network-ai - npm Package Compare versions

Comparing version 4.7.1 to 4.8.0

dist/adapters/nemoclaw-adapter.d.ts

+/**
+ * NemoClaw Adapter
+ *
+ * Integrates NVIDIA NemoClaw sandboxed agent execution with the
+ * SwarmOrchestrator. NemoClaw runs agents inside OpenShell sandboxes
+ * with deny-by-default network policies and Landlock filesystem isolation.
+ *
+ * This adapter manages:
+ *  - Sandbox lifecycle (create, status, connect, destroy)
+ *  - Network policy generation and application
+ *  - Blueprint execution (plan, apply, status, rollback)
+ *  - Command execution inside sandboxes
+ *
+ * BYOC (Bring Your Own Client): No runtime dependency on openshell CLI
+ * or NemoClaw. Provide an executor via config, or let the adapter shell
+ * out to `openshell` if available on PATH.
+ *
+ * Usage — default (CLI on PATH):
+ *   const adapter = new NemoClawAdapter();
+ *   await adapter.initialize({ options: { sandboxImage: 'ghcr.io/nvidia/...' } });
+ *   adapter.registerSandboxAgent('worker-1', { sandboxName: 'my-sandbox' });
+ *
+ * Usage — custom executor (bring-your-own):
+ *   adapter.registerSandboxAgent('worker-1', {
+ *     sandboxName: 'my-sandbox',
+ *     executor: async (cmd, args) => myOpenShellWrapper(cmd, args),
+ *   });
+ *
+ * @module NemoClawAdapter
+ * @version 1.0.0
+ */
+import { BaseAdapter } from './base-adapter';
+import type { AdapterConfig, AdapterCapabilities, AgentPayload, AgentContext, AgentResult } from '../types/agent-adapter';
+/** Blueprint execution action */
+export type BlueprintAction = 'plan' | 'apply' | 'status' | 'rollback';
+/** Sandbox state as reported by openshell */
+export type SandboxState = 'running' | 'stopped' | 'creating' | 'error' | 'unknown';
+/**
+ * User-supplied executor for openshell CLI commands.
+ * Receives the subcommand and arguments, returns stdout string.
+ * Throw on non-zero exit.
+ */
+export type OpenShellExecutor = (subcommand: string, args: string[], options?: {
+    timeout?: number;
+    env?: Record<string, string>;
+}) => Promise<string>;
+/** Network policy endpoint definition */
+export interface PolicyEndpoint {
+    /** Hostname to allow (e.g. "api.nvidia.com") */
+    host: string;
+    /** Port number (default: 443) */
+    port?: number;
+    /** Protocol — "rest" or "grpc" */
+    protocol?: 'rest' | 'grpc';
+    /** Enforcement mode */
+    enforcement?: 'enforce' | 'log';
+    /** TLS handling */
+    tls?: 'terminate' | 'passthrough';
+    /** HTTP method/path rules */
+    rules?: Array<{
+        allow: {
+            method: string;
+            path: string;
+        };
+    }>;
+}
+/** Named network policy group */
+export interface NetworkPolicy {
+    /** Policy group name (e.g. "nvidia", "mcp_server") */
+    name: string;
+    /** Allowed endpoints */
+    endpoints: PolicyEndpoint[];
+    /** Binaries allowed to use this policy */
+    binaries?: string[];
+}
+/** Blueprint run result */
+export interface BlueprintRunResult {
+    success: boolean;
+    runId: string;
+    action: BlueprintAction;
+    output: string;
+    exitCode: number;
+}
+/** Sandbox status information */
+export interface SandboxStatus {
+    name: string;
+    state: SandboxState;
+    uptime?: number;
+    image?: string;
+    policies?: string[];
+}
+/** Configuration for a registered NemoClaw agent */
+export interface NemoClawAgentConfig {
+    /** Sandbox name this agent runs in */
+    sandboxName: string;
+    /** Container image for sandbox creation (used if sandbox doesn't exist) */
+    sandboxImage?: string;
+    /** Network policies to apply to this agent's sandbox */
+    policies?: NetworkPolicy[];
+    /** Blueprint path for plan/apply operations */
+    blueprintPath?: string;
+    /** Blueprint profile name */
+    profile?: string;
+    /** Custom executor — overrides the adapter-level executor */
+    executor?: OpenShellExecutor;
+    /** Command to run inside the sandbox for agent execution */
+    command?: string;
+    /** Ports to forward from the sandbox */
+    forwardPorts?: number[];
+    /** Environment variables to set inside the sandbox */
+    env?: Record<string, string>;
+}
+/**
+ * Adapter that connects NVIDIA NemoClaw sandboxed agents to the
+ * SwarmOrchestrator. Manages sandbox lifecycle, network policies,
+ * and blueprint execution with deny-by-default security.
+ */
+export declare class NemoClawAdapter extends BaseAdapter {
+    readonly name = "nemoclaw";
+    readonly version = "1.0.0";
+    private agents;
+    private executor;
+    private defaultImage;
+    get capabilities(): AdapterCapabilities;
+    initialize(config: AdapterConfig): Promise<void>;
+    shutdown(): Promise<void>;
+    /**
+     * Register an agent that runs inside a NemoClaw sandbox.
+     *
+     * @param agentId  Unique identifier used in `delegateTask` calls.
+     * @param config   Sandbox agent configuration.
+     */
+    registerSandboxAgent(agentId: string, config: NemoClawAgentConfig): void;
+    /**
+     * Create a sandbox if it doesn't already exist.
+     * Returns the sandbox status after creation.
+     */
+    createSandbox(sandboxName: string, image?: string, forwardPorts?: number[]): Promise<SandboxStatus>;
+    /**
+     * Get the current status of a sandbox.
+     */
+    getSandboxStatus(sandboxName: string): Promise<SandboxStatus>;
+    /**
+     * Destroy a sandbox. Use with caution — this is irreversible.
+     */
+    destroySandbox(sandboxName: string): Promise<void>;
+    /**
+     * Execute a command inside a sandbox and return the output.
+     */
+    execInSandbox(sandboxName: string, command: string, env?: Record<string, string>): Promise<string>;
+    /**
+     * Apply network policies to a sandbox.
+     * Generates YAML and applies via `openshell policy set`.
+     */
+    applyPolicies(policies: NetworkPolicy[]): Promise<void>;
+    /**
+     * Generate a Network-AI MCP server policy preset.
+     * This allows the sandbox to connect back to the host's MCP server.
+     *
+     * @param host  Host address for the MCP server (default: "host.docker.internal")
+     * @param port  Port number for the MCP server (default: 3001)
+     */
+    static mcpServerPolicy(host?: string, port?: number): NetworkPolicy;
+    /**
+     * Generate an NVIDIA NIM API policy preset.
+     */
+    static nvidiaPolicy(): NetworkPolicy;
+    /**
+     * Execute a blueprint action (plan, apply, status, rollback).
+     */
+    execBlueprint(blueprintPath: string, action: BlueprintAction, options?: {
+        profile?: string;
+        planPath?: string;
+        dryRun?: boolean;
+    }): Promise<BlueprintRunResult>;
+    executeAgent(agentId: string, payload: AgentPayload, context: AgentContext): Promise<AgentResult>;
+    /**
+     * Get the executor function — agent-level override > adapter-level > default CLI.
+     */
+    private getExecutor;
+}
+//# sourceMappingURL=nemoclaw-adapter.d.ts.map

dist/adapters/nemoclaw-adapter.d.ts.map

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dist/adapters/nemoclaw-adapter.js

