[skip-docs] internal plumbing — standalone store, no command/agent/pipeline
surface change until slice 2 wiring (mirrors specifics-bank slice 2). CLAUDE.md
"Telling"/counts untouched; lint stays 84/0/0.
Research-engine §5 (foundation layer) slice 1: the deterministic STORE half of
the persistent trend store — a topic-tagged, provenance-bearing inventory of
trend signals captured over time, so the research engine accumulates HISTORY
instead of starting amnesiac each session. Trend-side twin of the lived-specifics
bank (same store/dedup/query discipline; dedupe key is normalized title+URL, not
free-text content). Generic by architecture: nothing niche-specific lives here —
topics and source are free-form, decided upstream via config/profile.
scripts/trends/ (sibling to specifics-bank, same tsx convention):
- src/types.ts — TrendRecord/TrendStore schema (schemaVersion 1), minimal
generic core: title, url, source, capturedAt, topics[], optional summary
- src/store.ts — pure store: normalizeField, title+url-hash id (= dedupe key),
load/save, addTrend (dedupe + topic union on re-capture; first-sighting
source/capturedAt kept), queryByTopic (overlap-ranked then recency), history
(time-scoped, since/limit)
- src/cli.ts — add / query / list; default store under
${LINKEDIN_STUDIO_DATA:-~/.claude/linkedin-studio}/trends/ so trend history
survives plugin upgrades/reinstalls (M0 data-path seam)
- tests/store.test.ts — 21/21 green; tsc clean
- README + .gitignore for node_modules/build
Capture/scoring agent + MCP-first routing land in slice 2; the CI binding guard
is deferred to wiring, mirroring the specifics-bank timeline.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
297 lines
10 KiB
TypeScript
297 lines
10 KiB
TypeScript
import { describe, test } from "node:test";
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import assert from "node:assert/strict";
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import { mkdtempSync, rmSync, existsSync } from "node:fs";
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import { join } from "node:path";
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import { tmpdir } from "node:os";
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import {
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normalizeField,
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trendId,
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emptyStore,
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loadStore,
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saveStore,
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addTrend,
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queryByTopic,
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history,
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} from "../src/store.js";
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import { SCHEMA_VERSION } from "../src/types.js";
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import type { TrendStore } from "../src/types.js";
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const tmp = () => mkdtempSync(join(tmpdir(), "trends-store-"));
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describe("trends store", () => {
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describe("normalizeField + trendId", () => {
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test("normalizeField collapses whitespace + lowercases", () => {
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assert.equal(normalizeField(" AI Trends\n2026 "), "ai trends 2026");
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});
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test("id is deterministic and (title+url)-derived", () => {
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assert.equal(
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trendId("AI agents go mainstream", "https://example.com/a"),
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trendId("AI agents go mainstream", "https://example.com/a"),
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);
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});
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test("id is stable across case + surrounding/collapsed whitespace in title AND url", () => {
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const a = trendId("AI agents go mainstream", "https://example.com/article");
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const b = trendId(" ai AGENTS go mainstream ", " HTTPS://EXAMPLE.COM/article ");
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assert.equal(a, b, "normalization should collapse case + whitespace on both fields");
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});
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test("different title yields a different id (same url)", () => {
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assert.notEqual(
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trendId("AI agents go mainstream", "https://example.com/a"),
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trendId("AI copilots go mainstream", "https://example.com/a"),
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);
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});
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test("different url yields a different id (same title)", () => {
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assert.notEqual(
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trendId("Same headline", "https://example.com/a"),
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trendId("Same headline", "https://example.com/b"),
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);
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});
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});
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describe("emptyStore + load/save round-trip", () => {
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test("emptyStore has the schema version and no trends", () => {
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const s = emptyStore();
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assert.equal(s.schemaVersion, SCHEMA_VERSION);
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assert.deepEqual(s.trends, []);
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});
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test("loadStore on a missing file returns an empty store (never throws)", () => {
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const dir = tmp();
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try {
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const s = loadStore(join(dir, "does-not-exist.json"));
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assert.equal(s.schemaVersion, SCHEMA_VERSION);
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assert.deepEqual(s.trends, []);
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} finally {
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rmSync(dir, { recursive: true, force: true });
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}
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});
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test("saveStore creates the parent dir, then loadStore round-trips", () => {
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const dir = tmp();
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const path = join(dir, "nested", "trends.json");
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try {
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let store: TrendStore = emptyStore();
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store = addTrend(store, {
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title: "Norway opens public-sector AI sandbox",
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url: "https://example.com/sandbox",
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source: "tavily",
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capturedAt: "2026-06-20",
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topics: ["public-sector", "ai-policy"],
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summary: "A regulatory sandbox for public bodies.",
