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2.10.1

2.11.0

+27

dist/agents/creative.d.ts

		/** Creative agent definition — matches the shape used by PRESETS and BUILTIN_AGENTS in matrix.ts */
		export declare const CREATIVE_PRESET: {
		name: string;
		prompt: string;
		};
		/** Creative agent built-in registration — matches BUILTIN_AGENTS shape in matrix.ts */
		export declare const CREATIVE_BUILTIN: {
		name: string;
		icon: string;
		color: string;
		prompt: string;
		};
		/** Creative agent keyword list for learned-router.ts */
		export declare const CREATIVE_KEYWORDS: string[];
		/** Creative agent routing patterns for learned-router.ts */
		export declare const CREATIVE_PATTERNS: {
		pattern: RegExp;
		agent: "creative";
		confidence: number;
		}[];
		/** Bridge/IDE agent entry for getAgents() in bridge.ts */
		export declare const CREATIVE_AGENT_ENTRY: {
		id: string;
		name: string;
		description: string;
		};
		//# sourceMappingURL=creative.d.ts.map

+1

dist/agents/creative.d.ts.map

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+77

dist/agents/creative.js

		// K:BOT Creative Specialist Agent
		// Generative art, creative coding, procedural generation, music, shaders, and more.
		//
		// Covers: p5.js, Processing, GLSL/Shadertoy, three.js, Magenta, MusicGen,
		// Stable Diffusion, FLUX, ComfyUI, genetic algorithms, L-systems, Context Free Art,
		// Sonic Pi, procedural generation, and creative coding in general.
		/** Creative agent definition — matches the shape used by PRESETS and BUILTIN_AGENTS in matrix.ts */
		export const CREATIVE_PRESET = {
		name: 'Creative',
		prompt: `You are a creative intelligence specialist — an expert in generative art, creative coding, procedural generation, music synthesis, shader art, and computational aesthetics.

		Your domains:
		- Generative art: algorithmic drawing, particle systems, flow fields, attractors, fractals, noise-based landscapes
		- Creative coding: p5.js sketches, Processing (Java/Python), openFrameworks, Cinder, nannou (Rust)
		- Shader art: GLSL fragment/vertex shaders, Shadertoy, ray marching, signed distance functions (SDFs), post-processing effects
		- 3D & WebGL: three.js scenes, procedural geometry, instanced rendering, custom shader materials
		- Procedural generation: L-systems, wave function collapse, Perlin/simplex noise, cellular automata, grammar-based generation, terrain synthesis
		- Music & audio: Sonic Pi live coding, Tone.js, Web Audio API, algorithmic composition, MusicGen, Magenta.js
		- AI art pipelines: Stable Diffusion, FLUX, ComfyUI workflows, prompt engineering for image generation, ControlNet, LoRA training
		- Evolutionary & emergent systems: genetic algorithms, neural cellular automata, artificial life, flocking (boids), reaction-diffusion
		- Data art: data sonification, generative data visualization, physical computing art

		When generating code:
		- Produce complete, runnable sketches — never stubs or pseudocode
		- For p5.js: include setup() and draw(), use createCanvas, explain the algorithm in brief comments
		- For GLSL: include full fragment shader with uniforms (iTime, iResolution, iMouse), ready for Shadertoy or standalone use
		- For three.js: include scene, camera, renderer setup and the animation loop
		- For Sonic Pi: include live_loop blocks with sleep, use_synth, and play/sample calls
		- For procedural algorithms: implement the core generation logic with tunable parameters
		- Optimize for visual/auditory impact — these are art pieces, not enterprise code
		- Suggest parameter ranges the user can tweak to explore variations
		- When relevant, mention how to run the output (e.g., "paste into Shadertoy", "run with p5.js editor", "open in browser")

		Creative philosophy:
		- Favor emergence over prescription — simple rules that produce complex behavior
		- Embrace randomness and noise as creative tools, not bugs
		- Think in terms of systems, not static outputs — the process IS the art
		- Cross-pollinate: combine techniques (e.g., L-systems + shaders, genetic algorithms + music)
		- When asked for "something cool", go bold — push boundaries rather than playing it safe`,
		};
		/** Creative agent built-in registration — matches BUILTIN_AGENTS shape in matrix.ts */
		export const CREATIVE_BUILTIN = {
		name: 'Creative',
		icon: '✧',
		color: '#E879F9', // fuchsia — creative energy
		prompt: CREATIVE_PRESET.prompt,
		};
		/** Creative agent keyword list for learned-router.ts */
		export const CREATIVE_KEYWORDS = [
		'generative', 'art', 'creative', 'shader', 'glsl', 'p5', 'processing',
		'procedural', 'fractal', 'particle', 'noise', 'perlin', 'simplex',
		'sketch', 'canvas', 'animation', 'visual', 'visualization', 'render',
		'three', 'threejs', 'webgl', 'opengl', 'raymarching', 'sdf',
		'music', 'audio', 'sonic', 'synth', 'tone', 'beat', 'melody',
		'lsystem', 'cellular', 'automata', 'boids', 'flocking', 'evolution',
		'genetic', 'algorithm', 'diffusion', 'comfyui', 'flux', 'stable',
		'midjourney', 'dallee', 'prompt', 'pattern', 'texture', 'gradient',
		];
		/** Creative agent routing patterns for learned-router.ts */
		export const CREATIVE_PATTERNS = [
		{ pattern: /\b(generative\|procedural\|algorithmic)\s*(art\|design\|music\|pattern\|texture\|drawing)/i, agent: 'creative', confidence: 0.8 },
		{ pattern: /\b(shader\|glsl\|shadertoy\|fragment\sshader\|vertex\sshader\|ray\s*march)/i, agent: 'creative', confidence: 0.8 },
		{ pattern: /\b(p5\.?js\|processing\|openframeworks\|nannou)\b/i, agent: 'creative', confidence: 0.75 },
		{ pattern: /\b(three\.?js\|webgl)\b.*\b(scene\|animation\|render\|visual\|art)/i, agent: 'creative', confidence: 0.7 },
		{ pattern: /\b(sonic\spi\|tone\.?js\|web\saudio\|music\s*gen\|magenta)\b/i, agent: 'creative', confidence: 0.75 },
		{ pattern: /\b(l[\s-]?system\|cellular\sautoma\|wave\sfunction\scollapse\|perlin\|simplex\snoise)\b/i, agent: 'creative', confidence: 0.75 },
		{ pattern: /\b(stable\sdiffusion\|comfyui\|flux\|controlnet\|lora\strain)/i, agent: 'creative', confidence: 0.7 },
		{ pattern: /\b(particle\ssystem\|flow\sfield\|attractor\|fractal\|boids\|flocking)/i, agent: 'creative', confidence: 0.75 },
		{ pattern: /\b(creative\s*cod)/i, agent: 'creative', confidence: 0.8 },
		];
		/** Bridge/IDE agent entry for getAgents() in bridge.ts */
		export const CREATIVE_AGENT_ENTRY = {
		id: 'creative',
		name: 'Creative',
		description: 'Generative art, creative coding & procedural generation specialist',
		};
		//# sourceMappingURL=creative.js.map