+"use strict";
+/**
+ * NemoClaw Adapter
+ *
+ * Integrates NVIDIA NemoClaw sandboxed agent execution with the
+ * SwarmOrchestrator. NemoClaw runs agents inside OpenShell sandboxes
+ * with deny-by-default network policies and Landlock filesystem isolation.
+ *
+ * This adapter manages:
+ *  - Sandbox lifecycle (create, status, connect, destroy)
+ *  - Network policy generation and application
+ *  - Blueprint execution (plan, apply, status, rollback)
+ *  - Command execution inside sandboxes
+ *
+ * BYOC (Bring Your Own Client): No runtime dependency on openshell CLI
+ * or NemoClaw. Provide an executor via config, or let the adapter shell
+ * out to `openshell` if available on PATH.
+ *
+ * Usage — default (CLI on PATH):
+ *   const adapter = new NemoClawAdapter();
+ *   await adapter.initialize({ options: { sandboxImage: 'ghcr.io/nvidia/...' } });
+ *   adapter.registerSandboxAgent('worker-1', { sandboxName: 'my-sandbox' });
+ *
+ * Usage — custom executor (bring-your-own):
+ *   adapter.registerSandboxAgent('worker-1', {
+ *     sandboxName: 'my-sandbox',
+ *     executor: async (cmd, args) => myOpenShellWrapper(cmd, args),
+ *   });
+ *
+ * @module NemoClawAdapter
+ * @version 1.0.0
+ */
+var __createBinding = (this && this.__createBinding) || (Object.create ? (function(o, m, k, k2) {
+    if (k2 === undefined) k2 = k;
+    var desc = Object.getOwnPropertyDescriptor(m, k);
+    if (!desc || ("get" in desc ? !m.__esModule : desc.writable || desc.configurable)) {
+      desc = { enumerable: true, get: function() { return m[k]; } };
+    }
+    Object.defineProperty(o, k2, desc);
+}) : (function(o, m, k, k2) {
+    if (k2 === undefined) k2 = k;
+    o[k2] = m[k];
+}));
+var __setModuleDefault = (this && this.__setModuleDefault) || (Object.create ? (function(o, v) {
+    Object.defineProperty(o, "default", { enumerable: true, value: v });
+}) : function(o, v) {
+    o["default"] = v;
+});
+var __importStar = (this && this.__importStar) || (function () {
+    var ownKeys = function(o) {
+        ownKeys = Object.getOwnPropertyNames || function (o) {
+            var ar = [];
+            for (var k in o) if (Object.prototype.hasOwnProperty.call(o, k)) ar[ar.length] = k;
+            return ar;
+        };
+        return ownKeys(o);
+    };
+    return function (mod) {
+        if (mod && mod.__esModule) return mod;
+        var result = {};
+        if (mod != null) for (var k = ownKeys(mod), i = 0; i < k.length; i++) if (k[i] !== "default") __createBinding(result, mod, k[i]);
+        __setModuleDefault(result, mod);
+        return result;
+    };
+})();
+Object.defineProperty(exports, "__esModule", { value: true });
+exports.NemoClawAdapter = void 0;
+const base_adapter_1 = require("./base-adapter");
+// ---------------------------------------------------------------------------
+// Helpers
+// ---------------------------------------------------------------------------
+/**
+ * Generate a YAML network policy document from policy objects.
+ * Produces the format expected by `openshell policy set`.
+ */
+function generatePolicyYaml(policies) {
+    const lines = ['version: 1', '', 'network_policies:'];
+    for (const policy of policies) {
+        lines.push(`  ${sanitizePolicyName(policy.name)}:`);
+        lines.push(`    name: ${sanitizePolicyName(policy.name)}`);
+        lines.push('    endpoints:');
+        for (const ep of policy.endpoints) {
+            lines.push(`      - host: "${escapeYamlString(ep.host)}"`);
+            if (ep.port != null)
+                lines.push(`        port: ${ep.port}`);
+            if (ep.protocol)
+                lines.push(`        protocol: ${ep.protocol}`);
+            if (ep.enforcement)
+                lines.push(`        enforcement: ${ep.enforcement}`);
+            if (ep.tls)
+                lines.push(`        tls: ${ep.tls}`);
+            if (ep.rules && ep.rules.length > 0) {
+                lines.push('        rules:');
+                for (const rule of ep.rules) {
+                    lines.push(`          - allow:`);
+                    lines.push(`              method: "${escapeYamlString(rule.allow.method)}"`);
+                    lines.push(`              path: "${escapeYamlString(rule.allow.path)}"`);
+                }
+            }
+        }
+        if (policy.binaries && policy.binaries.length > 0) {
+            lines.push('    binaries:');
+            for (const bin of policy.binaries) {
+                lines.push(`      - path: "${escapeYamlString(bin)}"`);
+            }
+        }
+    }
+    return lines.join('\n') + '\n';
+}
+/** Sanitize policy name to alphanumeric + underscore only */
+function sanitizePolicyName(name) {
+    return name.replace(/[^a-zA-Z0-9_]/g, '_').slice(0, 64);
+}
+/** Escape special YAML characters in strings */
+function escapeYamlString(value) {
+    return value.replace(/[\\"]/g, '\\$&');
+}
+/**
+ * Build the command string from an AgentPayload for sandbox execution.
+ */
+function buildSandboxCommand(payload, config) {
+    if (config.command)
+        return config.command;
+    const parts = [];
+    if (payload.action)
+        parts.push(payload.action);
+    if (payload.params && Object.keys(payload.params).length > 0) {
+        // Pass params as a JSON env var inside the sandbox
+        parts.push(`--params '${JSON.stringify(payload.params)}'`);
+    }
+    return parts.join(' ') || 'echo "No command specified"';
+}
+/**
+ * Parse JSON sandbox status output, handling malformed input safely.
+ */
+function parseSandboxStatus(output, name) {
+    try {
+        const parsed = JSON.parse(output);
+        return {
+            name,
+            state: (typeof parsed['state'] === 'string' ? parsed['state'] : 'unknown'),
+            uptime: typeof parsed['uptime'] === 'number' ? parsed['uptime'] : undefined,
+            image: typeof parsed['image'] === 'string' ? parsed['image'] : undefined,
+        };
+    }
+    catch {
+        return { name, state: 'unknown' };
+    }
+}
+// ---------------------------------------------------------------------------
+// NemoClawAdapter
+// ---------------------------------------------------------------------------
+/**
+ * Adapter that connects NVIDIA NemoClaw sandboxed agents to the
+ * SwarmOrchestrator. Manages sandbox lifecycle, network policies,
+ * and blueprint execution with deny-by-default security.
