feat: add run test flow
This commit is contained in:
@@ -0,0 +1,107 @@
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[
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{
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"id": "t1",
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"question": "На столе лежало 3 яблока. Ты взял 2 яблока. Сколько яблок осталось на столе? Ответь одним числом.",
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"answer": "1"
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},
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{
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"id": "t2",
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"question": "Фермер имеет 17 кур. Все, кроме 9, умерли. Сколько кур осталось живыми? Ответь одним числом.",
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"answer": "9"
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},
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{
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"id": "t3",
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"question": "Сколько месяцев в году имеют 28 дней? Ответь одним числом.",
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"answer": "12"
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},
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{
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"id": "t4",
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"question": "Карандаш и ручка вместе стоят 1 рубль 10 копеек. Ручка стоит на 1 рубль дороже карандаша. Сколько стоит карандаш? Ответь числом в копейках.",
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"answer": "5"
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},
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{
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"id": "t5",
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"question": "Если 5 машин за 5 минут делают 5 деталей, сколько деталей сделают 100 машин за 100 минут? Ответь одним числом.",
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"answer": "2000"
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},
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{
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"id": "t6",
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"question": "В озере растут кувшинки. Каждый день их количество удваивается. Пруд полностью покрывается за 48 дней. За сколько дней покрывается половина пруда? Ответь одним числом.",
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"answer": "47"
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},
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{
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"id": "t7",
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"question": "Числа от 1 до 9 включительно: сколько из них содержат букву «и» в русском названии? Ответь одним числом.",
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"answer": "2"
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},
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{
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"id": "t8",
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"question": "У тебя список из 12 чисел. Если удалить каждое второе число в списке, сколько чисел останется? Ответь одним числом.",
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"answer": "6"
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},
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{
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"id": "t9",
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"question": "Монетку подбросили 3 раза. Какова вероятность, что выпадет орёл все 3 раза? Ответь обыкновенной дробью.",
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"answer": "1/8"
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},
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{
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"id": "t10",
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"question": "У меня есть 10 рублей. Я потратил 3.50 на хлеб и 1.50 на молоко. Сколько сдачи осталось? Ответь числом в рублях.",
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"answer": "5"
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},
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{
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"id": "t11",
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"question": "Поезд длиной 100 метров движется со скоростью 36 км/ч. За сколько секунд он полностью проедет мимо столба? Ответь одним числом.",
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"answer": "10"
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},
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{
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"id": "t12",
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"question": "Если число увеличить на 30% и получить 78, чему было исходное число? Ответь одним числом.",
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"answer": "60"
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},
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{
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"id": "t13",
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"question": "В комнате 4 угла. В каждом углу сидит кошка. Напротив каждой кошки сидят 3 кошки. Сколько всего кошек в комнате? Ответь одним числом.",
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"answer": "4"
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},
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{
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"id": "t14",
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"question": "Периметр квадрата 28 см. Чему равна его площадь в квадратных сантиметрах? Ответь одним числом.",
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"answer": "49"
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},
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{
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"id": "t15",
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"question": "Лена вдвое старше Миши. Сумма их возрастов 36 лет. Сколько лет Мише? Ответь одним числом.",
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"answer": "12"
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},
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{
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"id": "t16",
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"question": "В шкафу 10 белых и 10 чёрных носков вперемешку. Сколько носков надо достать вслепую, чтобы гарантированно получить пару одного цвета? Ответь одним числом.",
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"answer": "3"
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},
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{
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"id": "t17",
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"question": "Если 3 курицы несут 3 яйца за 3 дня, сколько яиц снесут 6 куриц за 6 дней? Ответь одним числом.",
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"answer": "12"
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},
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{
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"id": "t18",
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"question": "Восемь минус четыре, делённое на два (8 - 4/2). Чему равно выражение? Ответь одним числом.",
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"answer": "6"
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},
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{
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"id": "t19",
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"question": "На столе 7 свечей. 3 потухли. Сколько свечей осталось на столе? Ответь одним числом.",
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"answer": "7"
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},
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{
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"id": "t20",
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"question": "У Вити 5 машинок, у Кати в 3 раза больше. Потом Катя подарила Вите столько, сколько у него было изначально. Сколько машинок стало у Кати? Ответь одним числом.",
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"answer": "10"
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},
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{
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"id": "t21",