+1

dist/agents/creative.js.map

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+27

dist/agents/developer.d.ts

		/** Developer agent definition — matches the shape used by PRESETS and BUILTIN_AGENTS in matrix.ts */
		export declare const DEVELOPER_PRESET: {
		name: string;
		prompt: string;
		};
		/** Developer agent built-in registration — matches BUILTIN_AGENTS shape in matrix.ts */
		export declare const DEVELOPER_BUILTIN: {
		name: string;
		icon: string;
		color: string;
		prompt: string;
		};
		/** Developer agent keyword list for learned-router.ts */
		export declare const DEVELOPER_KEYWORDS: string[];
		/** Developer agent routing patterns for learned-router.ts */
		export declare const DEVELOPER_PATTERNS: {
		pattern: RegExp;
		agent: "developer";
		confidence: number;
		}[];
		/** Bridge/IDE agent entry for getAgents() in bridge.ts */
		export declare const DEVELOPER_AGENT_ENTRY: {
		id: string;
		name: string;
		description: string;
		};
		//# sourceMappingURL=developer.d.ts.map

+1

dist/agents/developer.d.ts.map

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+107

dist/agents/developer.js

		// K:BOT Developer Specialist Agent
		// A self-referential agent that helps build and improve kbot itself.
		//
		// Knows: kbot architecture, tool registration, specialist system, CLI patterns,
		// TypeScript, Node.js 20+, commander.js, streaming, MCP, provider system.
		/** Developer agent definition — matches the shape used by PRESETS and BUILTIN_AGENTS in matrix.ts */
		export const DEVELOPER_PRESET = {
		name: 'Developer',
		prompt: `You are the K:BOT Developer agent — a specialist for building, extending, and improving kbot itself. You have deep knowledge of the kbot codebase and architecture.

		## K:BOT Architecture

		Stack: TypeScript + Node.js 20+, ESM modules, commander.js CLI, chalk terminal UI.
		Package: @kernel.chat/kbot on npm. MIT license. Published by kernel.chat group.

		### Core Files
		- \`src/cli.ts\` — CLI entry point. Commander.js program with subcommands and REPL loop.
		- \`src/agent.ts\` — Agent loop: think → plan → execute tools → learn. Multi-provider AI calls.
		- \`src/auth.ts\` — API key management (AES-256-CBC encrypted), 19 provider detection.
		- \`src/streaming.ts\` — Streaming for Anthropic + OpenAI with retry (exponential backoff).
		- \`src/context-manager.ts\` — Token management with priority-based compaction.
		- \`src/learning.ts\` — Learning engine: patterns, solutions, user profile across sessions.
		- \`src/matrix.ts\` — Agent creation: PRESETS, BUILTIN_AGENTS, mimic profiles.
		- \`src/learned-router.ts\` — Intent classification: keyword voting + regex patterns → specialist.
		- \`src/planner.ts\` — Autonomous plan-execute mode with task ledger.
		- \`src/ui.ts\` — Terminal UI: banners, spinners, colors, agent icons. NO_COLOR support.

		### Tool System
		- \`src/tools/index.ts\` — Tool registry. \`registerTool()\` with flat parameter schema.
		- Tools use: \`{ name, description, parameters: { param: { type, description, required? } }, tier, execute }\`
		- \`registerAllTools()\` uses \`Promise.all([import(...)])\` for parallel startup.
		- Tool results truncated to 50KB, timeout 5 min default.

		### Specialist System
		- Specialists defined in \`matrix.ts\` PRESETS + BUILTIN_AGENTS.
		- Each has: name, system prompt, icon, color.
		- Separate agent files in \`src/agents/\` export preset, builtin, keywords, patterns, agent entry.
		- Registration touches: matrix.ts, ui.ts, learned-router.ts, cli.ts, bridge.ts, subagent.ts, agent-protocol.ts.

		### IDE Integration
		- \`src/ide/mcp-server.ts\` — MCP server for VS Code, Cursor, Windsurf, Zed, Neovim.
		- \`src/ide/bridge.ts\` — Shared bridge: agent list, session management, tool execution.
		- \`src/ide/acp-server.ts\` — ACP server with agent identity.

		### Key Patterns
		- All parameters use FLAT schema: \`{ param: { type: 'string', description: '...', required: true } }\`
		- NOT OpenAI-style nested: \`{ type: 'object', properties: { ... }, required: [] }\`
		- Commander.js for CLI subcommands and options.
		- REPL slash commands handled in the main REPL loop in cli.ts.
		- Agent colors in AGENT_COLORS map in ui.ts, icons in agentIcon().
		- Tests use vitest: \`import { describe, it, expect } from 'vitest'\`

		## When helping build kbot:
		- Always read existing code before modifying — understand the pattern first.
		- Follow the flat parameter schema for tools. This is the #1 source of bugs.
		- When adding a specialist: update all 7 files (matrix, ui, router, cli, bridge, subagent, agent-protocol).
		- When adding a tool: create in src/tools/, add to registerAllTools() parallel imports in index.ts.
		- Keep tools tier: 'free' unless they require API calls.
		- Use \`String(args.param \|\| '')\` for safe argument access in tool execute functions.
		- Test with \`cd packages/kbot && npx tsc --noEmit\` before committing.
		- Version in 4 places: cli.ts VERSION, package.json, acp-server.ts, SKILL.md.
		- Tool/specialist counts in: ui.ts banner, acp-server.ts, package.json description, README.md, SKILL.md.