+ */
+class NemoClawAdapter extends base_adapter_1.BaseAdapter {
+    name = 'nemoclaw';
+    version = '1.0.0';
+    agents = new Map();
+    executor = null;
+    defaultImage = 'ghcr.io/nvidia/openshell-community/sandboxes/openclaw:latest';
+    get capabilities() {
+        return {
+            streaming: false,
+            parallel: true,
+            bidirectional: false,
+            discovery: true,
+            authentication: true,
+            statefulSessions: true,
+        };
+    }
+    // -------------------------------------------------------------------------
+    // Lifecycle
+    // -------------------------------------------------------------------------
+    async initialize(config) {
+        await super.initialize(config);
+        // Accept a custom executor from config
+        if (config.options?.executor && typeof config.options.executor === 'function') {
+            this.executor = config.options.executor;
+        }
+        // Accept default sandbox image from config
+        if (config.options?.sandboxImage && typeof config.options.sandboxImage === 'string') {
+            this.defaultImage = config.options.sandboxImage;
+        }
+        this.ready = true;
+    }
+    async shutdown() {
+        // Clean up: stop port forwarding, but don't destroy sandboxes
+        // (they may be shared across sessions)
+        this.agents.clear();
+        await super.shutdown();
+    }
+    // -------------------------------------------------------------------------
+    // Agent Registration
+    // -------------------------------------------------------------------------
+    /**
+     * Register an agent that runs inside a NemoClaw sandbox.
+     *
+     * @param agentId  Unique identifier used in `delegateTask` calls.
+     * @param config   Sandbox agent configuration.
+     */
+    registerSandboxAgent(agentId, config) {
+        if (!this.ready) {
+            this.ready = true; // Allow pre-initialize registration
+        }
+        if (!config.sandboxName || typeof config.sandboxName !== 'string') {
+            throw new Error(`NemoClawAdapter: agent "${agentId}" requires a sandboxName.`);
+        }
+        this.agents.set(agentId, { config, sandboxReady: false });
+        this.registeredAgents.set(agentId, {
+            id: agentId,
+            name: agentId,
+            description: `NemoClaw sandbox agent (sandbox: ${config.sandboxName})`,
+            capabilities: ['sandbox-execution', 'network-isolation', 'blueprint'],
+            adapter: this.name,
+            status: 'available',
+        });
+    }
+    // -------------------------------------------------------------------------
+    // Sandbox Management (public API for advanced usage)
+    // -------------------------------------------------------------------------
+    /**
+     * Create a sandbox if it doesn't already exist.
+     * Returns the sandbox status after creation.
+     */
+    async createSandbox(sandboxName, image, forwardPorts) {
+        const exec = this.getExecutor();
+        // Check if sandbox already exists
+        try {
+            const statusOutput = await exec('sandbox', ['get', sandboxName, '--json']);
+            const status = parseSandboxStatus(statusOutput, sandboxName);
+            if (status.state === 'running')
+                return status;
+        }
+        catch {
+            // Sandbox doesn't exist — proceed to create
+        }
+        const args = [
+            'create',
+            '--from', image ?? this.defaultImage,
+            '--name', sandboxName,
+        ];
+        if (forwardPorts && forwardPorts.length > 0) {
+            args.push('--forward-ports', forwardPorts.join(','));
+        }
+        await exec('sandbox', args);
+        // Return fresh status
+        return this.getSandboxStatus(sandboxName);
+    }
+    /**
+     * Get the current status of a sandbox.
+     */
+    async getSandboxStatus(sandboxName) {
+        const exec = this.getExecutor();
+        try {
+            const output = await exec('sandbox', ['get', sandboxName, '--json']);
+            return parseSandboxStatus(output, sandboxName);
+        }
+        catch {
+            return { name: sandboxName, state: 'unknown' };
+        }
+    }
+    /**
+     * Destroy a sandbox. Use with caution — this is irreversible.
+     */
+    async destroySandbox(sandboxName) {
+        const exec = this.getExecutor();
+        await exec('sandbox', ['delete', sandboxName, '--force']);
+    }
+    /**
+     * Execute a command inside a sandbox and return the output.
+     */
+    async execInSandbox(sandboxName, command, env) {
+        const exec = this.getExecutor();
+        return exec('sandbox', ['connect', sandboxName, '--', ...command.split(' ')], { env });
+    }
+    // -------------------------------------------------------------------------
+    // Network Policy Management
+    // -------------------------------------------------------------------------
+    /**
+     * Apply network policies to a sandbox.
+     * Generates YAML and applies via `openshell policy set`.
+     */
+    async applyPolicies(policies) {
+        const exec = this.getExecutor();
+        const yaml = generatePolicyYaml(policies);
+        // openshell policy set reads from stdin or a file path
+        // We pass the YAML content via a temp mechanism handled by the executor
+        await exec('policy', ['set', '--stdin'], { env: { __POLICY_YAML: yaml } });
+    }
+    /**
+     * Generate a Network-AI MCP server policy preset.
+     * This allows the sandbox to connect back to the host's MCP server.
+     *
+     * @param host  Host address for the MCP server (default: "host.docker.internal")
+     * @param port  Port number for the MCP server (default: 3001)
+     */
+    static mcpServerPolicy(host = 'host.docker.internal', port = 3001) {
+        return {
+            name: 'network_ai_mcp',
+            endpoints: [
+                {
+                    host,
+                    port,
+                    protocol: 'rest',
+                    enforcement: 'enforce',
+                    rules: [
+                        { allow: { method: '*', path: '/sse' } },
+                        { allow: { method: 'POST', path: '/messages' } },
+                    ],
+                },
+            ],