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}).store;
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saveStore(path, store);
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assert.ok(existsSync(path));
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const loaded = loadStore(path);
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assert.equal(loaded.trends.length, 1);
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assert.equal(loaded.trends[0].title, "Norway opens public-sector AI sandbox");
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assert.equal(loaded.trends[0].source, "tavily");
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assert.equal(loaded.trends[0].summary, "A regulatory sandbox for public bodies.");
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} finally {
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rmSync(dir, { recursive: true, force: true });
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}
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});
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});
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describe("addTrend", () => {
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test("adds a new trend with a computed id and reports added:true", () => {
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const res = addTrend(emptyStore(), {
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title: "Agentic workflows hit production",
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url: "https://example.com/agentic",
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source: "websearch",
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capturedAt: "2026-06-20",
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topics: ["agents", "engineering"],
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});
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assert.equal(res.added, true);
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assert.equal(res.merged, false);
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assert.equal(res.store.trends.length, 1);
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assert.equal(res.store.trends[0].id, trendId(res.store.trends[0].title, res.store.trends[0].url));
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});
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test("preserves title/url/summary verbatim (normalizes only for the id)", () => {
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const title = " Mixed CASE Headline ";
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const url = " https://EXAMPLE.com/Path ";
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const summary = " A summary with spacing. ";
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const res = addTrend(emptyStore(), {
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title,
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url,
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source: "manual",
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capturedAt: "2026-06-20",
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topics: ["x"],
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summary,
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});
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assert.equal(res.store.trends[0].title, title, "title must not be mutated");
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assert.equal(res.store.trends[0].url, url, "url must not be mutated");
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assert.equal(res.store.trends[0].summary, summary, "summary must not be mutated");
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});
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test("omitting summary stores no summary key", () => {
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const res = addTrend(emptyStore(), {
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title: "No summary here",
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url: "https://example.com/n",
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source: "manual",
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capturedAt: "2026-06-20",
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topics: ["x"],
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});
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assert.equal("summary" in res.store.trends[0], false);
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});
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test("dedupes on normalized title+url: same trend twice → one entry, topics unioned", () => {
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let store = emptyStore();
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store = addTrend(store, {
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title: "Reasoning models reshape RAG",
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url: "https://example.com/rag",
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source: "tavily",
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capturedAt: "2026-06-19",
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topics: ["rag"],
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}).store;
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const res2 = addTrend(store, {
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title: " reasoning MODELS reshape rag ",
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url: " HTTPS://EXAMPLE.COM/rag ",
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source: "gemini",
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capturedAt: "2026-06-20",
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topics: ["search", "rag"],
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});
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assert.equal(res2.added, false, "duplicate title+url must not add a second entry");
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assert.equal(res2.merged, true, "new topics on a duplicate must report merged:true");
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assert.equal(res2.store.trends.length, 1);
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assert.deepEqual(
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[...res2.store.trends[0].topics].sort(),
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["rag", "search"],
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"topics must be unioned on re-capture",
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);
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});
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test("a duplicate keeps the first sighting's source + capturedAt (provenance of first sight)", () => {
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let store = emptyStore();
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store = addTrend(store, {
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title: "Same trend",
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url: "https://example.com/s",
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source: "first-source",
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capturedAt: "2026-06-01",
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topics: ["a"],
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}).store;
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store = addTrend(store, {
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title: "Same trend",
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url: "https://example.com/s",
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source: "second-source",
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capturedAt: "2026-06-20",
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topics: ["b"],
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}).store;
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assert.equal(store.trends[0].source, "first-source");
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assert.equal(store.trends[0].capturedAt, "2026-06-01");
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});