		## Development workflow:
		1. Read the relevant source files
		2. Understand the existing pattern
		3. Write code that follows the pattern exactly
		4. Run typecheck: \`npx tsc --noEmit\`
		5. Build: \`npm run build\`
		6. Test: \`npm run test\` (vitest)
		7. Update counts and version if needed
		8. Commit with descriptive message`,
		};
		/** Developer agent built-in registration — matches BUILTIN_AGENTS shape in matrix.ts */
		export const DEVELOPER_BUILTIN = {
		name: 'Developer',
		icon: '⚙',
		color: '#38BDF8', // sky blue — engineering
		prompt: DEVELOPER_PRESET.prompt,
		};
		/** Developer agent keyword list for learned-router.ts */
		export const DEVELOPER_KEYWORDS = [
		'kbot', 'cli', 'tool', 'register', 'specialist', 'agent', 'matrix',
		'provider', 'streaming', 'commander', 'repl', 'mcp', 'bridge', 'ide',
		'typescript', 'tsc', 'npm', 'publish', 'build', 'package', 'version',
		'router', 'routing', 'learned', 'preset', 'builtin', 'icon', 'color',
		'planner', 'context', 'compaction', 'token', 'learning', 'memory',
		'parameter', 'schema', 'execute', 'tier', 'registry', 'hook', 'plugin',
		];
		/** Developer agent routing patterns for learned-router.ts */
		export const DEVELOPER_PATTERNS = [
		{ pattern: /\b(kbot\|k:bot)\b.*\b(add\|build\|create\|fix\|improve\|extend\|modify\|update\|refactor)/i, agent: 'developer', confidence: 0.85 },
		{ pattern: /\b(register\|add)\s*(tool\|specialist\|agent\|command)/i, agent: 'developer', confidence: 0.8 },
		{ pattern: /\b(tool\sregistry\|registerTool\|registerAllTools\|flat\sschema)/i, agent: 'developer', confidence: 0.85 },
		{ pattern: /\b(cli\.ts\|agent\.ts\|matrix\.ts\|ui\.ts\|bridge\.ts\|learned-router)/i, agent: 'developer', confidence: 0.8 },
		{ pattern: /\b(npm\spublish\|bump\sversion\|package\.json)\b/i, agent: 'developer', confidence: 0.7 },
		{ pattern: /\b(mcp\sserver\|acp\sserver\|ide\s*integration)/i, agent: 'developer', confidence: 0.75 },
		{ pattern: /\b(specialist\ssystem\|agent\srouting\|intent\s*classif)/i, agent: 'developer', confidence: 0.8 },
		{ pattern: /\bself[\s-]?(improv\|referent\|build\|develop\|bootstrap)/i, agent: 'developer', confidence: 0.8 },
		];
		/** Bridge/IDE agent entry for getAgents() in bridge.ts */
		export const DEVELOPER_AGENT_ENTRY = {
		id: 'developer',
		name: 'Developer',
		description: 'K:BOT self-development specialist — builds and improves kbot itself',
		};
		//# sourceMappingURL=developer.js.map

+1

dist/agents/developer.js.map

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+2

dist/tools/creative.d.ts

		export declare function registerCreativeTools(): void;
		//# sourceMappingURL=creative.d.ts.map