+        };
+    }
+    /**
+     * Generate an NVIDIA NIM API policy preset.
+     */
+    static nvidiaPolicy() {
+        return {
+            name: 'nvidia',
+            endpoints: [
+                { host: 'integrate.api.nvidia.com', port: 443, tls: 'passthrough' },
+                { host: 'inference-api.nvidia.com', port: 443, tls: 'passthrough' },
+            ],
+        };
+    }
+    // -------------------------------------------------------------------------
+    // Blueprint Execution
+    // -------------------------------------------------------------------------
+    /**
+     * Execute a blueprint action (plan, apply, status, rollback).
+     */
+    async execBlueprint(blueprintPath, action, options) {
+        const exec = this.getExecutor();
+        const args = [action, '--blueprint', blueprintPath];
+        if (options?.profile)
+            args.push('--profile', options.profile);
+        if (options?.planPath)
+            args.push('--plan', options.planPath);
+        if (options?.dryRun)
+            args.push('--dry-run');
+        const runId = `run-${Date.now()}`;
+        try {
+            const output = await exec('blueprint', args, {
+                env: {
+                    NEMOCLAW_BLUEPRINT_PATH: blueprintPath,
+                    NEMOCLAW_ACTION: action,
+                },
+            });
+            return {
+                success: true,
+                runId,
+                action,
+                output,
+                exitCode: 0,
+            };
+        }
+        catch (error) {
+            return {
+                success: false,
+                runId,
+                action,
+                output: error instanceof Error ? error.message : String(error),
+                exitCode: 1,
+            };
+        }
+    }
+    // -------------------------------------------------------------------------
+    // Agent Execution (BaseAdapter contract)
+    // -------------------------------------------------------------------------
+    async executeAgent(agentId, payload, context) {
+        this.ensureReady();
+        const entry = this.agents.get(agentId);
+        if (!entry) {
+            return this.errorResult('AGENT_NOT_FOUND', `NemoClaw agent "${agentId}" is not registered. Call registerSandboxAgent() first.`, false);
+        }
+        const startTime = Date.now();
+        const { config } = entry;
+        const exec = this.getExecutor(config.executor);
+        try {
+            // Step 1: Ensure sandbox exists and is running
+            if (!entry.sandboxReady) {
+                const status = await this.createSandbox(config.sandboxName, config.sandboxImage ?? this.defaultImage, config.forwardPorts);
+                if (status.state !== 'running') {
+                    return this.errorResult('SANDBOX_NOT_READY', `Sandbox "${config.sandboxName}" is in state "${status.state}"`, true);
+                }
+                // Apply network policies if configured
+                if (config.policies && config.policies.length > 0) {
+                    await this.applyPolicies(config.policies);
+                }
+                entry.sandboxReady = true;
+            }
+            // Step 2: Build and execute command inside sandbox
+            const command = buildSandboxCommand(payload, config);
+            // Merge blackboard snapshot into env if present
+            const env = { ...config.env };
+            if (payload.blackboardSnapshot && Object.keys(payload.blackboardSnapshot).length > 0) {
+                env['NETWORK_AI_CONTEXT'] = JSON.stringify(payload.blackboardSnapshot);
+            }
+            // Include handoff info if present
+            if (payload.handoff) {
+                env['NETWORK_AI_HANDOFF'] = JSON.stringify({
+                    handoffId: payload.handoff.handoffId,
+                    sourceAgent: payload.handoff.sourceAgent,
+                    taskType: payload.handoff.taskType,
+                    instruction: payload.handoff.instruction,
+                });
+            }
+            const output = await exec('sandbox', ['connect', config.sandboxName, '--', ...command.split(' ')], { env });
+            // Step 3: Parse output
+            let data = output;
+            try {
+                data = JSON.parse(output);
+            }
+            catch {
+                // Output is plain text — that's fine
+            }
+            return this.successResult(data, Date.now() - startTime);
+        }
+        catch (error) {
+            return this.errorResult('NEMOCLAW_ERROR', error instanceof Error ? error.message : 'NemoClaw agent execution failed', true, error);
+        }
+    }
+    // -------------------------------------------------------------------------
+    // Private helpers
+    // -------------------------------------------------------------------------
+    /**
+     * Get the executor function — agent-level override > adapter-level > default CLI.
+     */
+    getExecutor(agentExecutor) {
+        if (agentExecutor)
+            return agentExecutor;
+        if (this.executor)
+            return this.executor;
+        return defaultCliExecutor;
+    }
+}
+exports.NemoClawAdapter = NemoClawAdapter;
+// ---------------------------------------------------------------------------
+// Default CLI executor — shells out to `openshell` binary
+// ---------------------------------------------------------------------------
+/**
+ * Default executor that spawns `openshell` as a child process.
+ * Used when no custom executor is provided.
+ */
+const defaultCliExecutor = async (subcommand, args, options) => {
+    const { execFile } = await Promise.resolve().then(() => __importStar(require('node:child_process')));
+    const { promisify } = await Promise.resolve().then(() => __importStar(require('node:util')));
+    const execFileAsync = promisify(execFile);
+    const fullArgs = [subcommand, ...args];
+    const env = { ...process.env, ...options?.env };
+    // Remove internal transport keys
+    if (env['__POLICY_YAML']) {
+        delete env['__POLICY_YAML'];
+    }
+    const { stdout } = await execFileAsync('openshell', fullArgs, {
+        env,
+        timeout: options?.timeout ?? 60_000,
+        maxBuffer: 10 * 1024 * 1024,
+    });
+    return stdout;
+};
+//# sourceMappingURL=nemoclaw-adapter.js.map

