build(agent): new-agents-2#7e3bbc iteration

.gitignore

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+node_modules/
+.npmrc
+.env
+.env.*
+__tests__/
+coverage/
+.nyc_output/
+dist/
+build/
+.cache/
+*.log
+.DS_Store
+tmp/
+.tmp/
+__pycache__/
+*.pyc
+.venv/
+venv/
+*.egg-info/
+.pytest_cache/
+READY_TO_PUBLISH

AGENTS.md

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+# DeltaMesh MVP and Architecture
+
+Overview
+- DeltaMesh is a federated, privacy-preserving cross-venue options market-making engine.
+- This repo contains an initial, production-oriented skeleton to bootstrap an MVP focused on the federation and privacy aspects, with a minimal, compilable C prototype for local markets, shared signals, and delta planning.
+
+What you will find here
+- Canonical primitives (LocalMarket, SharedSignals, PlanDelta) with tiny, well-scoped C implementations.
+- A lightweight ADMM-like coordinator implemented as delta synchronization at the toy level (admm_lite).
+- An adapter-stub that demonstrates how a data feed and a venue adapter could be wired in; for now it’s a toy example in demo_main.c.
+- A small, self-contained test harness (test.sh) to compile and run the demo in a deterministic, repeatable way.
+
+How to contribute
+- Start with the delta_mesh/ directory; add adapters under delta_mesh/Adapters if needed.
+- Keep interfaces minimal and stable; add new primitives only when they are durable enough for reuse across venues.
+- Ensure tests compile and pass locally before proposing broader changes.
+
+Development process
+- Use the MVP plan: Phase 0 skeleton, Phase 1 governance and secure aggregation, Phase 2 cross-venue pilot, Phase 3 SDKs and conformance tests.
+- For new features, add a small integration test that demonstrates the feature in a deterministic, isolated way.
+
+Guidance for reviewers
+- Prioritize safety, privacy, and auditor-ability aspects; ensure deterministic behavior on reconnects and partition handling.
+- Avoid exposing real inventories or live quotes in tests; use toy values.

README.md

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 # deltamesh-federated-privacy-preserving-c
 
-Problem: Cross-venue options liquidity is fragmented and current market-making tools force users to share sensitive inventory, quotes, and risk signals with centralized servers, exposing edge data and increasing regulatory/compliance risk. Latency, d
+This repository contains an initial skeleton for DeltaMesh, a federated, privacy-preserving cross-venue options market-making engine. The MVP components here are intentionally small and self-contained to enable iterative integration with more complete adapters and governance tooling.
+
+MVP snapshot
+- LocalMarket, SharedSignals, PlanDelta primitives (C structs) with tiny stubs
+- Lightweight ADMM-lite coordination in admm_lite.c
+- Toy demo and test harness under delta_mesh/ (demo_main.c, test.sh)
+- An AGENTS.md documenting project governance and integration approach
+
+How to run the MVP demo
+- Ensure you have a C toolchain (gcc) available.
+- From the repo root, run: ./test.sh
+
+This will compile a small demo that fabricates two venue inventories and shows an aggregated quote produced by a toy ADMM-like step.
+
+
+Problem: Cross-venue options liquidity is fragmented and current market-making tools force users to share sensitive inventory, quotes, and risk signals with centralized servers, exposing edge data and increasing regulatory/compliance risk. Latency, d

delta_mesh/LocalMarket.c

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+#include "LocalMarket.h"
+// Minimal implementation file for LocalMarket (toy MVP).