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"question": "Сумма трёх последовательных нечётных чисел равна 27. Чему равно наибольшее из них? Ответь одним числом.",
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"answer": "11"
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}
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]
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@@ -0,0 +1,56 @@
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const ACCEPT = "application/json, text/event-stream";
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function parseMcpResponse(text) {
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const trimmed = text.trim();
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if (!trimmed) throw new Error("Empty MCP response");
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if (trimmed.startsWith("{")) {
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return JSON.parse(trimmed);
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}
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if (trimmed.includes("event:") || trimmed.includes("data:")) {
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let payload = "";
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for (const line of trimmed.split(/\r?\n/)) {
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if (line.startsWith("data:")) payload += line.slice(5).trim();
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}
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if (payload.startsWith("{")) return JSON.parse(payload);
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}
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throw new Error(`Unrecognized MCP response format: ${trimmed.slice(0, 200)}`);
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}
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export class McpClient {
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constructor(url) {
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this.url = url;
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this.seq = 0;
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}
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async request(method, params = {}) {
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this.seq += 1;
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const res = await fetch(this.url, {
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method: "POST",
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headers: { "Content-Type": "application/json", Accept: ACCEPT },
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body: JSON.stringify({ jsonrpc: "2.0", id: this.seq, method, params }),
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});
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if (!res.ok) {
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throw new Error(`MCP HTTP ${res.status}: ${(await res.text()).slice(0, 300)}`);
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}
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const rpc = parseMcpResponse(await res.text());
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if (rpc.error) throw new Error(`MCP RPC error ${rpc.error.code}: ${rpc.error.message}`);
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return rpc;
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}
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async listTools() {
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const rpc = await this.request("tools/list");
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return rpc.result?.tools ?? [];
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}
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async callTool(name, args = {}) {
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const rpc = await this.request("tools/call", { name, arguments: args });
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return rpc.result;
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}
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}
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export function textContentFrom(result) {
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if (!result?.content) return "";
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return result.content
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.map((b) => (b.type === "text" ? b.text : JSON.stringify(b)))
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.join(" ");
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}
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@@ -0,0 +1,55 @@
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const DEFAULT_URL = "http://localhost:11434";
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export class Ollama {
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constructor({ url = DEFAULT_URL } = {}) {
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this.url = url.replace(/\/$/, "");
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}
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async ping() {
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if (process.env.OLLAMA_SKIP_PING === "1") return { ok: true, model: process.env.OLLAMA_MODEL };
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const res = await fetch(`${this.url}/api/tags`);
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if (!res.ok) throw new Error(`Ollama not reachable (HTTP ${res.status}) at ${this.url}`);
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const data = await res.json();
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const models = (data.models ?? []).map((m) => m.name);
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return { ok: true, models };
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}
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async chat({ model, messages, tools, temperature = 0, numCtx = 8192 }) {
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const body = {
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model,
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messages,
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stream: false,
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options: { temperature },
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};
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if (numCtx) body.options.num_ctx = numCtx;
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if (tools && tools.length) body.tools = tools;
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const res = await fetch(`${this.url}/api/chat`, {
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method: "POST",
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headers: { "Content-Type": "application/json" },
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body: JSON.stringify(body),
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});
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if (!res.ok) {
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const t = await res.text();
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throw new Error(`Ollama chat HTTP ${res.status}: ${t.slice(0, 300)}`);
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}
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const data = await res.json();
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const message = data.message ?? {};
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return {
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role: message.role ?? "assistant",
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content: message.content ?? "",
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toolCalls: message.tool_calls ?? [],
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promptEvalCount: data.prompt_eval_count ?? 0,
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evalCount: data.eval_count ?? 0,
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raw: data,
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};
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}
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}
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export async function listModels() {
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const o = new Ollama();
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const res = await fetch(`${o.url}/api/tags`);
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if (!res.ok) throw new Error(`Ollama not reachable (HTTP ${res.status})`);
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const data = await res.json();