dist/adapters/nemoclaw-adapter.js.map

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dist/adapters/index.d.ts

@@ -56,4 +56,6 @@ /**
 export type { MiniMaxAgentConfig, MiniMaxChatClient } from './minimax-adapter';
+export { NemoClawAdapter } from './nemoclaw-adapter';
+export type { NemoClawAgentConfig, OpenShellExecutor, BlueprintAction, BlueprintRunResult, SandboxState, SandboxStatus, NetworkPolicy, PolicyEndpoint, } from './nemoclaw-adapter';
 export type { StreamingChunk, IStreamingAdapter, StreamCollector } from '../types/streaming-adapter';
 export type { IAgentAdapter, AgentPayload, AgentContext, AgentResult, AgentInfo, AdapterConfig, AdapterCapabilities, AdapterRoute, RegistryConfig, AdapterEvent, AdapterEventHandler, AdapterEventType, } from '../types/agent-adapter';
 //# sourceMappingURL=index.d.ts.map

dist/adapters/index.d.ts.map

@@ -1,1 +0,1 @@
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+{"version":3,"file":"index.d.ts","sourceRoot":"","sources":["../../adapters/index.ts"],"names":[],"mappings":"AAAA;;;;;;;;;;;;;;;;;;;GAmBG;AAGH,OAAO,EAAE,WAAW,EAAE,MAAM,gBAAgB,CAAC;AAC7C,OAAO,EAAE,eAAe,EAAE,WAAW,EAAE,MAAM,oBAAoB,CAAC;AAGlE,OAAO,EAAE,eAAe,EAAE,MAAM,oBAAoB,CAAC;AACrD,OAAO,EAAE,gBAAgB,EAAE,MAAM,qBAAqB,CAAC;AACvD,YAAY,EAAE,iBAAiB,EAAE,MAAM,qBAAqB,CAAC;AAC7D,OAAO,EAAE,cAAc,EAAE,MAAM,mBAAmB,CAAC;AACnD,YAAY,EAAE,YAAY,EAAE,MAAM,mBAAmB,CAAC;AACtD,OAAO,EAAE,aAAa,EAAE,MAAM,kBAAkB,CAAC;AACjD,YAAY,EAAE,WAAW,EAAE,UAAU,EAAE,MAAM,kBAAkB,CAAC;AAChE,OAAO,EAAE,UAAU,EAAE,MAAM,eAAe,CAAC;AAC3C,YAAY,EAAE,OAAO,EAAE,cAAc,EAAE,mBAAmB,EAAE,MAAM,eAAe,CAAC;AAClF,OAAO,EAAE,aAAa,EAAE,MAAM,kBAAkB,CAAC;AACjD,YAAY,EAAE,YAAY,EAAE,eAAe,EAAE,MAAM,kBAAkB,CAAC;AAGtE,OAAO,EAAE,iBAAiB,EAAE,MAAM,sBAAsB,CAAC;AACzD,YAAY,EACV,qBAAqB,EACrB,oBAAoB,EACpB,qBAAqB,EACrB,kBAAkB,GACnB,MAAM,sBAAsB,CAAC;AAC9B,OAAO,EAAE,qBAAqB,EAAE,MAAM,2BAA2B,CAAC;AAClE,YAAY,EAAE,QAAQ,EAAE,UAAU,EAAE,gBAAgB,EAAE,YAAY,EAAE,MAAM,2BAA2B,CAAC;AACtG,OAAO,EAAE,uBAAuB,EAAE,MAAM,6BAA6B,CAAC;AACtE,YAAY,EACV,eAAe,EACf,sBAAsB,EACtB,aAAa,EACb,SAAS,GACV,MAAM,6BAA6B,CAAC;AACrC,OAAO,EAAE,eAAe,EAAE,MAAM,oBAAoB,CAAC;AACrD,YAAY,EACV,gBAAgB,EAChB,sBAAsB,EACtB,aAAa,EACb,mBAAmB,EACnB,iBAAiB,GAClB,MAAM,oBAAoB,CAAC;AAC5B,OAAO,EAAE,WAAW,EAAE,MAAM,gBAAgB,CAAC;AAC7C,YAAY,EAAE,UAAU,EAAE,WAAW,EAAE,cAAc,EAAE,aAAa,EAAE,MAAM,gBAAgB,CAAC;AAC7F,OAAO,EAAE,WAAW,EAAE,MAAM,gBAAgB,CAAC;AAC7C,YAAY,EACV,SAAS,EACT,QAAQ,EACR,YAAY,EACZ,YAAY,GACb,MAAM,gBAAgB,CAAC;AAGxB,OAAO,EAAE,oBAAoB,EAAE,aAAa,EAAE,MAAM,0BAA0B,CAAC;AAC/E,OAAO,EAAE,yBAAyB,EAAE,MAAM,+BAA+B,CAAC;AAC1E,OAAO,EAAE,sBAAsB,EAAE,MAAM,4BAA4B,CAAC;AACpE,YAAY,EAAE,qBAAqB,EAAE,MAAM,4BAA4B,CAAC;AAGxE,OAAO,EAAE,UAAU,EAAE,MAAM,eAAe,CAAC;AAC3C,YAAY,EACV,YAAY,EACZ,OAAO,EACP,eAAe,EACf,YAAY,EACZ,WAAW,EACX,gBAAgB,GACjB,MAAM,eAAe,CAAC;AAGvB,OAAO,EAAE,YAAY,EAAE,MAAM,iBAAiB,CAAC;AAC/C,YAAY,EACV,SAAS,EACT,gBAAgB,EAChB,eAAe,EACf,qBAAqB,EACrB,gBAAgB,GACjB,MAAM,iBAAiB,CAAC;AAGzB,OAAO,EAAE,cAAc,EAAE,MAAM,mBAAmB,CAAC;AACnD,YAAY,EAAE,kBAAkB,EAAE,iBAAiB,EAAE,MAAM,mBAAmB,CAAC;AAG/E,OAAO,EAAE,eAAe,EAAE,MAAM,oBAAoB,CAAC;AACrD,YAAY,EACV,mBAAmB,EACnB,iBAAiB,EACjB,eAAe,EACf,kBAAkB,EAClB,YAAY,EACZ,aAAa,EACb,aAAa,EACb,cAAc,GACf,MAAM,oBAAoB,CAAC;AAG5B,YAAY,EAAE,cAAc,EAAE,iBAAiB,EAAE,eAAe,EAAE,MAAM,4BAA4B,CAAC;AAGrG,YAAY,EACV,aAAa,EACb,YAAY,EACZ,YAAY,EACZ,WAAW,EACX,SAAS,EACT,aAAa,EACb,mBAAmB,EACnB,YAAY,EACZ,cAAc,EACd,YAAY,EACZ,mBAAmB,EACnB,gBAAgB,GACjB,MAAM,wBAAwB,CAAC"}