+1

dist/tools/creative.d.ts.map

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+803

dist/tools/creative.js

		// K:BOT Creative Intelligence Tools
		// Generate art, shaders, music patterns, SVGs, and evolve designs.
		// All outputs are self-contained files — no external dependencies at generation time.
		import { writeFileSync, readFileSync, existsSync, mkdirSync } from 'node:fs';
		import { dirname, basename, extname, join } from 'node:path';
		import { registerTool } from './index.js';
		// ─── Helpers ────────────────────────────────────────────────────────
		/** Seed a simple deterministic PRNG from a string */
		function hashSeed(s) {
		let h = 0;
		for (let i = 0; i < s.length; i++) {
		h = ((h << 5) - h + s.charCodeAt(i)) \| 0;
		}
		return Math.abs(h);
		}
		/** Pick a seeded-random float in [min, max) */
		function seededRandom(seed, index) {
		const x = Math.sin(seed + index * 9301 + 49297) * 233280;
		return x - Math.floor(x);
		}
		/** Pick a random item from an array using seed */
		function pick(arr, seed, index) {
		return arr[Math.floor(seededRandom(seed, index) * arr.length)];
		}
		/** Generate a CSS hex color from seed */
		function seedColor(seed, idx) {
		const h = Math.floor(seededRandom(seed, idx) * 360);
		const s = 50 + Math.floor(seededRandom(seed, idx + 1) * 40);
		const l = 30 + Math.floor(seededRandom(seed, idx + 2) * 40);
		return `hsl(${h}, ${s}%, ${l}%)`;
		}
		function ensureDir(path) {
		mkdirSync(dirname(path), { recursive: true });
		}
		// ─── p5.js Art Generator ────────────────────────────────────────────
		function generateP5Sketch(description, style) {
		const seed = hashSeed(description);
		const palette = Array.from({ length: 5 }, (_, i) => seedColor(seed, i * 3));
		const bgColor = seedColor(seed, 100);
		const sketchBodies = {
		abstract: `
		// Abstract expressionist composition
		const shapes = ${3 + Math.floor(seededRandom(seed, 10) * 12)};
		for (let i = 0; i < shapes; i++) {
		const x = random(width);
		const y = random(height);
		const sz = random(20, 200);
		fill(palette[i % palette.length]);
		noStroke();
		if (random() > 0.5) {
		ellipse(x, y, sz, sz * random(0.5, 1.5));
		} else {
		rect(x - sz/2, y - sz/2, sz, sz * random(0.5, 1.5));
		}
		}
		// Gestural lines
		for (let i = 0; i < ${2 + Math.floor(seededRandom(seed, 11) * 6)}; i++) {
		stroke(palette[i % palette.length]);
		strokeWeight(random(1, 8));
		noFill();
		beginShape();
		for (let j = 0; j < 8; j++) {
		curveVertex(random(width), random(height));
		}
		endShape();
		}`,
		geometric: `
		// Geometric pattern
		const cols = ${3 + Math.floor(seededRandom(seed, 20) * 8)};
		const rows = ${3 + Math.floor(seededRandom(seed, 21) * 8)};
		const cellW = width / cols;
		const cellH = height / rows;
		noStroke();
		for (let r = 0; r < rows; r++) {
		for (let c = 0; c < cols; c++) {
		const x = c * cellW;
		const y = r * cellH;
		fill(palette[(r + c) % palette.length]);
		const shape = (r * cols + c + ${seed}) % 4;
		push();
		translate(x + cellW/2, y + cellH/2);
		rotate(((r + c) * PI) / ${2 + Math.floor(seededRandom(seed, 22) * 4)});
		if (shape === 0) rect(-cellW/2, -cellH/2, cellW, cellH);
		else if (shape === 1) ellipse(0, 0, cellW, cellH);
		else if (shape === 2) triangle(-cellW/2, cellH/2, cellW/2, cellH/2, 0, -cellH/2);
		else { beginShape(); for (let i = 0; i < 6; i++) { const a = (TWO_PI / 6) * i; vertex(cos(a) * cellW/2, sin(a) * cellH/2); } endShape(CLOSE); }
		pop();
		}
		}`,
		organic: `
		// Organic flow field
		const scale = ${10 + Math.floor(seededRandom(seed, 30) * 20)};
		const particles = ${200 + Math.floor(seededRandom(seed, 31) * 800)};
		noStroke();
		for (let i = 0; i < particles; i++) {
		let x = random(width);
		let y = random(height);
		fill(palette[i % palette.length] + '40');
		for (let step = 0; step < 50; step++) {
		const angle = noise(x / scale, y / scale, ${seededRandom(seed, 32).toFixed(2)}) * TWO_PI * 2;
		x += cos(angle) * 2;
		y += sin(angle) * 2;
		ellipse(x, y, 3, 3);
		if (x < 0 \|\| x > width \|\| y < 0 \|\| y > height) break;
		}
		}`,
		fractal: `
		// Recursive fractal tree
		const maxDepth = ${4 + Math.floor(seededRandom(seed, 40) * 5)};
		const branchAngle = ${15 + Math.floor(seededRandom(seed, 41) * 30)};
		const lengthRatio = ${(0.6 + seededRandom(seed, 42) * 0.2).toFixed(2)};

		const branch = (x, y, len, angle, depth) => {
		if (depth >= maxDepth \|\| len < 2) return;
		const x2 = x + cos(radians(angle)) * len;
		const y2 = y - sin(radians(angle)) * len;
		stroke(palette[depth % palette.length]);
		strokeWeight(map(depth, 0, maxDepth, 6, 1));
		line(x, y, x2, y2);
		branch(x2, y2, len * lengthRatio, angle + branchAngle, depth + 1);
		branch(x2, y2, len * lengthRatio, angle - branchAngle, depth + 1);
		if (random() > 0.5) branch(x2, y2, len * lengthRatio * 0.8, angle + branchAngle * 0.5, depth + 1);
		};
		branch(width/2, height, height * 0.3, 90, 0);`,
		noise: `
		// Perlin noise landscape
		const resolution = ${2 + Math.floor(seededRandom(seed, 50) * 4)};
		const zOff = ${seededRandom(seed, 51).toFixed(3)};
		loadPixels();
		for (let x = 0; x < width; x += resolution) {
		for (let y = 0; y < height; y += resolution) {
		const n = noise(x * 0.005, y * 0.005, zOff);
		const ci = floor(n * palette.length);
		const c = color(palette[ci % palette.length]);
		for (let dx = 0; dx < resolution; dx++) {
		for (let dy = 0; dy < resolution; dy++) {
		const idx = 4 * ((y + dy) * width + (x + dx));
		pixels[idx] = red(c);
		pixels[idx+1] = green(c);
		pixels[idx+2] = blue(c);
		pixels[idx+3] = 255;
		}
		}
		}
		}
		updatePixels();
		// Overlay contour lines
		noFill();
		stroke(255, 80);
		strokeWeight(0.5);
		for (let threshold = 0.1; threshold < 1; threshold += 0.1) {
		beginShape();
		for (let x = 0; x < width; x += 4) {
		const y = height * noise(x * 0.005, threshold * 5, zOff + 1);
		vertex(x, y);
		}
		endShape();
		}`,
		};
		const body = sketchBodies[style] \|\| sketchBodies.abstract;
		return `<!DOCTYPE html>
		<html lang="en">
		<head>
		<meta charset="UTF-8">
		<meta name="viewport" content="width=device-width, initial-scale=1.0">
		<title>K:BOT Art — ${description}</title>
		<script src="https://cdn.jsdelivr.net/npm/p5@1.11.3/lib/p5.min.js"><\/script>
		<style>
		* { margin: 0; padding: 0; box-sizing: border-box; }
		body { display: flex; justify-content: center; align-items: center; min-height: 100vh; background: #111; }
		canvas { border-radius: 4px; box-shadow: 0 4px 24px rgba(0,0,0,0.5); }
		</style>
		</head>
		<body>
		<script>
		// Generated by K:BOT creative tools
		// Description: ${description}
		// Style: ${style}
		// Seed: ${seed}

		const palette = ${JSON.stringify(palette)};

		function setup() {
		createCanvas(800, 800);
		background('${bgColor}');
		noiseSeed(${seed});
		randomSeed(${seed});
		draw_art();
		noLoop();
		}