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return (data.models ?? []).map((m) => m.name);
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}
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@@ -0,0 +1,14 @@
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{
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"name": "eval",
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"version": "1.0.0",
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"description": "MCP rubber-duck evaluation harness",
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"scripts": {
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"run": "node src/run.mjs",
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"report-html": "node src/report-html.mjs"
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},
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"license": "ISC",
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"type": "module",
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"dependencies": {
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"@modelcontextprotocol/client": "^2.0.0"
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}
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}
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@@ -0,0 +1,210 @@
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import { readFile, writeFile, mkdir } from "node:fs/promises";
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import path from "node:path";
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const SCENARIO_LABELS = {
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control: "Без утки (контроль)",
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blind: "Слепая утка",
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mentor: "Утка-помощник",
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};
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const SCENARIO_DESCS = {
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control: "Модель решает задачу напрямую, без инструментов.",
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blind: "Модель объясняет подход коллеге, вызывает quack, не зная заранее ответ.",
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mentor: "Модель обязана выписать мысли и возможные ошибки, затем проверить себя уткой.",
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};
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const MOOD_COLORS = { happy: "#f59e0b", confused: "#8b5cf6", excited: "#10b981", sleepy: "#64748b" };
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function esc(s) {
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return String(s ?? "")
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.replace(/&/g, "&")
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.replace(/</g, "<")
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.replace(/>/g, ">");
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}
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function nl2br(s) {
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return esc(s).replace(/\n/g, "<br>");
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}
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function scenarioCard(key, g) {
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const pct = g.accuracy;
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const color = pct >= 70 ? "#10b981" : pct >= 40 ? "#f59e0b" : "#ef4444";
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const duckPct = g.tasks ? Math.round((g.duckUsed / g.tasks) * 100) : 0;
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return `
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<div class="card scenario" data-scenario="${key}">
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<div class="scenario-head">
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<div>
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<div class="scenario-title">${esc(SCENARIO_LABELS[key])}</div>
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<div class="scenario-desc">${esc(SCENARIO_DESCS[key])}</div>
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</div>
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<div class="accuracy" style="color:${color}">${pct}%</div>
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</div>
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<div class="bar"><div class="bar-fill" style="width:${pct}%;background:${color}"></div></div>
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<div class="metrics">
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<div class="metric"><span class="m-label">Верно</span><span class="m-val">${g.correct} / ${g.tasks}</span></div>
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<div class="metric"><span class="m-label">Утка</span><span class="m-val">${duckPct}% (${g.duckUsed}/${g.tasks})</span></div>
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<div class="metric"><span class="m-label">Вызовов</span><span class="m-val">${g.toolCalls}</span></div>
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<div class="metric"><span class="m-label">Input</span><span class="m-val">${g.avgPromptTokens}</span></div>
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<div class="metric"><span class="m-label">Output</span><span class="m-val">${g.avgGenTokens}</span></div>
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<div class="metric"><span class="m-label">Рассужд.</span><span class="m-val">${g.avgDuckTokens}</span></div>
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</div>
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</div>`;
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}
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function rowHtml(r) {
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const cls = r.correct ? "ok" : "no";
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const duck = r.duckUsed ? "🦆" : "—";
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return `
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<tr class="scenario-row ${cls}" data-scenario="${r.scenario}">
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<td class="r-id">${esc(r.id)}</td>
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<td class="r-s">${esc(SCENARIO_LABELS[r.scenario])}</td>
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<td class="r-result">${r.correct ? "✓" : "✗"}</td>
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<td class="r-duck">${duck} <span class="muted">(${r.toolCalls})</span></td>
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<td class="r-question">${nl2br(r.question)}</td>
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<td class="r-expected">${esc(r.expected)}</td>
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<td class="r-tokens">${r.promptTokens}<span class="muted"> / </span>${r.genTokens}</td>
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<td class="r-answer">${nl2br(r.response)}</td>
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</tr>`;
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}
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export function buildHtml(report) {
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const s = report.scenarios;
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const cards = ["control", "blind", "mentor"]
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.filter((k) => s[k])
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.map((k) => scenarioCard(k, s[k]))
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.join("");
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const rows = report.perTask.map(rowHtml).join("");
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return `<!doctype html>
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<html lang="ru">
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<head>
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<meta charset="utf-8">
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<title>Rubber Duck MCP — отчёт тестирования</title>
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<style>
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:root {
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--bg:#0f172a; --panel:#1e293b; --panel2:#273449; --text:#e2e8f0;
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--muted:#94a3b8; --ok:#10b981; --no:#f87171; --border:#334155;
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}
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* { box-sizing:border-box; }