dist/adapters/index.js

@@ -23,3 +23,3 @@ "use strict";
 Object.defineProperty(exports, "__esModule", { value: true });
-exports.MiniMaxAdapter = exports.CodexAdapter = exports.A2AAdapter = exports.CustomStreamingAdapter = exports.LangChainStreamingAdapter = exports.collectStream = exports.StreamingBaseAdapter = exports.AgnoAdapter = exports.DSPyAdapter = exports.HaystackAdapter = exports.OpenAIAssistantsAdapter = exports.SemanticKernelAdapter = exports.LlamaIndexAdapter = exports.CustomAdapter = exports.MCPAdapter = exports.CrewAIAdapter = exports.AutoGenAdapter = exports.LangChainAdapter = exports.OpenClawAdapter = exports.getRegistry = exports.AdapterRegistry = exports.BaseAdapter = void 0;
+exports.NemoClawAdapter = exports.MiniMaxAdapter = exports.CodexAdapter = exports.A2AAdapter = exports.CustomStreamingAdapter = exports.LangChainStreamingAdapter = exports.collectStream = exports.StreamingBaseAdapter = exports.AgnoAdapter = exports.DSPyAdapter = exports.HaystackAdapter = exports.OpenAIAssistantsAdapter = exports.SemanticKernelAdapter = exports.LlamaIndexAdapter = exports.CustomAdapter = exports.MCPAdapter = exports.CrewAIAdapter = exports.AutoGenAdapter = exports.LangChainAdapter = exports.OpenClawAdapter = exports.getRegistry = exports.AdapterRegistry = exports.BaseAdapter = void 0;
 // Core infrastructure
@@ -74,2 +74,5 @@ var base_adapter_1 = require("./base-adapter");
 Object.defineProperty(exports, "MiniMaxAdapter", { enumerable: true, get: function () { return minimax_adapter_1.MiniMaxAdapter; } });
+// NemoClaw adapter (NVIDIA NemoClaw — sandboxed agent execution via OpenShell)
+var nemoclaw_adapter_1 = require("./nemoclaw-adapter");
+Object.defineProperty(exports, "NemoClawAdapter", { enumerable: true, get: function () { return nemoclaw_adapter_1.NemoClawAdapter; } });
 //# sourceMappingURL=index.js.map

dist/adapters/index.js.map

@@ -1,1 +0,1 @@
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+{"version":3,"file":"index.js","sourceRoot":"","sources":["../../adapters/index.ts"],"names":[],"mappings":";AAAA;;;;;;;;;;;;;;;;;;;GAmBG;;;AAEH,sBAAsB;AACtB,+CAA6C;AAApC,2GAAA,WAAW,OAAA;AACpB,uDAAkE;AAAzD,mHAAA,eAAe,OAAA;AAAE,+GAAA,WAAW,OAAA;AAErC,mCAAmC;AACnC,uDAAqD;AAA5C,mHAAA,eAAe,OAAA;AACxB,yDAAuD;AAA9C,qHAAA,gBAAgB,OAAA;AAEzB,qDAAmD;AAA1C,iHAAA,cAAc,OAAA;AAEvB,mDAAiD;AAAxC,+GAAA,aAAa,OAAA;AAEtB,6CAA2C;AAAlC,yGAAA,UAAU,OAAA;AAEnB,mDAAiD;AAAxC,+GAAA,aAAa,OAAA;AAGtB,8BAA8B;AAC9B,2DAAyD;AAAhD,uHAAA,iBAAiB,OAAA;AAO1B,qEAAkE;AAAzD,gIAAA,qBAAqB,OAAA;AAE9B,yEAAsE;AAA7D,oIAAA,uBAAuB,OAAA;AAOhC,uDAAqD;AAA5C,mHAAA,eAAe,OAAA;AAQxB,+CAA6C;AAApC,2GAAA,WAAW,OAAA;AAEpB,+CAA6C;AAApC,2GAAA,WAAW,OAAA;AAQpB,qBAAqB;AACrB,mEAA+E;AAAtE,8HAAA,oBAAoB,OAAA;AAAE,uHAAA,aAAa,OAAA;AAC5C,6EAA0E;AAAjE,wIAAA,yBAAyB,OAAA;AAClC,uEAAoE;AAA3D,kIAAA,sBAAsB,OAAA;AAG/B,+BAA+B;AAC/B,6CAA2C;AAAlC,yGAAA,UAAU,OAAA;AAUnB,uDAAuD;AACvD,iDAA+C;AAAtC,6GAAA,YAAY,OAAA;AASrB,4EAA4E;AAC5E,qDAAmD;AAA1C,iHAAA,cAAc,OAAA;AAGvB,+EAA+E;AAC/E,uDAAqD;AAA5C,mHAAA,eAAe,OAAA"}

dist/index.d.ts

@@ -799,3 +799,7 @@ /**
 export type { CodexMode, CodexAgentConfig, CodexChatClient, CodexCompletionClient, CodexCLIExecutor, } from './adapters/codex-adapter';
+export { MiniMaxAdapter } from './adapters/minimax-adapter';
+export type { MiniMaxAgentConfig, MiniMaxChatClient } from './adapters/minimax-adapter';
+export { NemoClawAdapter } from './adapters/nemoclaw-adapter';
+export type { NemoClawAgentConfig, OpenShellExecutor, BlueprintAction, BlueprintRunResult, SandboxState, SandboxStatus, NetworkPolicy, PolicyEndpoint, } from './adapters/nemoclaw-adapter';
 export type { StreamingChunk, IStreamingAdapter, StreamCollector } from './types/streaming-adapter';
 //# sourceMappingURL=index.d.ts.map

dist/index.d.ts.map

@@ -1,1 +0,1 @@
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dist/index.js.map

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INTEGRATION_GUIDE.md

@@ -67,3 +67,3 @@ # Network-AI Integration Guide
 
-Network-AI ships 15 adapters. Map your existing agents to the right one:
+Network-AI ships 16 adapters. Map your existing agents to the right one:
 
@@ -83,2 +83,6 @@ | Your Stack | Network-AI Adapter | Notes |
 | OpenClaw / Clawdbot / Moltbot | `OpenClawAdapter` | Native skill execution via `callSkill` |
+| A2A protocol | `A2AAdapter` | Agent-to-Agent protocol interop |
+| OpenAI Codex CLI | `CodexAdapter` | Codex CLI task execution |
+| MiniMax | `MiniMaxAdapter` | MiniMax chat completions (M2.5) |
+| NVIDIA NemoClaw | `NemoClawAdapter` | Sandboxed agent execution via OpenShell |
 | **Anything else** | `CustomAdapter` | Wrap any async function or HTTP endpoint |
@@ -464,3 +468,3 @@
 | [QUICKSTART.md § CLI](QUICKSTART.md) | CLI reference — bb, auth, budget, audit commands |
-| [references/adapter-system.md](references/adapter-system.md) | All 15 adapters with code examples |
+| [references/adapter-system.md](references/adapter-system.md) | All 16 adapters with code examples |
 | [references/trust-levels.md](references/trust-levels.md) | Trust scoring formula and agent roles |
@@ -467,0 +471,0 @@ | [references/auth-guardian.md](references/auth-guardian.md) | Permission system, justification scoring, token lifecycle |

