5sigmas.com

{
  "name": "5sigmas_discover_tools",
  "kind": "answer",
  "impl": "imperative",
  "description": "Discover the 18 deterministic 5sigmas AI engineering tools by problem, category or intended audience. Returns localized live URLs and concise capability descriptions.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "query": {
        "type": "string",
        "description": "Problem or capability, for example voice latency, RAG evaluation, VRAM or prompt injection."
      },
      "category": {
        "type": "string",
        "description": "Optional exact category from the catalog."
      },
      "audience": {
        "type": "string",
        "description": "Optional audience substring, for example agent engineers or ML researchers."
      },
      "limit": {
        "type": "number",
        "minimum": 1,
        "maximum": 12,
        "default": 8
      }
    },
    "additionalProperties": false
  },
  "page": "/"
}

{
  "name": "5sigmas_search_library",
  "kind": "act",
  "impl": "imperative",
  "description": "Search the current-language 5sigmas knowledge library across tools, concepts, learning series, videos and engineering notes. Use this to connect a technical question to the most relevant 5sigmas material.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "query": {
        "type": "string",
        "minLength": 2,
        "description": "Technical question, concept or engineering problem to search for."
      },
      "limit": {
        "type": "number",
        "minimum": 1,
        "maximum": 12,
        "default": 8
      }
    },
    "required": [
      "query"
    ],
    "additionalProperties": false
  },
  "page": "/"
}

{
  "name": "5sigmas_page_context",
  "kind": "answer",
  "impl": "imperative",
  "description": "Return structured context for the current 5sigmas page: canonical URL, current tool metadata, headings, related internal content, public external evidence links and language alternates. Repository implementation metadata is never exposed.",
  "inputSchema": {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  },
  "page": "/"
}

{
  "name": "5sigmas_search_knowledge",
  "kind": "act",
  "impl": "imperative",
  "description": "Search every machine-indexed item deployed on 5sigmas in the current language: concepts, series chapters, engineering notes, tools, graphics, SVG diagrams, animations, videos and referenced evidence. Repository implementation metadata is never exposed.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "query": {
        "type": "string",
        "description": "Topic, technical question, concept, visual or evidence to find. Empty returns representative indexed items."
      },
      "kinds": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "description": "Optional item-kind filters such as concept, series-chapter, engineering, tool, image, svg, animation, video or evidence."
      },
      "limit": {
        "type": "integer",
        "minimum": 1,
        "maximum": 24,
        "default": 8
      }
    },
    "additionalProperties": false
  },
  "page": "/"
}

{
  "name": "5sigmas_get_knowledge_item",
  "kind": "answer",
  "impl": "imperative",
  "description": "Retrieve one indexed 5sigmas page, visual, animation, video or public evidence item by stable ID. For site content and visuals it can also return the clean deployed Markdown representation. Repository implementation metadata is never exposed.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "id": {
        "type": "string",
        "minLength": 3,
        "description": "Stable item ID returned by 5sigmas_search_knowledge, 5sigmas_search_visuals or 5sigmas_get_topic_bundle."
      },
      "include_content": {
        "type": "boolean",
        "default": true,
        "description": "Fetch the same-origin clean Markdown representation when available."
      }
    },
    "required": [
      "id"
    ],
    "additionalProperties": false
  },
  "page": "/"
}

{
  "name": "5sigmas_get_topic_bundle",
  "kind": "act",
  "impl": "imperative",
  "description": "Assemble the strongest 5sigmas material for one topic across concepts, learning series, engineering notes, executable tools, visuals/animations, videos and public evidence.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "query": {
        "type": "string",
        "minLength": 2,
        "description": "Topic or engineering problem, for example agent reliability, prompt injection, inference memory or test-time compute."
      },
      "limit_per_kind": {
        "type": "integer",
        "minimum": 1,
        "maximum": 8,
        "default": 4
      }
    },
    "required": [
      "query"
    ],
    "additionalProperties": false
  },
  "page": "/"
}

{
  "name": "5sigmas_search_visuals",
  "kind": "act",
  "impl": "imperative",
  "description": "Find meaningful images, inline SVG diagrams, interactive animation shells and videos actually deployed inside 5sigmas content, linked back only to public 5sigmas pages and assets.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "query": {
        "type": "string",
        "description": "Visual topic or concept to find."
      },
      "visual_type": {
        "type": "string",
        "enum": [
          "image",
          "svg",
          "animation",
          "video"
        ],
        "description": "Optional visual type filter."
      },
      "limit": {
        "type": "integer",
        "minimum": 1,
        "maximum": 24,
        "default": 8
      }
    },
    "additionalProperties": false
  },
  "page": "/"
}

{
  "name": "5sigmas_get_evidence",
  "kind": "answer",
  "impl": "imperative",
  "description": "Retrieve public external evidence links referenced by 5sigmas, excluding repository and implementation hosts. Filter globally by query or restrict to a specific knowledge item.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "query": {
        "type": "string",
        "description": "Optional source/evidence topic."
      },
      "item_id": {
        "type": "string",
        "description": "Optional page or child knowledge item whose public supporting external references should be returned."
      },
      "limit": {
        "type": "integer",
        "minimum": 1,
        "maximum": 24,
        "default": 8
      }
    },
    "additionalProperties": false
  },
  "page": "/"
}

{
  "name": "5sigmas_knowledge_stats",
  "kind": "answer",
  "impl": "imperative",
  "description": "Return counts of public knowledge-object types currently indexed from the deployed locale. Repository implementation metadata is excluded from this surface.",
  "inputSchema": {
    "type": "object",
    "properties": {},
    "additionalProperties": false
  },
  "page": "/"
}

{
  "name": "5sigmas_get_learning_path",
  "kind": "act",
  "impl": "imperative",
  "description": "Return the crawlable semantic path around the current page or a requested topic: what to understand, read next, watch next, try interactively and explore in depth. The same relationships are rendered as real internal links for people and search engines.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "query": {
        "type": "string",
        "description": "Optional topic to route through 5sigmas when the current page is not the desired starting point."
      },
      "current_url": {
        "type": "string",
        "description": "Optional public 5sigmas URL to use as the starting page. Defaults to the current browser page."
      },
      "goal": {
        "type": "string",
        "enum": [
          "learn",
          "watch",
          "build",
          "explore"
        ],
        "default": "learn"
      }
    },
    "additionalProperties": false
  },
  "page": "/"
}