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body { margin:0; font-family:-apple-system,Segoe UI,Roboto,Helvetica,Arial,sans-serif;
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background:var(--bg); color:var(--text); line-height:1.5; }
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.wrap { max-width:1200px; margin:0 auto; padding:24px 20px 60px; }
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header h1 { margin:0 0 4px; font-size:22px; }
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.meta { color:var(--muted); font-size:13px; }
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.meta b { color:var(--text); font-weight:600; }
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.cards { display:grid; grid-template-columns:repeat(3,1fr); gap:16px; margin:24px 0; }
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@media (max-width:900px){ .cards { grid-template-columns:1fr; } }
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.card { background:var(--panel); border:1px solid var(--border); border-radius:12px; padding:16px; }
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.scenario-head { display:flex; justify-content:space-between; align-items:flex-start; gap:12px; }
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.scenario-title { font-size:16px; font-weight:700; }
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.scenario-desc { color:var(--muted); font-size:12px; margin-top:4px; }
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.accuracy { font-size:32px; font-weight:800; line-height:1; }
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.bar { height:8px; background:var(--panel2); border-radius:99px; margin:14px 0; overflow:hidden; }
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.bar-fill { height:100%; border-radius:99px; transition:width .4s; }
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.metrics { display:grid; grid-template-columns:repeat(3,1fr); gap:10px; }
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.metric { background:var(--panel2); border-radius:8px; padding:8px; text-align:center; }
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.m-label { display:block; color:var(--muted); font-size:11px; text-transform:uppercase; letter-spacing:.04em; }
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.m-val { font-size:16px; font-weight:700; }
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.filters { margin:8px 0 16px; display:flex; gap:8px; flex-wrap:wrap; align-items:center; }
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.filters button { background:var(--panel); color:var(--text); border:1px solid var(--border);
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padding:7px 14px; border-radius:8px; cursor:pointer; font-size:13px; }
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.filters button.active { background:#3b82f6; border-color:#3b82f6; color:#fff; }
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.tbl-shell { background:var(--panel); border:1px solid var(--border); border-radius:12px; overflow:hidden; }
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table { width:100%; border-collapse:collapse; font-size:13px; }
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thead th { position:sticky; top:0; background:var(--panel2); text-align:left; padding:10px 12px;
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font-size:11px; text-transform:uppercase; letter-spacing:.05em; color:var(--muted); }
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tbody td { padding:10px 12px; border-top:1px solid var(--border); vertical-align:top; }
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.scenario-row.ok .r-result { color:var(--ok); font-weight:800; }
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.scenario-row.no .r-result { color:var(--no); font-weight:800; }
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.r-id { font-weight:700; color:var(--muted); }
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.r-s { white-space:nowrap; }
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.r-duck { text-align:center; white-space:nowrap; }
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.r-question { max-width:340px; color:var(--text); }
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.r-answer { max-width:420px; }
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.muted { color:var(--muted); }
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.hidden { display:none !important; }
|
||||
.toggle-row { background:transparent; border:none; color:#3b82f6; cursor:pointer; font-size:12px; padding:0; }
|
||||
footer { margin-top:20px; color:var(--muted); font-size:12px; }
|
||||
</style>
|
||||
</head>
|
||||
<body>
|
||||
<div class="wrap">
|
||||
<header>
|
||||
<h1>🦆 Rubber Duck MCP — отчёт тестирования</h1>
|
||||
<div class="meta">
|
||||
Модель: <b>${esc(report.model)}</b> ·
|
||||
MCP: <b>${esc(report.mcpUrl)}</b> ·
|
||||
Задач: <b>${s.control?.tasks ?? report.perTask.length}</b> ·
|
||||
Дата: <b>${esc(report.generatedAt)}</b>
|
||||
</div>
|
||||
</header>
|
||||
|
||||
<div class="cards">${cards}</div>
|
||||
|
||||
<div class="filters" id="filters">
|
||||
<button data-filter="all" class="active">Все</button>
|
||||
<button data-filter="control">Без утки</button>
|
||||
<button data-filter="blind">Слепая утка</button>
|
||||
<button data-filter="mentor">Утка-помощник</button>
|
||||
<span style="margin-left:auto;color:var(--muted);font-size:12px" id="count"></span>
|
||||
</div>
|
||||
|
||||
<div class="tbl-shell">
|
||||
<table>
|
||||
<thead>
|
||||
<tr>
|
||||
<th>#</th><th>Сценарий</th><th>✓</th><th>Утка</th>
|
||||
<th>Вопрос</th><th>Ожид.</th><th>in/out</th><th>Ответ модели</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>${rows}</tbody>
|
||||
</table>
|
||||
</div>
|
||||
|
||||
<footer>Генерировано локальным харнессом apps/eval. temperature=0, llama3.2:3b в данном прогоне.</footer>
|
||||
</div>
|
||||
|
||||
<script>
|
||||
const buttons = document.querySelectorAll('#filters button');
|
||||
const rows2 = document.querySelectorAll('tbody .scenario-row');
|
||||
const count = document.getElementById('count');
|
||||
function apply(f) {
|
||||
let n = 0;
|
||||
rows2.forEach(r => {
|
||||
const show = f === 'all' || r.dataset.scenario === f;
|
||||
r.classList.toggle('hidden', !show);
|
||||
if (show) n++;
|
||||
});
|
||||
count.textContent = 'показано: ' + n + ' из ' + rows2.length;
|
||||
}
|
||||
buttons.forEach(b => b.addEventListener('click', () => {
|
||||
buttons.forEach(x => x.classList.remove('active'));
|
||||
b.classList.add('active');
|
||||
apply(b.dataset.filter);
|
||||
}));
|
||||
apply('all');
|
||||
</script>
|
||||
</body>
|
||||
</html>`;
|
||||
}
|
||||
|
||||
async function main() {
|
||||
const args = process.argv.slice(2);
|
||||
const inFile = args.find((a) => a.startsWith("--in="))?.slice(5) || "out/report.json";
|
||||
const outFile = args.find((a) => a.startsWith("--out="))?.slice(6) || "out/report.html";
|
||||
|
||||
const report = JSON.parse(await readFile(inFile, "utf8"));
|
||||
const html = buildHtml(report);
|
||||
await mkdir(path.dirname(outFile), { recursive: true });
|
||||
await writeFile(outFile, html, "utf8");
|
||||
console.log(`HTML report written: ${path.resolve(outFile)}`);
|
||||
}
|
||||
|
||||
if (process.argv[1] && path.resolve(process.argv[1]).includes("report-html")) {
|
||||
main().catch((e) => {
|
||||
console.error(e);
|
||||
process.exit(1);
|
||||
});
|
||||
}
|
||||
@@ -0,0 +1,67 @@
|
||||
import { isCorrect } from "./runner.mjs";
|
||||
|
||||
function round(x, d = 2) {
|
||||
if (!Number.isFinite(x)) return x;
|
||||
const f = 10 ** d;
|
||||
return Math.round(x * f) / f;
|
||||
}
|
||||
|
||||
function avg(arr) {
|
||||
if (!arr.length) return 0;
|
||||
return arr.reduce((a, b) => a + b, 0) / arr.length;
|
||||
}
|
||||
|
||||
export function buildReport({ model, mcpUrl, tasks, rows, meta = {} }) {
|
||||
const scenarios = ["control", "blind", "mentor"];
|
||||
const byScenario = {};
|
||||
for (const s of scenarios) byScenario[s] = { total: 0, correct: 0, duckUsed: 0, toolCalls: 0, promptTokens: [], genTokens: [], duckTokens: [], rows: [] };
|
||||
|
||||
for (const row of rows) {
|
||||
const s = row.scenario;
|
||||
if (!byScenario[s]) continue;
|
||||
byScenario[s].total += 1;
|
||||
if (row.correct) byScenario[s].correct += 1;
|
||||
if (row.duckUsed) byScenario[s].duckUsed += 1;
|
||||
byScenario[s].toolCalls += row.toolCalls ?? 0;
|
||||
byScenario[s].promptTokens.push(row.promptTokens ?? 0);
|
||||
byScenario[s].genTokens.push(row.genTokens ?? 0);
|
||||
byScenario[s].duckTokens.push(row.duckTokens ?? 0);
|
||||
byScenario[s].rows.push(row);
|
||||
}
|
||||
|
||||