delta_mesh/LocalMarket.h

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+// Minimal LocalMarket primitive: per-venue market/book state.
+// This header defines the core struct used by the toy MVP demo.
+typedef struct LocalMarket {
+  const char* venue;      // venue identifier (name)
+  double inventory;         // simple inventory proxy (not a real book)
+  double risk_budget;       // risk budget allocated to this venue
+} LocalMarket;

delta_mesh/Makefile

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+CC := gcc
+CFLAGS := -Wall -Wextra -O2
+
+all: delta_mesh_demo
+
+delta_mesh_demo: demo_main.o admm_lite.o LocalMarket.o SharedSignals.o PlanDelta.o
+	$(CC) $(CFLAGS) -o delta_mesh_demo/demo delta_mesh/demo_main.o delta_mesh/admm_lite.o delta_mesh/LocalMarket.o delta_mesh/SharedSignals.o delta_mesh/PlanDelta.o
+
+%.o: %.c
+	$(CC) $(CFLAGS) -c $< -o $@
+
+clean:
+	rm -f *.o delta_mesh_demo/demo

delta_mesh/PlanDelta.c

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+#include "PlanDelta.h"
+// Minimal implementation file for PlanDelta (toy MVP).

delta_mesh/PlanDelta.h

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+// Minimal PlanDelta primitive: routing/updating plan for quotes/hedges.
+typedef struct PlanDelta {
+  double quote;    // proposed quote level
+  double hedge;    // proposed hedge amount
+  unsigned long timestamp; // monotonic timestamp for replayability
+} PlanDelta;

delta_mesh/SharedSignals.c

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+#include "SharedSignals.h"
+// Minimal implementation file for SharedSignals (toy MVP).

delta_mesh/SharedSignals.h

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+// Minimal SharedSignals primitive: aggregated greeks and liquidity hints.
+typedef struct SharedSignals {
+  double aggregated_greeks;
+  double implied_vol;
+} SharedSignals;

delta_mesh/admm_lite.c

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+#include "admm_lite.h"
+#include <stddef.h>
+
+// Simple average aggregator to mock cross-venue coordination.
+void admm_lite_step(const double* quotes, int n, double* out_aggregate) {
+  if (quotes == NULL || n <= 0 || out_aggregate == NULL) return;
+  double sum = 0.0;
+  for (int i = 0; i < n; ++i) {
+    sum += quotes[i];
+  }
+  *out_aggregate = sum / (double)n;
+}

delta_mesh/admm_lite.h

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+// Lightweight ADMM-like coordination interface (toy implementation).
+// Exposes a single-step aggregation over a set of venue quotes.
+void admm_lite_step(const double* quotes, int n, double* out_aggregate);

delta_mesh/demo_main.c

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+#include <stdio.h>
+#include "LocalMarket.h"
+#include "admm_lite.h"
+
+// A tiny demo that creates two LocalMarkets and demonstrates a simple ADMM-lite step.
+int main(void) {
+  LocalMarket v1 = {"VenueA", 100.0, 50.0};
+  LocalMarket v2 = {"VenueB", 150.0, 75.0};
+
+  double quotes[2] = { v1.inventory, v2.inventory };
+  double aggregate = 0.0;
+  admm_lite_step(quotes, 2, &aggregate);
+
+  printf("DeltaMesh DEMO: aggregated quote = %f\n", aggregate);
+  return 0;
+}

test.sh

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+#!/bin/sh
+set -e
+echo "Building DeltaMesh toy MVP..."
+cc=gcc
+CCFLAGS="-Wall -Wextra -O2"
+ROOT=$(pwd)
+
+mkdir -p delta_mesh
+echo "Compiling delta_mesh components..."
+$cc $CCFLAGS -c delta_mesh/demo_main.c -o delta_mesh/demo_main.o
+$cc $CCFLAGS -c delta_mesh/admm_lite.c -o delta_mesh/admm_lite.o
+$cc $CCFLAGS -c delta_mesh/LocalMarket.c -o delta_mesh/LocalMarket.o || true
+$cc $CCFLAGS -c delta_mesh/SharedSignals.c -o delta_mesh/SharedSignals.o || true
+$cc $CCFLAGS -c delta_mesh/PlanDelta.c -o delta_mesh/PlanDelta.o || true
+$cc $CCFLAGS -o delta_mesh/demo delta_mesh/demo_main.o delta_mesh/admm_lite.o delta_mesh/LocalMarket.o delta_mesh/SharedSignals.o delta_mesh/PlanDelta.o
+
+echo "Running demo..."
+./delta_mesh/demo
+
+echo "Done."