diff --git a/src/spec/index.ts b/src/spec/index.ts
index cd61d3c..dbda889 100644
--- a/src/spec/index.ts
+++ b/src/spec/index.ts
@@ -1,13 +1,17 @@
 import assert from 'assert';
 import { ChildProcessByStdio, spawn } from 'child_process';
+import crypto from 'crypto';
 import * as fs from "fs";
 import * as path from 'path';
 import { createInterface } from 'readline';
 import { Readable, Writable } from 'stream';
 import { promisify } from "util";
 import specTemplate from '../../assets/specTemplate.cfg';
+import { sw64TargetOptions } from '../commands/compiler.js';
 import { RunCPUOptions, runcpuOptions } from '../commands/spec.js';
-import { SPECBenchData, benchpath, buildpath, exepath } from './benchData.js';
+import * as sunway from '../sunway.js';
+import { cflangLibs, toolchain, ToolchainSuite } from '../toolchain/index.js';
+import { benchpath, buildpath, exepath, SPECBenchData } from './benchData.js';
 
 
 
@@ -242,3 +246,131 @@ export async function spawnSPECWithID(
         ...runcpuConfig,
     }), { env: spec.getEnvironment() });
 }
+
+interface SPECRunOptions {
+    compilerPrefix: string;
+    compilerSuite: 'llvm' | 'gcc';
+    workload?: 'test' | 'train' | 'ref';
+    optimizeProfile: 'O2' | 'base' | 'openmp';
+    allowMisaligned?: boolean;
+    spec: string;
+    output: string;
+    platform?: '8a' | '6b' | 'host';
+    benchmarks?: string[];
+    action?: 'build' | 'buildstep' | 'validate' | 'runsetup';
+    buildType?: 'nobuild' | 'rebuild';
+    simd: boolean;
+}
+
+export async function runSPEC({
+    compilerPrefix,
+    compilerSuite,
+    workload = 'ref',
+    optimizeProfile,
+    allowMisaligned = false,
+    spec,
+    output,
+    platform = 'host',
+    benchmarks = ['intspeed', 'fpspeed'],
+    action = 'validate',
+    buildType = 'rebuild',
+    simd
+}: SPECRunOptions) {
+    // Determine platform configuration
+    const sunwayGeneration = platform === "host"
+        ? sunway.getHostGeneration()
+        : platform as sunway.SunwayGeneration;
+
+    const sysrootFlag = sunwayGeneration === "6b"
+        ? ["--sysroot", "/usr/sw/standard-830-6b-test/"]
+        : [];
+
+    // Generate unique ID for this run
+    const uuid = crypto.randomUUID();
+    const prefix = path.resolve(compilerPrefix);
+
+    // Define optimization profiles
+    const optimizeProfiles = {
+        base: [
+            "-O3",
+            "-flto=thin",
+        ],
+        openmp: [
+            "-O3",
+            "-flto=thin",
+            "-DSPEC_OPENMP",
+            "-fopenmp",
+        ],
+        O2: [
+            "-O2",
+        ]
+    };
+
+    // Select optimizations based on profile
+    const optimizeFlags = optimizeProfiles[optimizeProfile as keyof typeof optimizeProfiles];
+
+    // Create SPEC process runner
+    const specInstance = mkSPEC(path.resolve(spec));
+
+    // Handle misaligned memory access flag
+    const sw64UnalignedFlag = "-sw64-allows-misaligned-memory-accesses";
+
+    // Add special flags for specific optimizations
+    function getSpecialFlags() {
+        if (optimizeProfile === "base") {
+            return [
+                "648.exchange2_s:",
+                "    EXTRA_OPTIMIZE = -mllvm -enable-ipsccp-pass",
+                "    EXTRA_LDFLAGS = -Wl,-mllvm,-enable-ipsccp-pass",
+            ].join("\n");
+        }
+        return "";
+    }
+
+    // Spawn SPEC process with configuration
+    const specProc = await spawnSPECWithID(
+        specInstance,
+        {
+            optimize: [
+                ...optimizeFlags,
+                ...(allowMisaligned ? ["-mllvm", sw64UnalignedFlag] : []),
+                ...sw64TargetOptions({ simd }),
+                ...sysrootFlag,
+                ...(compilerSuite === "llvm" ? [sunway.mcpu(sunwayGeneration)] : []),
+            ],
+            ldflags: [
+                `-L${path.resolve(prefix, 'lib')}`,
+                ...optimizeFlags,
+                "-fuse-ld=lld",
+                '-static',
+                ...sysrootFlag,
+                ...(["base", "openmp"].includes(optimizeProfile)
+                    ? [
+                        ...(simd ? ["-Wl,-plugin-opt,-mattr=+simd"] : []),
+                        ...(allowMisaligned ? [`-Wl,-plugin-opt,${sw64UnalignedFlag}`] : []),
+                        ...(sunwayGeneration === "8a" ? ["-Wl,-plugin-opt,-mattr=+core4"] : []),
+                    ]
+                    : []
+                ),
+            ],
+            compilerPaths: toolchain(compilerPrefix, compilerSuite as ToolchainSuite),
+            libs: compilerSuite === "llvm" ? cflangLibs(prefix) : [],
+            specialFlags: getSpecialFlags(),
+            openmp: {
+                threads: optimizeProfile === "openmp" ? 64 : 1,
+            }
+        },
+        {
+            setprocgroup: true,
+            workload: workload as RunCPUOptions["workload"],
+            buildType: buildType as RunCPUOptions["buildType"],
+            benchmarks: benchmarks as RunCPUOptions["benchmarks"],
+            action: action as RunCPUOptions["action"],
+        },
+        output,
+        uuid
+    );
+
+    // Get and return performance ratios
+    return getBaseRatios(specProc);
+}