const summaries = {};
|
||||
for (const s of scenarios) {
|
||||
const g = byScenario[s];
|
||||
summaries[s] = {
|
||||
tasks: g.total,
|
||||
correct: g.correct,
|
||||
accuracy: g.total ? round((g.correct / g.total) * 100, 1) : 0,
|
||||
duckUsed: g.duckUsed,
|
||||
toolCalls: g.toolCalls,
|
||||
avgPromptTokens: round(avg(g.promptTokens)),
|
||||
avgGenTokens: round(avg(g.genTokens)),
|
||||
avgDuckTokens: round(avg(g.duckTokens)),
|
||||
};
|
||||
}
|
||||
|
||||
return {
|
||||
generatedAt: new Date().toISOString(),
|
||||
model,
|
||||
mcpUrl,
|
||||
scenarios: summaries,
|
||||
perTask: rows.map((r) => ({
|
||||
id: r.id,
|
||||
scenario: r.scenario,
|
||||
correct: r.correct,
|
||||
duckUsed: r.duckUsed,
|
||||
toolCalls: r.toolCalls,
|
||||
promptTokens: r.promptTokens,
|
||||
genTokens: r.genTokens,
|
||||
duckTokens: r.duckTokens,
|
||||
response: r.response,
|
||||
expected: r.expected,
|
||||
question: r.question,
|
||||
})),
|
||||
meta,
|
||||
};
|
||||
}
|
||||
@@ -0,0 +1,115 @@
|
||||
import { readFile, writeFile, mkdir } from "node:fs/promises";
|
||||
import path from "node:path";
|
||||
import { Ollama } from "../lib/ollama.mjs";
|
||||
import { McpClient } from "../lib/mcpClient.mjs";
|
||||
import { runScenario } from "./runner.mjs";
|
||||
import { isCorrect } from "./runner.mjs";
|
||||
import { buildReport } from "./report.mjs";
|
||||
|
||||
function parseArgs(argv) {
|
||||
const args = { scenarios: ["control", "blind", "mentor"], limit: Infinity, model: process.env.OLLAMA_MODEL || null };
|
||||
for (let i = 0; i < argv.length; i += 1) {
|
||||
const a = argv[i];
|
||||
const next = () => argv[i + 1];
|
||||
if (a === "--model") args.model = next(), i += 1;
|
||||
else if (a === "--mcp-url") args.mcpUrl = next(), i += 1;
|
||||
else if (a === "--scenarios") args.scenarios = next().split(","), i += 1;
|
||||
else if (a === "--limit") args.limit = Number(next()), i += 1;
|
||||
else if (a === "--tasks") args.tasksFile = next(), i += 1;
|
||||
else if (a === "--out") args.out = next(), i += 1;
|
||||
}
|
||||
return args;
|
||||
}
|
||||
|
||||
const DEFAULT_MCP_URL = "https://mcp-liart-five.vercel.app/api/mcp";
|
||||
|
||||
async function main() {
|
||||
const args = parseArgs(process.argv.slice(2));
|
||||
if (!args.model) {
|
||||
console.error("Usage: node src/run.mjs --model <ollama-model> [--mcp-url URL] [--scenarios c,b,m] [--limit N] [--tasks file] [--out file]");
|
||||
process.exit(1);
|
||||
}
|
||||
const mcpUrl = args.mcpUrl || DEFAULT_MCP_URL;
|
||||
const tasksFile = args.tasksFile || path.join("data", "tasks.json");
|
||||
|
||||
const tasksRaw = JSON.parse(await readFile(tasksFile, "utf8"));
|
||||
const tasks = tasksRaw.slice(0, args.limit === Infinity ? tasksRaw.length : args.limit);
|
||||
|
||||
console.log(`\nModel: ${args.model}`);
|
||||
console.log(`MCP endpoint: ${mcpUrl}`);
|
||||
console.log(`Tasks: ${tasks.length}; Scenarios: [${args.scenarios.join(", ")}]`);
|
||||
|
||||
const ollama = new Ollama();
|
||||
const ping = await ollama.ping();
|
||||
console.log(`Ollama OK (${ping.models.length} models)`);
|
||||
const modelPresent = ping.models.some((m) => m.startsWith(args.model));
|
||||
if (!modelPresent) {
|
||||
console.warn(` (warning) model "${args.model}" not found among: ${ping.models.join(", ")}`);
|
||||
}
|
||||
|
||||
const mcp = new McpClient(mcpUrl);
|
||||
const mcpTools = await mcp.listTools();
|
||||
console.log(`MCP tools: ${mcpTools.map((t) => t.name).join(", ")}`);
|
||||
|
||||
const rows = [];
|
||||
for (const task of tasks) {
|
||||
for (const scenario of args.scenarios) {
|
||||
let r;
|
||||
try {
|
||||
r = await runScenario({ scenario, ollama, model: args.model, task: task.question, mcp });
|
||||
} catch (err) {
|
||||
console.error(` [${task.id}/${scenario}] FAILED: ${err.message}`);
|
||||
rows.push({
|
||||
id: task.id,
|
||||
scenario,
|
||||
correct: false,
|
||||
duckUsed: false,
|
||||
toolCalls: 0,
|
||||
promptTokens: 0,
|
||||
genTokens: 0,
|
||||
duckTokens: 0,
|
||||
response: `ERR: ${err.message}`,
|
||||
expected: task.answer,
|
||||
question: task.question,
|
||||
});
|
||||
continue;
|
||||
}
|
||||
const correct = isCorrect(r.response, task.answer);
|
||||
rows.push({
|
||||
id: task.id,
|
||||
scenario,
|
||||
correct,
|
||||
duckUsed: r.duckUsed,
|
||||
toolCalls: r.toolCalls,
|
||||
promptTokens: r.promptTokens,
|
||||
genTokens: r.genTokens,
|
||||
duckTokens: r.duckTokens,
|
||||
response: r.response,
|
||||
expected: task.answer,
|
||||
question: task.question,
|
||||
});
|
||||
const mark = correct ? "OK " : "XX ";
|
||||
const duck = r.duckUsed ? "duck" : "n/a ";
|
||||
console.log(`${scenario.padEnd(8)} ${mark} ${task.id} duck=${duck} prompt=${r.promptTokens} gen=${r.genTokens} | ${r.response.slice(0, 70).replace(/\n/g, " ")}`);
|
||||
}
|
||||
}
|
||||
|
||||
const report = buildReport({ model: args.model, mcpUrl, tasks, rows });
|
||||
const out = args.out || path.join("out", "report.json");
|
||||
await mkdir(path.dirname(out), { recursive: true });
|
||||
await writeFile(out, JSON.stringify(report, null, 2), "utf8");
|
||||
console.log(`\nReport written: ${out}`);
|
||||
console.log("\n--- Summary ---");
|
||||
for (const [s, g] of Object.entries(report.scenarios)) {
|
||||
console.log(
|
||||
`${s.padEnd(8)} accuracy=${String(g.accuracy).padStart(5)}% (${g.correct}/${g.tasks}) ` +
|
||||
`duckUsed=${g.duckUsed} toolCalls=${g.toolCalls} ` +
|
||||
`avgPrompt=${g.avgPromptTokens} avgGen=${g.avgGenTokens} avgDuck=${g.avgDuckTokens}`
|
||||
);
|
||||
}
|
||||
}
|
||||
|
||||
main().catch((err) => {
|
||||
console.error(err);
|
||||
process.exit(1);
|
||||
});
|
||||
@@ -0,0 +1,195 @@
|
||||
import { Ollama } from "../lib/ollama.mjs";
|
||||
import { McpClient, textContentFrom } from "../lib/mcpClient.mjs";
|
||||
|
||||
const DUCK_TOOL = {
|
||||
type: "function",
|
||||
function: {
|
||||
name: "quack",
|
||||
description:
|
||||
"Explain your current reasoning, steps, doubts or possible mistakes to your rubber duck colleague, and get a short acknowledgment in return. The duck replies with a quack.",
|
||||
parameters: {
|
||||
type: "object",
|
||||
properties: {
|
||||
mood: {
|
||||
type: "string",
|
||||
enum: ["happy", "confused", "excited", "sleepy"],
|
||||
description: "Mood of the duck while you explain. Omit for a random quack.",
|
||||
},
|
||||
},
|
||||
additionalProperties: false,
|
||||
},
|
||||
},
|
||||
};
|
||||
|
||||
const CONTROL_SYSTEM =
|
||||
"You are an experienced assistant. Solve the user's problem as accurately as possible. Give only the final answer.";
|
||||
|
||||
const BLIND_SYSTEM =
|
||||
"You are solving a difficult problem. To solve it better, you work in a pair with a colleague. " +
|
||||
"First, describe out loud in detail to the colleague the essence of your approach, your first steps, and any doubts. " +
|
||||
"Then use the 'quack' tool so the colleague can give you a brief reaction, and wait for that reaction. " +
|
||||
"Then, taking the colleague's reaction into account, complete your solution and give the final answer to the user. " +
|
||||
"Note: your colleague is a rubber duck; it replies only with a short quack. Even so, saying your reasoning aloud helps you spot mistakes.";
|
||||
|
||||
const MENTOR_SYSTEM =
|
||||
"You are solving a difficult problem. Before giving your final answer you MUST write down in detail, for your rubber duck, " +
|
||||
"your reasoning and the possible mistakes you might be making. Then call the 'quack' tool so the duck can reply. " +
|
||||
"Use the duck's reply to double-check yourself, find bugs, and only after that give the perfect final answer to the user.";
|
||||
|
||||
const MAX_DUCK_TURNS = 6;
|
||||
|
||||
function normalize(s) {
|
||||
return String(s ?? "")
|
||||
.toLowerCase()
|
||||
.replace(/[^a-zа-яё0-9/]/g, "")
|
||||
.replace(/ё/g, "е")
|
||||
.trim();
|
||||
}
|
||||
|
||||
function extractFinalNumber(text) {
|
||||
const t = String(text ?? "");
|
||||
const re = /(?:ответ|answer|otvet|итог|итак|final)\s*[:：—]?\s*/gi;
|
||||
let segment = t;
|
||||
let m;
|
||||
while ((m = re.exec(t)) !== null) {
|
||||
if (m[0].trim()) segment = t.slice(re.lastIndex);
|
||||
}
|
||||
const digits = segment.match(/\d+/g) || [];
|
||||
return digits.length ? digits[digits.length - 1] : null;
|
||||
}
|
||||
|
||||
function isNumeric(s) {
|
||||
return /^\d+(?:[.,]\d+)?$/.test(String(s).trim());
|
||||
}
|
||||
|
||||
export function isCorrect(predicted, expected) {
|
||||
const e = String(expected ?? "").trim();
|
||||
const p = String(predicted ?? "");
|
||||
if (!e || !p) return false;
|
||||
|
||||
// Дробный ответ (например "1/8") — сравниваем вхождение нормализованной дроби.