package.json

 {
   "name": "network-ai",
-  "version": "4.7.1",
-  "description": "AI agent orchestration framework for TypeScript/Node.js - 15 adapters (LangChain, AutoGen, CrewAI, OpenAI Assistants, LlamaIndex, Semantic Kernel, Haystack, DSPy, Agno, MCP, OpenClaw, A2A, Codex, MiniMax + streaming variants). Built-in CLI, security, swarm intelligence, real-time streaming, and agentic workflow patterns.",
+  "version": "4.8.0",
+  "description": "AI agent orchestration framework for TypeScript/Node.js - 16 adapters (LangChain, AutoGen, CrewAI, OpenAI Assistants, LlamaIndex, Semantic Kernel, Haystack, DSPy, Agno, MCP, OpenClaw, A2A, Codex, MiniMax, NemoClaw + streaming variants). Built-in CLI, security, swarm intelligence, real-time streaming, and agentic workflow patterns.",
   "homepage": "https://github.com/Jovancoding/Network-AI#readme",
@@ -33,2 +33,3 @@ "main": "dist/index.js",
     "test:codex": "npx ts-node test-codex.ts",
+    "test:nemoclaw": "npx ts-node test-nemoclaw.ts",
     "test:cli": "npx ts-node test-cli.ts",
@@ -35,0 +36,0 @@ "test:all": "npx ts-node run-tests.ts",

QUICKSTART.md

@@ -21,3 +21,3 @@ # Network-AI Quick Start Guide
 
-**Zero external AI dependencies.** All 15 adapters are self-contained — add framework SDKs only when you need them.
+**Zero external AI dependencies.** All 16 adapters are self-contained — add framework SDKs only when you need them.
 
@@ -42,2 +42,7 @@ ---
 | `agno` | Agno | none | Multi-agent teams |
+| `openclaw` | OpenClaw | `openclaw-core` | OpenClaw skill ecosystem |
+| `a2a` | A2A | none | Agent-to-Agent protocol |
+| `codex` | Codex | `openai` | OpenAI Codex CLI |
+| `minimax` | MiniMax | none | MiniMax chat completions |
+| `nemoclaw` | NemoClaw | none | NVIDIA sandboxed agent execution |
 
@@ -230,3 +235,3 @@ ---
 npx ts-node setup.ts --check      # Verify installation
-npx ts-node setup.ts --list       # List all 15 adapters
+npx ts-node setup.ts --list       # List all 16 adapters
 npx ts-node setup.ts --example    # Generate example.ts
@@ -569,3 +574,3 @@ ```
 
-// All 15 adapters
+// All 16 adapters
 import {
@@ -572,0 +577,0 @@ AdapterRegistry, BaseAdapter,

README.md

@@ -7,6 +7,6 @@ # Network-AI
 [![CodeQL](https://github.com/Jovancoding/Network-AI/actions/workflows/codeql.yml/badge.svg)](https://github.com/Jovancoding/Network-AI/actions/workflows/codeql.yml)
-[![Release](https://img.shields.io/badge/release-v4.7.1-blue.svg)](https://github.com/Jovancoding/Network-AI/releases)
+[![Release](https://img.shields.io/badge/release-v4.8.0-blue.svg)](https://github.com/Jovancoding/Network-AI/releases)
 [![npm](https://img.shields.io/npm/dw/network-ai.svg?label=npm%20downloads)](https://www.npmjs.com/package/network-ai)
-[![Tests](https://img.shields.io/badge/tests-1449%20passing-brightgreen.svg)](#testing)
-[![Adapters](https://img.shields.io/badge/frameworks-15%20supported-blueviolet.svg)](#adapter-system)
+[![Tests](https://img.shields.io/badge/tests-1543%20passing-brightgreen.svg)](#testing)
+[![Adapters](https://img.shields.io/badge/frameworks-16%20supported-blueviolet.svg)](#adapter-system)
 [![License](https://img.shields.io/badge/license-MIT-brightgreen.svg)](LICENSE)
@@ -25,3 +25,3 @@ [![Socket](https://socket.dev/api/badge/npm/package/network-ai)](https://socket.dev/npm/package/network-ai/overview)
 - **Guardrails and budgets** — FSM governance, per-agent token ceilings, HMAC audit trails, and permission gating
-- **15 adapters** — LangChain (+ streaming), AutoGen, CrewAI, OpenAI Assistants, LlamaIndex, Semantic Kernel, Haystack, DSPy, Agno, MCP, Custom (+ streaming), OpenClaw, A2A, Codex, and MiniMax — no glue code, no lock-in
+- **16 adapters** — LangChain (+ streaming), AutoGen, CrewAI, OpenAI Assistants, LlamaIndex, Semantic Kernel, Haystack, DSPy, Agno, MCP, Custom (+ streaming), OpenClaw, A2A, Codex, MiniMax, and NemoClaw — no glue code, no lock-in
 - **Persistent project memory (Layer 3)** — `context_manager.py` injects decisions, goals, stack, milestones, and banned patterns into every system prompt so agents always have full project context
@@ -61,3 +61,3 @@
 | No visibility into what agents did | HMAC-signed audit log on every write, permission grant, and FSM transition |
-| Locked into one AI framework | 15 adapters — mix LangChain + AutoGen + CrewAI + Codex + MiniMax + custom in one swarm |
+| Locked into one AI framework | 16 adapters — mix LangChain + AutoGen + CrewAI + Codex + MiniMax + NemoClaw + custom in one swarm |
 | Agents escalating beyond their scope | `AuthGuardian` — scoped permission tokens required before sensitive operations |
@@ -274,3 +274,3 @@ | Agents lack project context between runs | `ProjectContextManager` (Layer 3) — inject decisions, goals, stack, and milestones into every system prompt |
 
-15 adapters, zero adapter dependencies. You bring your own SDK objects.
+16 adapters, zero adapter dependencies. You bring your own SDK objects.
 