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test("a duplicate with no new topics reports merged:false", () => {
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let store = emptyStore();
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store = addTrend(store, {
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title: "Stable trend",
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url: "https://example.com/st",
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source: "tavily",
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capturedAt: "2026-06-01",
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topics: ["a", "b"],
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}).store;
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const res2 = addTrend(store, {
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title: "Stable trend",
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url: "https://example.com/st",
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source: "tavily",
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capturedAt: "2026-06-02",
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topics: ["b", "a"],
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});
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assert.equal(res2.added, false);
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assert.equal(res2.merged, false, "no new tags → merged:false");
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});
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});
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describe("queryByTopic", () => {
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const seed = (): TrendStore => {
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let store = emptyStore();
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store = addTrend(store, {
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title: "Trend A",
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url: "https://example.com/a",
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source: "tavily",
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capturedAt: "2026-05-01",
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topics: ["agents", "engineering"],
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}).store;
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store = addTrend(store, {
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title: "Trend B",
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url: "https://example.com/b",
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source: "tavily",
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capturedAt: "2026-06-01",
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topics: ["agents", "engineering", "public-sector"],
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}).store;
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store = addTrend(store, {
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title: "Trend C",
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url: "https://example.com/c",
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source: "manual",
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capturedAt: "2026-06-10",
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topics: ["privacy"],
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}).store;
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return store;
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};
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test("ranks hits by topic overlap (desc)", () => {
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// B carries both queried topics; A carries only "agents" → distinct overlaps.
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const hits = queryByTopic(seed(), ["agents", "public-sector"]);
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assert.equal(hits.length, 2);
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assert.equal(hits[0].trend.title, "Trend B"); // overlap 2
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assert.equal(hits[0].topicOverlap, 2);
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assert.equal(hits[1].trend.title, "Trend A"); // overlap 1 (agents only)
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assert.equal(hits[1].topicOverlap, 1);
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});
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test("matching is case-insensitive on topics", () => {
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const hits = queryByTopic(seed(), ["AGENTS"]);
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assert.equal(hits.length, 2);
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});
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test("returns [] when nothing matches", () => {
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assert.deepEqual(queryByTopic(seed(), ["nothing"]), []);
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});
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test("ties on overlap are broken by capturedAt (newest first)", () => {
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const hits = queryByTopic(seed(), ["agents"]); // A and B both overlap 1
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assert.equal(hits[0].trend.title, "Trend B"); // 2026-06-01 newer than 2026-05-01
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assert.equal(hits[1].trend.title, "Trend A");
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});
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});
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describe("history", () => {
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const seed = (): TrendStore => {
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let store = emptyStore();
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for (const [title, capturedAt] of [
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["Oldest", "2026-04-01"],
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["Middle", "2026-05-01"],
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["Newest", "2026-06-01"],
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] as const) {
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store = addTrend(store, {
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title,
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url: `https://example.com/${title}`,
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source: "tavily",
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capturedAt,
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topics: ["x"],
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}).store;
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}
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return store;
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};
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test("returns all trends newest-first", () => {
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const h = history(seed());
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assert.deepEqual(h.map((t) => t.title), ["Newest", "Middle", "Oldest"]);
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});
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test("respects an inclusive `since` filter", () => {
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const h = history(seed(), { since: "2026-05-01" });
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assert.deepEqual(h.map((t) => t.title), ["Newest", "Middle"]);
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});
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test("respects `limit`", () => {
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const h = history(seed(), { limit: 1 });
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assert.deepEqual(h.map((t) => t.title), ["Newest"]);
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});
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});
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});
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