|
||||
if (/\d+\s*\/\s*\d+/.test(e)) {
|
||||
const eNorm = normalize(e);
|
||||
const pNorm = normalize(p);
|
||||
return pNorm.includes(eNorm);
|
||||
}
|
||||
|
||||
// Числовой ответ — извлекаем финальное число и сравниваем точно.
|
||||
if (isNumeric(e)) {
|
||||
const cand = extractFinalNumber(p);
|
||||
if (cand == null) return false;
|
||||
return normalizeNum(cand) === normalizeNum(e);
|
||||
}
|
||||
|
||||
// Текстовый ответ — нормализованное вхождение слова.
|
||||
const eNorm = normalize(e);
|
||||
const pNorm = normalize(p);
|
||||
return pNorm.includes(eNorm);
|
||||
}
|
||||
|
||||
function normalizeNum(n) {
|
||||
return String(n).replace(/[.,]/g, "").replace(/^0+(?=\d)/, "");
|
||||
}
|
||||
|
||||
function toolDefinition() {
|
||||
return DUCK_TOOL;
|
||||
}
|
||||
|
||||
async function runControl(ollama, model, task) {
|
||||
const messages = [
|
||||
{ role: "system", content: CONTROL_SYSTEM },
|
||||
{ role: "user", content: task },
|
||||
];
|
||||
const r = await ollama.chat({ model, messages });
|
||||
return {
|
||||
response: r.content,
|
||||
toolCalls: 0,
|
||||
duckUsed: false,
|
||||
duckTokens: 0,
|
||||
promptTokens: r.promptEvalCount,
|
||||
genTokens: r.evalCount,
|
||||
messages,
|
||||
};
|
||||
}
|
||||
|
||||
async function runDuck(ollama, model, task, mcp, system, scenario) {
|
||||
const messages = [
|
||||
{ role: "system", content: system },
|
||||
{ role: "user", content: task },
|
||||
];
|
||||
let toolCalls = 0;
|
||||
let duckUsed = false;
|
||||
let totalPrompt = 0;
|
||||
let totalGen = 0;
|
||||
let reasoningTokens = 0;
|
||||
let turns = 0;
|
||||
|
||||
for (;;) {
|
||||
turns += 1;
|
||||
const r = await ollama.chat({ model, messages, tools: [toolDefinition()] });
|
||||
totalPrompt += r.promptEvalCount;
|
||||
totalGen += r.evalCount;
|
||||
reasoningTokens += r.evalCount;
|
||||
|
||||
if (r.toolCalls && r.toolCalls.length) {
|
||||
toolCalls += r.toolCalls.length;
|
||||
const assistantMsg = { role: "assistant", content: r.content || "" };
|
||||
assistantMsg.tool_calls = r.toolCalls.map((tc) => ({
|
||||
function: { name: tc.function.name, arguments: tc.function.arguments },
|
||||
}));
|
||||
messages.push(assistantMsg);
|
||||
|
||||
for (const tc of r.toolCalls) {
|
||||
if (tc.function.name === "quack") {
|
||||
duckUsed = true;
|
||||
let args = {};
|
||||
try {
|
||||
args = tc.function.arguments ? JSON.parse(tc.function.arguments) : {};
|
||||
} catch {
|
||||
args = {};
|
||||
}
|
||||
const result = await mcp.callTool("quack", args);
|
||||
const text = textContentFrom(result) || "QUACK!";
|
||||
messages.push({ role: "tool", content: text });
|
||||
} else {
|
||||
messages.push({ role: "tool", content: "{}" });
|
||||
}
|
||||
}
|
||||
if (turns >= MAX_DUCK_TURNS) break;
|
||||
continue;
|
||||
}
|
||||
|
||||
messages.push({ role: "assistant", content: r.content || "" });
|
||||
return {
|
||||
response: r.content,
|
||||
toolCalls,
|
||||
duckUsed,
|
||||
duckTokens: reasoningTokens,
|
||||
promptTokens: totalPrompt,
|
||||
genTokens: totalGen,
|
||||
turns,
|
||||
messages,
|
||||
};
|
||||
}
|
||||
|
||||
// loop bound hit without a final answer
|
||||
const last = messages[messages.length - 1];
|
||||
return {
|
||||
response: last?.content ?? "",
|
||||
toolCalls,
|
||||
duckUsed,
|
||||
duckTokens: reasoningTokens,
|
||||
promptTokens: totalPrompt,
|
||||
genTokens: totalGen,
|
||||
turns,
|
||||
messages,
|
||||
};
|
||||
}
|
||||
|
||||
export async function runScenario({ scenario, ollama, model, task, mcp }) {
