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demo Unverified (seed import) Productivity & Business 8 tools imperative implementation

A signalized intersection a human and an AI agent operate together. The simulation runs entirely in the tab and exposes eight WebMCP tools.

First seen 2026-09-14 · Last seen 2026-09-14 · Source: webmcp.com

Answer 2 · Act 6 · Transact 0 · Score: Not yet scored

Tool inspector

play_sequence

act imperative

Hand the operator a scrubbable, narrated walkthrough of your reasoning. Each step puts a timing — or a pair of timings — on the cycle diagram with a one-line caption. The operator can pause, scrub and replay it. Two kinds of step: - focus="structure" (default) draws the cycle diagram: where the phases sit, what a protected phase costs in cycle time. - focus="metrics" compares OUTCOMES side by side: mean wait, 95th percentile, left-turn wait, max queue, throughput. Requires compare_config. Use a metrics step whenever the argument is about tail delay, queues or throughput rather than phase layout. Two plans can be structurally near-identical and still differ by twenty seconds of 95th-percentile wait. The cycle diagram cannot show that; a metrics step can. REACH FOR THIS when the answer is structural and a diagram carries it better than a sentence: · the fastest timing is not the one you recommend · a phase was added or removed, and you want to show what it cost · the cycle length moved substantially, or the split rebalanced · the right answer differs between two scenarios · you are explaining a refusal, and the legal timing looks different When two plans are structurally near-identical but differ in outcome, do not skip the replay: use focus="metrics" instead. Fall back to prose only when neither structure nor outcomes differ meaningfully. A comparison step draws both timings to the same seconds-per-pixel scale, so a difference in cycle length is visible rather than asserted. Captions should say what changed and what it cost — the diagram already shows the shape, so do not narrate the shape. This does NOT change the committed timing. It is an explanation, not a deployment. Metrics for every referenced timing are re-measured here so the captions cannot drift from what is on screen.

Input schema

PropertyTypeRequiredDescription
title string yes Short heading for the replay.
steps array yes
scenario_id string no Scenario the metrics refer to. Defaults to active.
Raw JSON schema
{
  "type": "object",
  "properties": {
    "title": {
      "type": "string",
      "maxLength": 80,
      "description": "Short heading for the replay."
    },
    "steps": {
      "type": "array",
      "minItems": 2,
      "maxItems": 8,
      "items": {
        "type": "object",
        "properties": {
          "config": {
            "type": "object",
            "properties": {
              "ns_green_s": {
                "type": "number",
                "minimum": 7,
                "maximum": 90,
                "description": "North–south through green, seconds."
              },
              "ew_green_s": {
                "type": "number",
                "minimum": 7,
                "maximum": 90,
                "description": "East–west through green, seconds."
              },
              "yellow_s": {
                "type": "number",
                "minimum": 4,
                "maximum": 6,
                "description": "Yellow after every green, seconds. Safety-derived floor of 4 s — see the min_yellow constraint."
              },
              "all_red_s": {
                "type": "number",
                "minimum": 2,
                "maximum": 4,
                "description": "All-red clearance, seconds. Safety-derived floor of 2 s — see the min_all_red constraint."
              },
              "left_protected": {
                "type": "boolean",
                "description": "Give NS left turns an exclusive phase."
              },
              "ns_left_green_s": {
                "type": "number",
                "minimum": 0,
                "maximum": 30,
                "description": "Protected left phase duration. Must be 0 when left_protected is false."
              }
            },
            "required": [
              "ns_green_s",
              "ew_green_s",
              "yellow_s",
              "all_red_s",
              "left_protected",
              "ns_left_green_s"
            ],
            "additionalProperties": false
          },
          "compare_config": {
            "type": "object",
            "properties": {
              "ns_green_s": {
                "type": "number",
                "minimum": 7,
                "maximum": 90,
                "description": "North–south through green, seconds."
              },
              "ew_green_s": {
                "type": "number",
                "minimum": 7,
                "maximum": 90,
                "description": "East–west through green, seconds."
              },
              "yellow_s": {
                "type": "number",
                "minimum": 4,
                "maximum": 6,
                "description": "Yellow after every green, seconds. Safety-derived floor of 4 s — see the min_yellow constraint."
              },
              "all_red_s": {
                "type": "number",
                "minimum": 2,
                "maximum": 4,
                "description": "All-red clearance, seconds. Safety-derived floor of 2 s — see the min_all_red constraint."
              },
              "left_protected": {
                "type": "boolean",
                "description": "Give NS left turns an exclusive phase."
              },
              "ns_left_green_s": {
                "type": "number",
                "minimum": 0,
                "maximum": 30,
                "description": "Protected left phase duration. Must be 0 when left_protected is false."
              }
            },
            "required": [
              "ns_green_s",
              "ew_green_s",
              "yellow_s",
              "all_red_s",
              "left_protected",
              "ns_left_green_s"
            ],
            "additionalProperties": false,
            "description": "Optional second timing, drawn beneath the first at the same time scale for direct comparison."
          },
          "caption": {
            "type": "string",
            "maxLength": 160,
            "description": "One line on what this step shows. Say what changed and what it cost — the diagram already shows the shape."
          },
          "focus": {
            "type": "string",
            "enum": [
              "structure",
              "metrics"
            ],
            "description": "structure (default) draws the cycle diagram. metrics compares outcomes side by side and requires compare_config."
          },
          "hold_ms": {
            "type": "integer",
            "minimum": 1200,
            "maximum": 8000,
            "description": "How long to dwell before advancing. Defaults to 3500."
          }
        },
        "required": [
          "config",
          "caption"
        ],
        "additionalProperties": false
      }
    },
    "scenario_id": {
      "type": "string",
      "description": "Scenario the metrics refer to. Defaults to active."
    }
  },
  "required": [
    "title",
    "steps"
  ],
  "additionalProperties": false
}

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