST availability. OpenAPI is also published at https://peopleanalyst.com/openapi.json.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": {}, "type": "object" }, "name": "list_peopleanalyst_feeds", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "feeds": { "items": { "additionalProperties": false, "properties": { "params": { "items": { "type": "string" }, "type": "array" }, "path": { "type": "string" }, "restOnly": { "const": true, "type": "boolean" }, "summary": { "type": "string" }, "tool": { "type": "string" } }, "required": [ "path", "summary", "params" ], "type": "object" }, "type": "array" } }, "required": [ "feeds" ], "type": "object" } }, { "description": "What data to ask for next, and what it would rule out. The acquisition planner. Given which data-stories are still candidates, returns the single most efficient next question, the full ranked list, and the minimum set of asks that makes every live story testable — split into what can be sent today versus what needs legal review. Ranked by information-per-friction: how evenly an answer splits the live hypothesis set (computed by entropy from the discrimination matrix, never hand-asserted) divided by a cost in which GOVERNANCE outweighs effort. Absent priors all live stories weigh equally, so results reflect structure, not likelihood. GET accepts ?live=, ?have=, ?lack= as comma lists.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "body": { "additionalProperties": {}, "description": "JSON request body accepted by the underlying endpoint.", "propertyNames": { "type": "string" }, "type": "object" } }, "required": [ "body" ], "type": "object" }, "name": "plan_next_data_ask", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "caveat": { "type": "string" }, "contract": { "type": "string" }, "live": { "items": { "type": "string" }, "type": "array" }, "nextAsk": { "anyOf": [ { "additionalProperties": false, "properties": { "ask": { "type": "string" }, "availabilitySplitBits": { "type": "number" }, "cost": { "type": "number" }, "effort": { "enum": [ "trivial", "low", "moderate", "high" ], "type": "string" }, "eliminatedIfAbsent": { "items": { "type": "string" }, "type": "array" }, "governance": { "enum": [ "open", "internal", "restricted", "collect" ], "type": "string" }, "label": { "type": "string" }, "rationale": { "type": "string" }, "variable": { "type": "string" } }, "required": [ "variable", "label", "ask", "governance", "effort", "availabilitySplitBits", "cost", "rationale", "eliminatedIfAbsent" ], "type": "object" }, { "type": "null" } ] }, "plan": { "additionalProperties": false, "properties": { "asks": { "items": { "additionalProperties": false, "properties": { "ask": { "type": "string" }, "effort": { "enum": [ "trivial", "low", "moderate", "high" ], "type": "string" }, "governance": { "enum": [ "open", "internal", "restricted", "collect" ], "type": "string" }, "label": { "type": "string" }, "variable": { "type": "string" } }, "required": [ "variable", "label", "ask", "governance", "effort" ], "type": "object" }, "type": "array" }, "collectableGaps": { "items": { "additionalProperties": false, "properties": { "blocks": { "items": { "type": "string" }, "type": "array" }, "caveat": { "type": "string" }, "deliveryPaths": { "items": { "enum": [ "kit", "managed" ], "type": "string" }, "type": "array" }, "diyPrice": { "additionalProperties": false, "properties": { "basis": { "type": "string" }, "path": { "enum": [ "diy", "managed" ], "type": "string" }, "recommendEnterprise": { "type": "boolean" }, "status": { "enum": [ "provisional", "posted" ], "type": "string" }, "totalUsd": { "type": "number" } }, "required": [ "path", "totalUsd", "basis", "recommendEnterprise", "status" ], "type": "object" }, "fieldableInstrument": { "anyOf": [ { "type": "string" }, { "type": "null" } ] }, "indicativePrice": { "additionalProperties": false, "properties": { "basis": { "type": "string" }, "path": { "enum": [ "diy", "managed" ], "type": "string" }, "recommendEnterprise": { "type": "boolean" }, "status": { "enum": [ "provisional", "posted" ], "type": "string" }, "totalUsd": { "type": "number" } }, "required": [ "path", "totalUsd", "basis", "recommendEnterprise", "status" ], "type": "object" }, "population": { "type": "string" }, "researchInstruments": { "items": { "additionalProperties": false, "properties": { "id": { "type": "string" }, "url": { "type": "string" } }, "required": [ "id", "url" ], "type": "object" }, "type": "array" }, "shape": { "additionalProperties": false, "properties": { "analysisOnly": { "type": "boolean" }, "respondents": { "type": "number" }, "waves": { "type": "number" } }, "required": [ "respondents", "waves" ], "type": "object" }, "title": { "type": "string" }, "turnaround": { "type": "string" }, "unlocks": { "type": "string" }, "variable": { "type": "string" } }, "required": [ "variable", "blocks", "title", "population", "turnaround", "unlocks", "caveat", "fieldableInstrument", "deliveryPaths", "researchInstruments", "shape", "indicativePrice", "diyPrice" ], "type": "object" }, "type": "array" }, "needsLegalOrCollection": { "items": { "type": "string" }, "type": "array" }, "sendToday": { "items": { "type": "string" }, "type": "array" }, "totalFriction": { "type": "number" } }, "required": [ "asks", "totalFriction", "sendToday", "needsLegalOrCollection", "collectableGaps" ], "type": "object" }, "ranked": { "items": { "additionalProperties": false, "properties": { "ask": { "type": "string" }, "availabilitySplitBits": { "type": "number" }, "cost": { "type": "number" }, "eliminatedIfAbsent": { "items": { "type": "string" }, "type": "array" }, "governance": { "enum": [ "open", "internal", "restricted", "collect" ], "type": "string" }, "splitPerFriction": { "type": "number" }, "variable": { "type": "string" } }, "required": [ "variable", "ask", "governance", "availabilitySplitBits", "cost", "splitPerFriction", "eliminatedIfAbsent" ], "type": "object" }, "type": "array" }, "valueOfInformation": { "additionalProperties": false, "properties": { "computedHere": { "const": false, "type": "boolean" }, "note": { "type": "string" }, "owner": { "type": "string" } }, "required": [ "computedHere", "note", "owner" ], "type": "object" } }, "required": [ "contract", "caveat", "valueOfInformation", "live", "nextAsk", "ranked", "plan" ], "type": "object" } }, { "description": "Behavioral segmentation, role discovery, and exemplar matching. Deterministic segmentation over caller-supplied numeric vectors: cluster subjects, discover roles from behaviour + relationship edges, detect emergent roles, or match against exemplars. Structured non-biometric signals only — no audio, video, or affect inference. The caller supplies all data; nothing is retained. Capped at 5,000 rows per request.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "body": { "additionalProperties": {}, "description": "JSON request body accepted by the underlying endpoint.", "propertyNames": { "type": "string" }, "type": "object" } }, "required": [ "body" ], "type": "object" }, "name": "run_segmentation", "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "assignments": { "items": { "additionalProperties": false, "properties": { "id": { "type": "string" }, "label": { "type": "string" }, "role": { "type": "string" }, "segment_id": { "type": "string" } }, "required": [ "id", "role", "segment_id" ], "type": "object" }, "type": "array" }, "boundary": { "additionalProperties": false, "properties": { "mechanism": { "const": "behavioral-feature clustering", "type": "string" }, "patent": { "type": "string" }, "reads_conversational_content": { "const": false, "type": "boolean" } }, "required": [ "mechanism", "reads_conversational_content", "patent" ], "type": "object" }, "dimensions_ignored": { "items": { "type": "string" }, "type": "array" }, "dimensions_used": { "items": { "type": "string" }, "type": "array" }, "features_ignored": { "items": { "type": "string" }, "type": "array" }, "features_used": { "items": { "type": "string" }, "type": "array" }, "k": { "type": "number" }, "matches": { "items": { "additionalProperties": false, "properties": { "confidence": { "type": "number" }, "distance": { "type": "number" }, "id": { "type": "string" }, "klass": { "type": "string" } }, "required": [ "id", "klass", "distance", "confidence" ], "type": "object" }, "type": "array" }, "provenance": { "additionalProperties": false, "properties": { "engine": { "const": "segmentation", "type": "string" }, "generated_at": { "type": "string" }, "method": { "const": "kmeans+silhouette", "type": "string" }, "patent_lineage": { "type": "string" } }, "required": [ "engine", "method", "patent_lineage", "generated_at" ], "type": "object" }, "roles": { "items": { "additionalProperties": false, "properties": { "role": { "type": "string" }, "segment_id": { "type": "string" }, "signature": { "type": "string" }, "size": { "type": "number" } }, "required": [ "role", "segment_id", "signature", "size" ], "type": "object" }, "type": "array" }, "segmentation": { "additionalProperties": false, "properties": { "dimensions_ignored": { "items": { "type": "string" }, "type": "array" }, "dimensions_used": { "items": { "type": "string" }, "type": "array" }, "k": { "type": "number" }, "provenance": { "additionalProperties": false, "properties": { "engine": { "const": "segmentation", "type": "string" }, "generated_at": { "type": "string" }, "method": { "const": "kmeans+silhouette", "type": "string" }, "patent_lineage": { "type": "string" } }, "required": [ "engine", "method", "patent_lineage", "generated_at" ], "type": "object" }, "segments": { "items": { "additionalProperties": false, "properties": { "centroid": { "additionalProperties": { "type": "number" }, "propertyNames": { "type": "string" }, "type": "object" }, "distinguishing": { "items": { "additionalProperties": false, "properties": { "dimension": { "type": "string" }, "z": { "type": "number" } }, "required": [ "dimension", "z" ], "type": "object" }, "type": "array" }, "members": { "items": { "additionalProperties": false, "properties": { "distance": { "type": "number" }, "id": { "type": "string" }, "label": { "type": "string" } }, "required": [ "id", "distance" ], "type": "object" }, "type": "array" }, "segment_id": { "type": "string" }, "size": { "type": "number" } }, "required": [ "segment_id", "size", "centroid", "distinguishing", "members" ], "type": "object" }, "type": "array" }, "silhouette": { "type": "number" } }, "required": [ "segments", "dimensions_used", "dimensions_ignored", "k", "silhouette", "provenance" ], "type": "object" }, "segments": { "items": { "additionalProperties": false, "properties": { "centroid": { "additionalProperties": { "type": "number" }, "propertyNames": { "type": "string" }, "type": "object" }, "distinguishing": { "items": { "additionalProperties": false, "properties": { "dimension": { "type": "string" }, "z": { "type": "number" } }, "required": [ "dimension", "z" ], "type": "object" }, "type": "array" }, "members": { "items": { "additionalProperties": false, "properties": { "distance": { "type": "number" }, "id": { "type": "string" }, "label": { "type": "string" } }, "required": [ "id", "distance" ], "type": "object" }, "type": "array" }, "segment_id": { "type": "string" }, "size": { "type": "number" } }, "required": [ "segment_id", "size", "centroid", "distinguishing", "members" ], "type": "object" }, "type": "array" }, "silhouette": { "type": "number" } }, "type": "object" } } ] }
Verify it yourselfcurl -s https://api.teppi.xyz/v1/evidence/sha256:f0be7e29891469295d127cb450eefe3835a7f769c89599c7e06d5a12c0fb65eb | sha256sum