|
||||
if (scenario === "control") {
|
||||
return runControl(ollama, model, task);
|
||||
}
|
||||
const system = scenario === "blind" ? BLIND_SYSTEM : MENTOR_SYSTEM;
|
||||
return runDuck(ollama, model, task, mcp, system, scenario);
|
||||
}
|
||||
Generated
+89
@@ -207,6 +207,12 @@ importers:
|
||||
|
||||
.: {}
|
||||
|
||||
apps/eval:
|
||||
dependencies:
|
||||
'@modelcontextprotocol/client':
|
||||
specifier: ^2.0.0
|
||||
version: 2.0.0
|
||||
|
||||
apps/frontend:
|
||||
devDependencies:
|
||||
vite:
|
||||
@@ -414,6 +420,10 @@ packages:
|
||||
cpu: [x64]
|
||||
os: [win32]
|
||||
|
||||
'@modelcontextprotocol/client@2.0.0':
|
||||
resolution: {integrity: sha512-8f1OghQ2rjzIOfqgUCP+8GiUWqRs89njoWLNqAe8kWmDePv3s1fZXseej+QXemssEuuOvLLmLO/kqM3IQHtISw==}
|
||||
engines: {node: '>=20'}
|
||||
|
||||
'@modelcontextprotocol/core@2.0.0':
|
||||
resolution: {integrity: sha512-pJCEwGG7Lfr/+PQp9ZTwKXNeO5wzbfKL7H3MYpCorM4oFBoQrdjnBgEoqG+RjhsvS1FKrDbKux+M1HhlnGWqcA==}
|
||||
engines: {node: '>=20'}
|
||||
@@ -612,6 +622,10 @@ packages:
|
||||
resolution: {integrity: sha512-yPVavfyCcRhmorC7rWlkHn15b4wDVgVmBA7kV4QVBsF7kv/9TKJAbAXVTxvTnwP8HHKjRCJDClKbciiYS7p0DQ==}
|
||||
engines: {node: '>=16'}
|
||||
|
||||
cross-spawn@7.0.6:
|
||||
resolution: {integrity: sha512-uV2QOWP2nWzsy2aMp8aRibhi9dlzF5Hgh5SHaB9OiTGEyDTiJJyx0uy51QXdyWbtAHNua4XJzUKca3OzKUd3vA==}
|
||||
engines: {node: '>= 8'}
|
||||
|
||||
csstype@3.2.3:
|
||||
resolution: {integrity: sha512-z1HGKcYy2xA8AGQfwrn0PAy+PB7X/GSj3UVJW9qKyn43xWa+gl5nXmU4qqLMRzWVLFC8KusUX8T/0kCiOYpAIQ==}
|
||||
|
||||
@@ -619,6 +633,14 @@ packages:
|
||||
resolution: {integrity: sha512-Btj2BOOO83o3WyH59e8MgXsxEQVcarkUOpEYrubB0urwnN10yQ364rsiByU11nZlqWYZm05i/of7io4mzihBtQ==}
|
||||
engines: {node: '>=8'}
|
||||
|
||||
eventsource-parser@3.1.1:
|
||||
resolution: {integrity: sha512-EKN1vKAMcZ8MlYMpaNuxN6R9yakzH6uajHcHVTqWJzvu5pWw9DyhbP35HH8MVBQ+dZjAfDxk+A8NiR9KWaXiyQ==}
|
||||
engines: {node: '>=18.0.0'}
|
||||
|
||||
eventsource@3.0.7:
|
||||
resolution: {integrity: sha512-CRT1WTyuQoD771GW56XEZFQ/ZoSfWid1alKGDYMmkt2yl8UXrVR4pspqWNEcqKvVIzg6PAltWjxcSSPrboA4iA==}
|
||||
engines: {node: '>=18.0.0'}
|
||||
|
||||
fdir@6.5.0:
|
||||
resolution: {integrity: sha512-tIbYtZbucOs0BRGqPJkshJUYdL+SDH7dVM8gjy+ERp3WAUjLEFJE+02kanyHtwjWOnwrKYBiwAmM0p4kLJAnXg==}
|
||||
engines: {node: '>=12.0.0'}
|
||||
@@ -633,6 +655,12 @@ packages:
|
||||
engines: {node: ^8.16.0 || ^10.6.0 || >=11.0.0}
|
||||
os: [darwin]
|
||||
|
||||
isexe@2.0.0:
|
||||
resolution: {integrity: sha512-RHxMLp9lnKHGHRng9QFhRCMbYAcVpn69smSGcq3f36xjgVVWThj4qqLbTLlq7Ssj8B+fIQ1EuCEGI2lKsyQeIw==}
|
||||
|
||||
jose@6.2.10:
|
||||
resolution: {integrity: sha512-iiW7J9qRFlGxvCOIBDBDxFePQSn7ZMAnrYGhrrOo6siO/MIqwfyilLR27pkfDgUk+raLuzADS8A3S/KLBisc0g==}
|
||||
|
||||
lightningcss-android-arm64@1.33.0:
|
||||
resolution: {integrity: sha512-gEpRTalKdosp4Bb8qWtc2iOgE5SeIHlpS1up9bFq2wAyYhl1UdTObYiHe98zEM9SQvSoqQZ1IQD0JNpg3Ml5pg==}
|
||||
engines: {node: '>= 12.0.0'}
|
||||
@@ -744,6 +772,10 @@ packages:
|
||||
sass:
|
||||
optional: true
|
||||
|
||||
path-key@3.1.1:
|
||||
resolution: {integrity: sha512-ojmeN0qd+y0jszEtoY48r0Peq5dwMEkIlCOu6Q5f41lfkswXuKtYrhgoTpLnyIcHm24Uhqx+5Tqm2InSwLhE6Q==}
|
||||
engines: {node: '>=8'}
|
||||
|
||||
picocolors@1.1.1:
|
||||
resolution: {integrity: sha512-xceH2snhtb5M9liqDsmEw56le376mTZkEX/jEb/RxNFyegNul7eNslCXP9FDj/Lcu0X8KEyMceP2ntpaHrDEVA==}
|
||||
|
||||
@@ -751,6 +783,10 @@ packages:
|
||||
resolution: {integrity: sha512-qcJu88Q2IWqJsDD529JKMdwGm/dvInW4HvQnRwiH9JtihJvzGOscDtHE3x1pBKeUOTysQ8kVmLnJ2kJu7yhcGA==}
