File size: 2,198 Bytes
fc93158 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 | const fs = require("fs");
let content = fs.readFileSync("src/auto-reply/reply/get-reply.ts", "utf-8");
const imports = `
import { getNeuralLogicEngine } from "../../omega/neural-logic-engine.js";
import { HolographicMemoryManager } from "../../omega/holographic-memory.js";
`;
content = content.replace(
'import { runPreparedReply } from "./get-reply-run.js";',
'import { runPreparedReply } from "./get-reply-run.js";' + imports,
);
const logic = `
const finalized = finalizeInboundContext(ctx);
// --- OMEGA NEURAL LOGIC INJECTION ---
if (!isFastTestEnv) {
try {
const nle = getNeuralLogicEngine();
const hmem = new HolographicMemoryManager(workspaceDir);
await hmem.initialize();
const bodyText = finalized.Body ?? "";
if (bodyText.trim().length > 0) {
// Record into holographic memory
const fossilId = await hmem.fossilize(bodyText, {
source: "user_input",
sessionKey: agentSessionKey
});
// Basic feature extraction for latent state (dummy features for now, to be replaced by true embedding)
const latentState = [
Math.min(1, bodyText.length / 500),
bodyText.includes("?") ? 0.8 : 0.2,
bodyText.match(/error|fail|bug|wrong|bad/i) ? 0.9 : 0.1,
];
const nleState = nle.infer(latentState);
// Inject NLE context into the system prompt implicitly
if (nleState.activeRules.length > 0) {
const nleContext = \`[Omega NLE Active: \${nleState.activeRules.join(",")} | Confidence: \${nleState.inferenceConfidence.toFixed(2)} | Delta: \${nleState.logicalDelta[0].toFixed(2)}]\`;
finalized.UntrustedContext = finalized.UntrustedContext ? finalized.UntrustedContext + "\\n" + nleContext : nleContext;
}
}
} catch (e) {
console.warn("[Omega] Failed to run Neural Logic Engine on inbound message:", e);
}
}
// ------------------------------------
`;
content = content.replace(" const finalized = finalizeInboundContext(ctx);", logic);
fs.writeFileSync("src/auto-reply/reply/get-reply.ts", content, "utf-8");
console.log("Patched get-reply.ts");
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