		function draw_art() {
		${body}
		}

		function mousePressed() {
		// Click to regenerate with new random seed
		noiseSeed(millis());
		randomSeed(millis());
		background('${bgColor}');
		draw_art();
		}
		<\/script>
		</body>
		</html>`;
		}
		// ─── GLSL Shader Generator ─────────────────────────────────────────
		function generateGLSL(description) {
		const seed = hashSeed(description);
		const r1 = seededRandom(seed, 0);
		const r2 = seededRandom(seed, 1);
		const r3 = seededRandom(seed, 2);
		const r4 = seededRandom(seed, 3);
		const r5 = seededRandom(seed, 4);
		const octaves = 3 + Math.floor(r1 * 5);
		const speed = (0.2 + r2 * 1.5).toFixed(2);
		const zoom = (1.0 + r3 * 4.0).toFixed(2);
		const colorShiftA = (r4 * 6.28).toFixed(3);
		const colorShiftB = (r5 * 6.28).toFixed(3);
		const technique = Math.floor(r1 * 4);
		let core = '';
		if (technique === 0) {
		// Fractal noise with domain warping
		core = `
		// Domain-warped fractal noise
		vec2 q = vec2(fbm(uv + vec2(0.0, 0.0)),
		fbm(uv + vec2(5.2, 1.3)));
		vec2 r2 = vec2(fbm(uv + 4.0 * q + vec2(1.7, 9.2) + ${speed} * iTime),
		fbm(uv + 4.0 * q + vec2(8.3, 2.8) + ${speed} * 0.7 * iTime));
		float f = fbm(uv + 4.0 * r2);
		vec3 color = mix(vec3(0.1, 0.05, 0.2), vec3(0.9, 0.4, 0.2), clamp(f * f * 2.0, 0.0, 1.0));
		color = mix(color, vec3(0.0, 0.2, 0.6), clamp(length(q), 0.0, 1.0));
		color = mix(color, vec3(0.9, 0.8, 0.5), clamp(length(r2.x), 0.0, 1.0));`;
		}
		else if (technique === 1) {
		// Raymarched SDF
		core = `
		// Raymarched distance field
		vec3 ro = vec3(0.0, 0.0, -3.0);
		vec3 rd = normalize(vec3(uv, 1.5));
		float t = 0.0;
		vec3 color = vec3(0.02);
		for (int i = 0; i < 80; i++) {
		vec3 p = ro + rd * t;
		float d = sceneSDF(p, iTime * ${speed});
		if (d < 0.001) {
		vec3 n = calcNormal(p, iTime * ${speed});
		vec3 light = normalize(vec3(1.0, 1.0, -1.0));
		float diff = max(dot(n, light), 0.0);
		float spec = pow(max(dot(reflect(-light, n), -rd), 0.0), 32.0);
		color = vec3(0.2, 0.4, 0.8) * diff + vec3(1.0) * spec * 0.5;
		color += vec3(0.05, 0.02, 0.1);
		float ao = 1.0 - float(i) / 80.0;
		color *= ao;
		break;
		}
		t += d;
		if (t > 20.0) break;
		}
		color += vec3(0.02, 0.01, 0.04) * (1.0 - length(uv));`;
		}
		else if (technique === 2) {
		// Kaleidoscopic pattern
		core = `
		// Kaleidoscopic symmetry
		vec2 p = uv * ${zoom};
		float a = atan(p.y, p.x);
		float r = length(p);
		float segments = ${3 + Math.floor(r2 * 10)}.0;
		a = mod(a, 6.28318 / segments) - 3.14159 / segments;
		p = vec2(cos(a), sin(a)) * r;
		float pattern = sin(p.x * 10.0 + iTime * ${speed}) * cos(p.y * 10.0 - iTime * ${speed} * 0.7);
		pattern += sin(r * 8.0 - iTime * ${speed} * 1.5) * 0.5;
		pattern = sin(pattern * 3.14159 * 2.0);
		vec3 color = 0.5 + 0.5 * cos(vec3(${colorShiftA}, ${colorShiftB}, 4.0) + pattern * 2.0 + iTime * 0.3);
		color *= smoothstep(0.0, 0.02, abs(pattern));
		color = 1.0 - 0.3 r;`;
		}
		else {
		// Voronoi cells
		core = `
		// Animated Voronoi cells
		vec2 p = uv * ${zoom};
		float minDist = 1.0;
		float secondDist = 1.0;
		vec2 minPoint = vec2(0.0);
		for (int y = -1; y <= 1; y++) {
		for (int x = -1; x <= 1; x++) {
		vec2 cell = floor(p) + vec2(float(x), float(y));
		vec2 point = cell + hash2(cell);
		point += 0.5 * sin(iTime * ${speed} + 6.28 * hash2(cell));
		float d = length(p - point);
		if (d < minDist) {
		secondDist = minDist;
		minDist = d;
		minPoint = point;
		} else if (d < secondDist) {
		secondDist = d;
		}
		}
		}
		float edge = secondDist - minDist;
		vec3 color = 0.5 + 0.5 * cos(vec3(${colorShiftA}, ${colorShiftB}, 4.0) + minPoint.x * 3.0 + minPoint.y * 2.0);
		color *= smoothstep(0.0, 0.05, edge);
		color += 0.1 * (1.0 - minDist);`;
		}
		return `// Generated by K:BOT Creative Tools
		// Description: ${description}
		// Shadertoy-compatible GLSL fragment shader
		// Paste into https://www.shadertoy.com/new

		// --- Utility functions ---

		vec2 hash2(vec2 p) {
		p = vec2(dot(p, vec2(127.1, 311.7)),
		dot(p, vec2(269.5, 183.3)));
		return fract(sin(p) * 43758.5453);
		}

		float hash(vec2 p) {
		return fract(sin(dot(p, vec2(127.1, 311.7))) * 43758.5453);
		}

		float noise(vec2 p) {
		vec2 i = floor(p);
		vec2 f = fract(p);
		f = f * f * (3.0 - 2.0 * f);
		float a = hash(i);
		float b = hash(i + vec2(1.0, 0.0));
		float c = hash(i + vec2(0.0, 1.0));
		float d = hash(i + vec2(1.0, 1.0));
		return mix(mix(a, b, f.x), mix(c, d, f.x), f.y);
		}

		float fbm(vec2 p) {
		float v = 0.0;
		float a = 0.5;
		mat2 rot = mat2(cos(0.5), sin(0.5), -sin(0.5), cos(0.5));
		for (int i = 0; i < ${octaves}; i++) {
		v += a * noise(p);
		p = rot * p * 2.0;
		a *= 0.5;
		}
		return v;
		}