@@ -294,2 +294,3 @@ | Adapter | Framework / Protocol | Register method |
 | `MiniMaxAdapter` | MiniMax LLM API (M2.5 / M2.5-highspeed) | `registerAgent(name, config)` |
+| `NemoClawAdapter` | NVIDIA NemoClaw (sandboxed agents via OpenShell) | `registerSandboxAgent(name, config)` |
 
@@ -329,3 +330,3 @@ **Streaming variants** (drop-in replacements with `.stream()` support):
 npm run test:security     # Security module
-npm run test:adapters     # All 15 adapters
+npm run test:adapters     # All 16 adapters
 npm run test:streaming    # Streaming adapters
@@ -338,3 +339,3 @@ npm run test:a2a          # A2A protocol adapter
 
-**1,449 passing assertions across 18 test suites** (`npm run test:all`):
+**1,543 passing assertions across 19 test suites** (`npm run test:all`):
 
@@ -347,3 +348,3 @@ | Suite | Assertions | Covers |
 | `test-phase6.ts` | 121 | MCP server, control-plane tools, audit tools |
-| `test-adapters.ts` | 140 | All 15 adapters, registry routing, integration, edge cases |
+| `test-adapters.ts` | 141 | All 16 adapters, registry routing, integration, edge cases |
 | `test-phase5d.ts` | 117 | Pluggable backend (Redis, CRDT, Memory) |
@@ -355,2 +356,3 @@ | `test-standalone.ts` | 88 | Blackboard, auth, integration, persistence, parallelisation, quality gate |
 | `test-minimax.ts` | 50 | MiniMax adapter: lifecycle, registration, chat mode, temperature clamping |
+| `test-nemoclaw.ts` | 93 | NemoClaw adapter: sandbox lifecycle, policies, blueprint, handoff, env forwarding |
 | `test-priority.ts` | 64 | Priority preemption, conflict resolution, backward compat |
@@ -357,0 +359,0 @@ | `test-a2a.ts` | 35 | A2A protocol: register, execute, mock fetch, error paths |

SKILL.md

 ---
 name: Network-AI
-description: "Python orchestration skill: local multi-agent workflows via blackboard file, permission gating, and token budget scripts. All execution is local — no network calls, no Node.js required. TypeScript/Node.js features (HMAC tokens, AES-256, MCP server, 15 adapters, CLI) are in the SEPARATE companion npm package (npm install -g network-ai) and are NOT part of this skill bundle."
+description: "Python orchestration skill: local multi-agent workflows via blackboard file, permission gating, and token budget scripts. All execution is local — no network calls, no Node.js required. TypeScript/Node.js features (HMAC tokens, AES-256, MCP server, 16 adapters, CLI) are in the SEPARATE companion npm package (npm install -g network-ai) and are NOT part of this skill bundle."
 metadata:
@@ -8,3 +8,3 @@ openclaw:
     homepage: https://github.com/Jovancoding/Network-AI
-    bundle_scope: "Python scripts only (scripts/*.py). The README.md in this repo describes the FULL project including the companion Node.js npm package — features documented there (HMAC tokens, AES-256 encryption, MCP server, 15 adapters, CLI) are NOT implemented in these Python scripts and are NOT part of this ClawHub skill. Install the npm package separately for those features."
+    bundle_scope: "Python scripts only (scripts/*.py). The README.md in this repo describes the FULL project including the companion Node.js npm package — features documented there (HMAC tokens, AES-256 encryption, MCP server, 16 adapters, CLI) are NOT implemented in these Python scripts and are NOT part of this ClawHub skill. Install the npm package separately for those features."
     network_calls: none
@@ -750,5 +750,5 @@ sessions_ops: "platform-provided — sessions_send, sessions_list, and sessions_history are OpenClaw host platform built-ins, not implemented or invoked by this skill's Python scripts"
 - A standalone MCP server for IDE integration (Claude, Cursor, VS Code)
-- 14 framework adapters (LangChain, AutoGen, CrewAI, DSPy, LlamaIndex, etc.)
+- 16 framework adapters (LangChain, AutoGen, CrewAI, DSPy, LlamaIndex, NemoClaw, etc.)
 - A full CLI (`network-ai bb`, `network-ai auth`, `network-ai budget`, `network-ai audit`)
 
 None of the above are provided by this skill's Python scripts. No network calls are made by this skill.

socket.json

@@ -122,2 +122,10 @@ {
       {
+        "path": "adapters/nemoclaw-adapter.ts",
+        "reason": "Intentional — NemoClawAdapter's default executor uses child_process.execFile to invoke the openshell CLI for sandbox management. This is the fallback when no custom executor is provided. Users are expected to bring their own executor in production."
+      },
+      {
+        "path": "dist/adapters/nemoclaw-adapter.js",
+        "reason": "Intentional — compiled output of nemoclaw-adapter.ts. Uses child_process.execFile to invoke the openshell CLI."
+      },
+      {
         "path": "examples/05-code-review-swarm.ts",
@@ -124,0 +132,0 @@ "reason": "Intentional — example script uses execSync('npx tsc --noEmit') to demonstrate automated TypeScript type-checking in a code review pipeline. Not part of the core library."

New alerts

Network access

Supply chain risk

This module accesses the network.

Found 3 instances in 1 package

Shell access

Supply chain risk

This module accesses the system shell. Accessing the system shell increases the risk of executing arbitrary code.

Found 1 instance in 1 package

Uses eval

Supply chain risk

Package uses dynamic code execution (e.g., eval()), which is a dangerous practice. This can prevent the code from running in certain environments and increases the risk that the code may contain exploits or malicious behavior.

Found 1 instance in 1 package

Environment variable access

Supply chain risk

Package accesses environment variables, which may be a sign of credential stuffing or data theft.

Found 5 instances in 1 package

Filesystem access

Supply chain risk

Accesses the file system, and could potentially read sensitive data.

Found 1 instance in 1 package

Long strings

Supply chain risk

Contains long string literals, which may be a sign of obfuscated or packed code.

Found 1 instance in 1 package

URL strings

Supply chain risk

Package contains fragments of external URLs or IP addresses, which the package may be accessing at runtime.

Found 1 instance in 1 package

Fixed alerts

Network access

Supply chain risk

This module accesses the network.

Found 3 instances in 1 package

Shell access

Supply chain risk

This module accesses the system shell. Accessing the system shell increases the risk of executing arbitrary code.

Found 1 instance in 1 package

Uses eval

Supply chain risk

Package uses dynamic code execution (e.g., eval()), which is a dangerous practice. This can prevent the code from running in certain environments and increases the risk that the code may contain exploits or malicious behavior.

Found 1 instance in 1 package

Environment variable access

Supply chain risk

Package accesses environment variables, which may be a sign of credential stuffing or data theft.

Found 4 instances in 1 package

Filesystem access

Supply chain risk

Accesses the file system, and could potentially read sensitive data.

Found 1 instance in 1 package

Long strings

Supply chain risk

Contains long string literals, which may be a sign of obfuscated or packed code.

Found 1 instance in 1 package

URL strings

Supply chain risk

Package contains fragments of external URLs or IP addresses, which the package may be accessing at runtime.

Found 1 instance in 1 package

Improved metrics

Total package byte prevSize

1504808

3.01%

Number of package files

198

2.06%

Lines of code

23754

2.89%

Number of lines in readme file

425

0.47%

Worsened metrics

Number of low supply chain risk alerts

86

6.17%

No dependency changes