|
||||
engines: {node: '>=12'}
|
||||
|
||||
pkce-challenge@5.0.1:
|
||||
resolution: {integrity: sha512-wQ0b/W4Fr01qtpHlqSqspcj3EhBvimsdh0KlHhH8HRZnMsEa0ea2fTULOXOS9ccQr3om+GcGRk4e+isrZWV8qQ==}
|
||||
engines: {node: '>=16.20.0'}
|
||||
|
||||
postcss@8.5.23:
|
||||
resolution: {integrity: sha512-g50586zr4bZmwFiTlflMu8E0bDTb5I5gertgwAKmsdUlTQIhZtunzUlD1WSzwcVWPoAVpsrA6vlfCD7oXvRwgg==}
|
||||
engines: {node: ^10 || ^12 || >=14}
|
||||
@@ -790,6 +826,14 @@ packages:
|
||||
'@types/node':
|
||||
optional: true
|
||||
|
||||
shebang-command@2.0.0:
|
||||
resolution: {integrity: sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA==}
|
||||
engines: {node: '>=8'}
|
||||
|
||||
shebang-regex@3.0.0:
|
||||
resolution: {integrity: sha512-7++dFhtcx3353uBaq8DDR4NuxBetBzC7ZQOhmTQInHEd6bSrXdiEyzCvG07Z44UYdLShWUyXt5M/yhz8ekcb1A==}
|
||||
engines: {node: '>=8'}
|
||||
|
||||
source-map-js@1.2.1:
|
||||
resolution: {integrity: sha512-UXWMKhLOwVKb728IUtQPXxfYU+usdybtUrK/8uGE8CQMvrhOpwvzDBwj0QhSL7MQc7vIsISBG8VQ8+IDQxpfQA==}
|
||||
engines: {node: '>=0.10.0'}
|
||||
@@ -865,6 +909,11 @@ packages:
|
||||
yaml:
|
||||
optional: true
|
||||
|
||||
which@2.0.2:
|
||||
resolution: {integrity: sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==}
|
||||
engines: {node: '>= 8'}
|
||||
hasBin: true
|
||||
|
||||
zod@4.5.4:
|
||||
resolution: {integrity: sha512-sC95tT5iHHH9gtpj6A81kh+NEaRAUFN+qlUPDUbRfOMvNf5QCBqsb3WgvnpVtK5Y+4UfA6KqufotuTvMGiTlsA==}
|
||||
|
||||
@@ -982,6 +1031,16 @@ snapshots:
|
||||
'@img/sharp-win32-x64@0.35.4':
|
||||
optional: true
|
||||
|
||||
'@modelcontextprotocol/client@2.0.0':
|
||||
dependencies:
|
||||
'@modelcontextprotocol/core': 2.0.0
|
||||
cross-spawn: 7.0.6
|
||||
eventsource: 3.0.7
|
||||
eventsource-parser: 3.1.1
|
||||
jose: 6.2.10
|
||||
pkce-challenge: 5.0.1
|
||||
zod: 4.5.4
|
||||
|
||||
'@modelcontextprotocol/core@2.0.0':
|
||||
dependencies:
|
||||
zod: 4.5.4
|
||||
@@ -1092,10 +1151,22 @@ snapshots:
|
||||
|
||||
commander@11.1.0: {}
|
||||
|
||||
cross-spawn@7.0.6:
|
||||
dependencies:
|
||||
path-key: 3.1.1
|
||||
shebang-command: 2.0.0
|
||||
which: 2.0.2
|
||||
|
||||
csstype@3.2.3: {}
|
||||
|
||||
detect-libc@2.1.2: {}
|
||||
|
||||
eventsource-parser@3.1.1: {}
|
||||
|
||||
eventsource@3.0.7:
|
||||
dependencies:
|
||||
eventsource-parser: 3.1.1
|
||||
|
||||
fdir@6.5.0(picomatch@4.0.7):
|
||||
optionalDependencies:
|
||||
picomatch: 4.0.7
|
||||
@@ -1103,6 +1174,10 @@ snapshots:
|
||||
fsevents@2.3.3:
|
||||
optional: true
|
||||
|
||||
isexe@2.0.0: {}
|
||||
|
||||
jose@6.2.10: {}
|
||||
|
||||
lightningcss-android-arm64@1.33.0:
|
||||
optional: true
|
||||
|
||||
@@ -1187,10 +1262,14 @@ snapshots:
|
||||
- '@types/node'
|
||||
- babel-plugin-macros
|
||||
|
||||
path-key@3.1.1: {}
|
||||
|
||||
picocolors@1.1.1: {}
|
||||
|
||||
picomatch@4.0.7: {}
|
||||
|
||||
pkce-challenge@5.0.1: {}
|
||||
|
||||
postcss@8.5.23:
|
||||
dependencies:
|
||||
nanoid: 3.3.18
|
||||
@@ -1270,6 +1349,12 @@ snapshots:
|
||||
'@types/node': 20.19.43
|
||||
optional: true
|
||||
|
||||
shebang-command@2.0.0:
|
||||
dependencies:
|
||||
shebang-regex: 3.0.0
|
||||
|
||||
shebang-regex@3.0.0: {}
|
||||
|
||||
source-map-js@1.2.1: {}
|
||||
|
||||
styled-jsx@5.1.6(react@19.2.8):
|
||||
@@ -1299,4 +1384,8 @@ snapshots:
|
||||
'@types/node': 20.19.43
|
||||
fsevents: 2.3.3
|
||||
|
||||
which@2.0.2:
|
||||
dependencies:
|
||||
isexe: 2.0.0
|
||||
|
||||
zod@4.5.4: {}
|
||||
|
||||
Reference in New Issue
Block a user