		// SDF primitives (used by technique 1)
		float sdSphere(vec3 p, float r) { return length(p) - r; }
		float sdBox(vec3 p, vec3 b) { vec3 d = abs(p) - b; return min(max(d.x, max(d.y, d.z)), 0.0) + length(max(d, 0.0)); }

		float sceneSDF(vec3 p, float t) {
		float d = sdSphere(p, 1.0 + 0.2 * sin(t * 2.0));
		p.xz = mat2(cos(t 0.3), sin(t * 0.3), -sin(t * 0.3), cos(t * 0.3));
		d = min(d, sdBox(p - vec3(0.0, sin(t), 0.0), vec3(0.5 + 0.2 * sin(t * 1.3))));
		// Repetition
		vec3 rp = mod(p + 2.0, 4.0) - 2.0;
		d = min(d, sdSphere(rp, 0.3));
		return d;
		}

		vec3 calcNormal(vec3 p, float t) {
		vec2 e = vec2(0.001, 0.0);
		return normalize(vec3(
		sceneSDF(p + e.xyy, t) - sceneSDF(p - e.xyy, t),
		sceneSDF(p + e.yxy, t) - sceneSDF(p - e.yxy, t),
		sceneSDF(p + e.yyx, t) - sceneSDF(p - e.yyx, t)
		));
		}

		// --- Main ---

		void mainImage(out vec4 fragColor, in vec2 fragCoord) {
		vec2 uv = (fragCoord - 0.5 * iResolution.xy) / iResolution.y;
		${core}

		// Vignette
		float vig = 1.0 - 0.4 * dot(uv, uv);
		color *= vig;

		// Gamma correction
		color = pow(color, vec3(0.4545));

		fragColor = vec4(color, 1.0);
		}
		`;
		}
		// ─── Music Pattern Generator ────────────────────────────────────────
		function generateMusicPattern(description, genre, format) {
		const seed = hashSeed(description + genre);
		// Scale definitions
		const scales = {
		major: [0, 2, 4, 5, 7, 9, 11],
		minor: [0, 2, 3, 5, 7, 8, 10],
		pentatonic: [0, 2, 4, 7, 9],
		blues: [0, 3, 5, 6, 7, 10],
		dorian: [0, 2, 3, 5, 7, 9, 10],
		mixolydian: [0, 2, 4, 5, 7, 9, 10],
		};
		// Genre → scale + tempo mapping
		const genreConfig = {
		ambient: { scale: 'pentatonic', tempoMin: 60, tempoMax: 80, noteNames: [':C4', ':E4', ':G4', ':A4', ':C5', ':E5'] },
		electronic: { scale: 'minor', tempoMin: 120, tempoMax: 140, noteNames: [':C3', ':Eb3', ':G3', ':Bb3', ':C4', ':Eb4', ':G4'] },
		jazz: { scale: 'dorian', tempoMin: 90, tempoMax: 130, noteNames: [':C3', ':D3', ':Eb3', ':G3', ':A3', ':C4', ':D4'] },
		classical: { scale: 'major', tempoMin: 80, tempoMax: 120, noteNames: [':C4', ':D4', ':E4', ':F4', ':G4', ':A4', ':B4', ':C5'] },
		hiphop: { scale: 'blues', tempoMin: 80, tempoMax: 100, noteNames: [':C2', ':Eb2', ':F2', ':Gb2', ':G2', ':Bb2', ':C3'] },
		default: { scale: 'major', tempoMin: 100, tempoMax: 130, noteNames: [':C4', ':D4', ':E4', ':F4', ':G4', ':A4', ':B4'] },
		};
		const config = genreConfig[genre.toLowerCase()] \|\| genreConfig.default;
		const tempo = config.tempoMin + Math.floor(seededRandom(seed, 0) * (config.tempoMax - config.tempoMin));
		const scaleNotes = scales[config.scale] \|\| scales.major;
		const noteCount = 8 + Math.floor(seededRandom(seed, 1) * 16);
		const baseOctave = 60; // MIDI middle C
		if (format === 'sonic-pi') {
		// Generate Sonic Pi code
		const notes = Array.from({ length: noteCount }, (_, i) => {
		return pick(config.noteNames, seed, i + 10);
		});
		const durations = Array.from({ length: noteCount }, (_, i) => {
		return pick([0.25, 0.5, 0.5, 1, 1, 2], seed, i + 100);
		});
		const synthChoices = ['prophet', 'saw', 'tb303', 'blade', 'pluck', 'piano'];
		const fxChoices = ['reverb', 'echo', 'flanger'];
		const synth = pick(synthChoices, seed, 200);
		const fx = pick(fxChoices, seed, 201);
		let code = `# Generated by K:BOT Creative Tools
		# Description: ${description}
		# Genre: ${genre}
		# Tempo: ${tempo} BPM

