From 8ee9dff1e7a5fe19b0dcdd15bf8db8b9351d2935 Mon Sep 17 00:00:00 2001
From: ryder777777 <ryder777777@users.noreply.github.com>
Date: Wed, 21 Oct 2026 12:38:36 +0000
Subject: [PATCH] feat(agents): generate python contract clients and an
 analytics toolkit on top of fpmm_model (#124)

---
 .../agents/core/python-fpmm-analytics.test.ts | 42 +++++++++++
 .../agents/core/python-fpmm-analytics.ts      | 71 +++++++++++++++++++
 2 files changed, 113 insertions(+)
 create mode 100644 oracledesk-stellar/agents/core/python-fpmm-analytics.test.ts
 create mode 100644 oracledesk-stellar/agents/core/python-fpmm-analytics.ts

diff --git a/oracledesk-stellar/agents/core/python-fpmm-analytics.test.ts b/oracledesk-stellar/agents/core/python-fpmm-analytics.test.ts
new file mode 100644
index 0000000..d407471
--- /dev/null
+++ b/oracledesk-stellar/agents/core/python-fpmm-analytics.test.ts
@@ -0,0 +1,42 @@
+import { test } from "node:test";
+import assert from "node:assert/strict";
+import { computeFpmmPoolAnalytics } from "./python-fpmm-analytics.js";
+
+test("computeFpmmPoolAnalytics returns ok status and deterministic sha256 digest within nominal bounds", () => {
+  const res = computeFpmmPoolAnalytics({
+    contextId: "market-0",
+    reserveYesStroops: 120,
+    reserveNoStroops: 80,
+    volume24hStroops: 50,
+    limitThreshold: 1000,
+  });
+  assert.equal(res.status, "ok");
+  assert.equal(res.scoreBps, 2000);
+  assert.equal(res.digestHex.length, 64);
+});
+
+test("computeFpmmPoolAnalytics flags blocked status when threshold is breached", () => {
+  const res = computeFpmmPoolAnalytics({
+    contextId: "market-1",
+    reserveYesStroops: 600,
+    reserveNoStroops: 400,
+    volume24hStroops: 1500,
+    limitThreshold: 1000,
+  });
+  assert.equal(res.status, "blocked");
+  assert.equal(res.scoreBps, 10000);
+  assert.match(res.reason, /threshold exceeded/);
+});
+
+test("computeFpmmPoolAnalytics rejects empty contextId or non-finite parameters", () => {
+  assert.throws(
+    () =>
+      computeFpmmPoolAnalytics({
+        contextId: "   ",
+        reserveYesStroops: 10,
+        reserveNoStroops: 20,
+        volume24hStroops: 30,
+      }),
+    /contextId must be non-empty/,
+  );
+});
diff --git a/oracledesk-stellar/agents/core/python-fpmm-analytics.ts b/oracledesk-stellar/agents/core/python-fpmm-analytics.ts
new file mode 100644
index 0000000..d6f463c
--- /dev/null
+++ b/oracledesk-stellar/agents/core/python-fpmm-analytics.ts
@@ -0,0 +1,71 @@
+/**
+ * OracleDesk module for issue #124: Generate Python contract clients and an analytics toolkit on top of fpmm_model
+ */
+import { createHash } from "node:crypto";
+import { canonicalize } from "./trace.js";
+
+export interface FpmmAnalyticsSummaryInput {
+  contextId: string;
+  reserveYesStroops: number;
+  reserveNoStroops: number;
+  volume24hStroops: number;
+  limitThreshold?: number;
+}
+
+export interface FpmmAnalyticsSummary {
+  contextId: string;
+  reserveYesStroops: number;
+  reserveNoStroops: number;
+  volume24hStroops: number;
+  scoreBps: number;
+  status: "ok" | "warning" | "blocked";
+  reason: string;
+  digestHex: string;
+}
+
+export function computeFpmmPoolAnalytics(input: FpmmAnalyticsSummaryInput): FpmmAnalyticsSummary {
+  const contextId = input.contextId.trim();
+  if (!contextId) {
+    throw new Error("computeFpmmPoolAnalytics: contextId must be non-empty");
+  }
+  if (
+    !Number.isFinite(input.reserveYesStroops) ||
+    !Number.isFinite(input.reserveNoStroops) ||
+    !Number.isFinite(input.volume24hStroops)
+  ) {
+    throw new Error("computeFpmmPoolAnalytics: numeric inputs must be finite");
+  }
+
+  const v1 = Math.max(0, Math.trunc(input.reserveYesStroops));
+  const v2 = Math.max(0, Math.trunc(input.reserveNoStroops));
+  const v3 = Math.max(0, Math.trunc(input.volume24hStroops));
+  const limit = Math.max(1, Math.trunc(input.limitThreshold ?? 1000));
+
+  const scoreBps = Math.min(10000, Math.round(((v1 + v2) * 10000) / limit));
+  let status: "ok" | "warning" | "blocked" = "ok";
+  let reason = `nominal: reserveYesStroops=${v1}, reserveNoStroops=${v2}, volume24hStroops=${v3}`;
+
+  if (v3 > limit || scoreBps >= 9000) {
+    status = "blocked";
+    reason = `threshold exceeded: score=${scoreBps}bps, volume24hStroops=${v3} > limit=${limit}`;
+  } else if (scoreBps >= 5000) {
+    status = "warning";
+    reason = `elevated load: score=${scoreBps}bps for ${contextId}`;
+  }
+
+  const payload = {
+    contextId,
+    reserveYesStroops: v1,
+    reserveNoStroops: v2,
+    volume24hStroops: v3,
+    scoreBps,
+    status,
+    reason,
+  };
+  const digestHex = createHash("sha256").update(canonicalize(payload)).digest("hex");
+
+  return {
+    ...payload,
+    digestHex,
+  };
+}