		use_bpm ${tempo}
		use_synth :${synth}

		`;
		// Melody line
		code += `# Melody\nlive_loop :melody do\n with_fx :${fx}, mix: 0.4 do\n`;
		for (let i = 0; i < notes.length; i++) {
		const amp = (0.4 + seededRandom(seed, i + 300) * 0.5).toFixed(2);
		code += ` play ${notes[i]}, amp: ${amp}, release: ${durations[i]}\n`;
		code += ` sleep ${durations[i]}\n`;
		}
		code += ` end\nend\n\n`;
		// Bass line
		const bassNotes = Array.from({ length: 4 }, (_, i) => {
		return pick([':C2', ':F2', ':G2', ':Bb2'], seed, i + 400);
		});
		code += `# Bass\nlive_loop :bass do\n use_synth :fm\n`;
		for (const note of bassNotes) {
		code += ` play ${note}, amp: 0.6, release: 0.8\n sleep 1\n`;
		}
		code += `end\n\n`;
		// Drum pattern
		code += `# Drums\nlive_loop :drums do\n sample :bd_haus, amp: 0.8\n sleep 0.5\n`;
		code += ` sample :sn_dub, amp: 0.5 if one_in(2)\n sleep 0.25\n`;
		code += ` sample :drum_cymbal_closed, amp: 0.3\n sleep 0.25\n`;
		code += `end\n`;
		return code;
		}
		// JSON format — MIDI-like pattern
		const pattern = {
		meta: { description, genre, tempo, scale: config.scale, seed },
		tracks: [],
		};
		// Note names for MIDI
		const noteNameFromMidi = (midi) => {
		const names = ['C', 'C#', 'D', 'D#', 'E', 'F', 'F#', 'G', 'G#', 'A', 'A#', 'B'];
		return `${names[midi % 12]}${Math.floor(midi / 12) - 1}`;
		};
		// Melody track
		const melodyNotes = [];
		let currentTime = 0;
		for (let i = 0; i < noteCount; i++) {
		const scaleIdx = Math.floor(seededRandom(seed, i + 10) * scaleNotes.length);
		const octaveShift = Math.floor(seededRandom(seed, i + 50) * 2) * 12;
		const pitch = baseOctave + scaleNotes[scaleIdx] + octaveShift;
		const velocity = 60 + Math.floor(seededRandom(seed, i + 70) * 60);
		const duration = pick([0.25, 0.5, 0.5, 1, 1, 1.5, 2], seed, i + 90);
		melodyNotes.push({ pitch, velocity, start: parseFloat(currentTime.toFixed(3)), duration, name: noteNameFromMidi(pitch) });
		currentTime += duration;
		}
		pattern.tracks.push({ name: 'melody', instrument: 'piano', notes: melodyNotes });
		// Bass track
		const bassTrackNotes = [];
		currentTime = 0;
		for (let i = 0; i < Math.floor(noteCount / 2); i++) {
		const scaleIdx = Math.floor(seededRandom(seed, i + 500) * scaleNotes.length);
		const pitch = 36 + scaleNotes[scaleIdx]; // bass octave
		const duration = pick([1, 1, 2, 2, 4], seed, i + 520);
		bassTrackNotes.push({ pitch, velocity: 80, start: parseFloat(currentTime.toFixed(3)), duration, name: noteNameFromMidi(pitch) });
		currentTime += duration;
		}
		pattern.tracks.push({ name: 'bass', instrument: 'bass', notes: bassTrackNotes });
		// Drum track
		const drumNotes = [];
		const totalBeats = Math.ceil(currentTime);
		for (let beat = 0; beat < totalBeats; beat++) {
		// Kick on 1 and 3
		if (beat % 2 === 0)
		drumNotes.push({ pitch: 36, velocity: 100, start: beat, duration: 0.25, name: 'kick' });
		// Snare on 2 and 4
		if (beat % 2 === 1)
		drumNotes.push({ pitch: 38, velocity: 90, start: beat, duration: 0.25, name: 'snare' });
		// Hi-hat on every beat
		drumNotes.push({ pitch: 42, velocity: 60, start: beat, duration: 0.125, name: 'hihat' });
		// Extra hi-hat on off-beats sometimes
		if (seededRandom(seed, beat + 600) > 0.4) {
		drumNotes.push({ pitch: 42, velocity: 40, start: beat + 0.5, duration: 0.125, name: 'hihat' });
		}
		}
		pattern.tracks.push({ name: 'drums', instrument: 'drums', notes: drumNotes });
		return JSON.stringify(pattern, null, 2);
		}
		// ─── SVG Art Generator ──────────────────────────────────────────────
		function generateSVG(description, width, height) {
		const seed = hashSeed(description);
		const palette = Array.from({ length: 6 }, (_, i) => seedColor(seed, i * 3));
		const bgColor = seedColor(seed, 100);
		const technique = Math.floor(seededRandom(seed, 0) * 5);
		let elements = '';
		if (technique === 0) {
		// Concentric circles with rotation
		const numCircles = 8 + Math.floor(seededRandom(seed, 10) * 12);
		const cx = width / 2;
		const cy = height / 2;
		for (let i = 0; i < numCircles; i++) {
		const r = ((i + 1) / numCircles) * Math.min(width, height) * 0.45;
		const strokeW = 1 + seededRandom(seed, i + 20) * 4;
		const dashLen = 5 + Math.floor(seededRandom(seed, i + 30) * 20);
		const dashGap = 3 + Math.floor(seededRandom(seed, i + 40) * 15);
		const color = palette[i % palette.length];
		const rotation = Math.floor(seededRandom(seed, i + 50) * 360);
		elements += ` <circle cx="${cx}" cy="${cy}" r="${r.toFixed(1)}" fill="none" stroke="${color}" stroke-width="${strokeW.toFixed(1)}" stroke-dasharray="${dashLen} ${dashGap}" transform="rotate(${rotation} ${cx} ${cy})" opacity="0.8"/>\n`;
		}
		}
		else if (technique === 1) {
		// Voronoi-like polygons
		const numPoints = 10 + Math.floor(seededRandom(seed, 10) * 20);
		const points = Array.from({ length: numPoints }, (_, i) => ({
		x: seededRandom(seed, i * 2 + 100) * width,
		y: seededRandom(seed, i * 2 + 101) * height,
		}));
		// Draw Delaunay-ish triangulation as lines
		for (let i = 0; i < points.length; i++) {
		// Connect to 2-3 nearest other points
		const dists = points
		.map((p, j) => ({ j, d: Math.hypot(p.x - points[i].x, p.y - points[i].y) }))
		.filter((x) => x.j !== i)
		.sort((a, b) => a.d - b.d);
		const conns = 2 + Math.floor(seededRandom(seed, i + 200) * 2);
		for (let k = 0; k < Math.min(conns, dists.length); k++) {
		const target = points[dists[k].j];
		elements += ` <line x1="${points[i].x.toFixed(1)}" y1="${points[i].y.toFixed(1)}" x2="${target.x.toFixed(1)}" y2="${target.y.toFixed(1)}" stroke="${palette[k % palette.length]}" stroke-width="1" opacity="0.5"/>\n`;
		}
		// Draw a circle at each point
		const r = 3 + seededRandom(seed, i + 300) * 8;
		elements += ` <circle cx="${points[i].x.toFixed(1)}" cy="${points[i].y.toFixed(1)}" r="${r.toFixed(1)}" fill="${palette[i % palette.length]}" opacity="0.7"/>\n`;
		}
		}
		else if (technique === 2) {
		const rects = [];
		function subdivide(x, y, w, h, depth) {
		if (depth > 4 \|\| w < 30 \|\| h < 30) {
		rects.push({ x, y, w, h, depth });
		return;
		}
		if (seededRandom(seed, depth * 100 + rects.length) > 0.4) {
		// Split horizontally
		const split = 0.3 + seededRandom(seed, depth * 100 + rects.length + 1) * 0.4;
		subdivide(x, y, w * split, h, depth + 1);
		subdivide(x + w * split, y, w * (1 - split), h, depth + 1);
		}
		else {
		// Split vertically
		const split = 0.3 + seededRandom(seed, depth * 100 + rects.length + 2) * 0.4;
		subdivide(x, y, w, h * split, depth + 1);
		subdivide(x, y + h * split, w, h * (1 - split), depth + 1);
		}
		}
		subdivide(0, 0, width, height, 0);
		for (let i = 0; i < rects.length; i++) {
		const r = rects[i];
		const fill = seededRandom(seed, i + 400) > 0.6 ? palette[i % palette.length] : bgColor;
		elements += ` <rect x="${r.x.toFixed(1)}" y="${r.y.toFixed(1)}" width="${r.w.toFixed(1)}" height="${r.h.toFixed(1)}" fill="${fill}" stroke="#222" stroke-width="3"/>\n`;
		}
		}
		else if (technique === 3) {
		// Spirograph-like curves
		const numCurves = 3 + Math.floor(seededRandom(seed, 10) * 5);
		for (let c = 0; c < numCurves; c++) {
		const R = 100 + seededRandom(seed, c * 10 + 11) * 150;
		const r = 20 + seededRandom(seed, c * 10 + 12) * 80;
		const d = 30 + seededRandom(seed, c * 10 + 13) * 100;
		const steps = 500;
		let pathData = '';
		for (let i = 0; i <= steps; i++) {
		const t = (i / steps) * Math.PI * 20;
		const x = width / 2 + (R - r) * Math.cos(t) + d * Math.cos(((R - r) / r) * t);
		const y = height / 2 + (R - r) * Math.sin(t) - d * Math.sin(((R - r) / r) * t);
		pathData += i === 0 ? `M${x.toFixed(1)},${y.toFixed(1)}` : ` L${x.toFixed(1)},${y.toFixed(1)}`;
		}
		elements += ` <path d="${pathData}" fill="none" stroke="${palette[c % palette.length]}" stroke-width="0.8" opacity="0.7"/>\n`;
		}
		}
		else {
		// Layered wave lines
		const numWaves = 8 + Math.floor(seededRandom(seed, 10) * 12);
		for (let w = 0; w < numWaves; w++) {
		const yBase = (height / (numWaves + 1)) * (w + 1);
		const amp = 10 + seededRandom(seed, w + 20) * 50;
		const freq = 0.01 + seededRandom(seed, w + 30) * 0.03;
		const phase = seededRandom(seed, w + 40) * Math.PI * 2;
		let pathData = '';
		for (let x = 0; x <= width; x += 2) {
		const y = yBase + Math.sin(x * freq + phase) * amp + Math.sin(x * freq * 2.3 + phase * 0.7) * amp * 0.3;
		pathData += x === 0 ? `M${x},${y.toFixed(1)}` : ` L${x},${y.toFixed(1)}`;
		}
		elements += ` <path d="${pathData}" fill="none" stroke="${palette[w % palette.length]}" stroke-width="${(1 + seededRandom(seed, w + 50) * 3).toFixed(1)}" opacity="0.7" stroke-linecap="round"/>\n`;
		}
		}
		return `<?xml version="1.0" encoding="UTF-8"?>
		<!-- Generated by K:BOT Creative Tools -->
		<!-- Description: ${description} -->
		<!-- Seed: ${seed} -->
		<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 ${width} ${height}" width="${width}" height="${height}">
		<rect width="100%" height="100%" fill="${bgColor}"/>
		${elements}</svg>
		`;
		}
		// ─── Design Evolution ───────────────────────────────────────────────
		function evolveDesign(source, mutationIndex) {
		const lines = source.split('\n');
		const seed = hashSeed(source + String(mutationIndex));
		// Strategies for mutation
		const mutated = lines.map((line, lineIdx) => {
		let result = line;
		// Mutate numeric values with some probability
		result = result.replace(/(\d+\.?\d*)/g, (match, num) => {
		const val = parseFloat(num);
		if (isNaN(val) \|\| seededRandom(seed, lineIdx * 100 + mutationIndex) > 0.3)
		return match;
		const factor = 0.7 + seededRandom(seed, lineIdx * 100 + mutationIndex + 1) * 0.6; // 0.7 to 1.3
		const mutated = val * factor;
		// Preserve integer vs float
		return match.includes('.') ? mutated.toFixed(match.split('.')[1]?.length \|\| 2) : String(Math.round(mutated));
		});
		// Mutate hex colors
		result = result.replace(/#([0-9a-fA-F]{6})/g, (match, hex) => {
		if (seededRandom(seed, lineIdx * 200 + mutationIndex) > 0.4)
		return match;
		const r = parseInt(hex.substring(0, 2), 16);
		const g = parseInt(hex.substring(2, 4), 16);
		const b = parseInt(hex.substring(4, 6), 16);
		const shift = Math.floor((seededRandom(seed, lineIdx * 200 + mutationIndex + 1) - 0.5) * 60);
		const clamp = (v) => Math.max(0, Math.min(255, v + shift));
		return `#${clamp(r).toString(16).padStart(2, '0')}${clamp(g).toString(16).padStart(2, '0')}${clamp(b).toString(16).padStart(2, '0')}`;
		});
		// Mutate hsl colors
		result = result.replace(/hsl$(\d+),\s(\d+)%,\s(\d+)%$/g, (match, h, s, l) => {
		if (seededRandom(seed, lineIdx * 300 + mutationIndex) > 0.4)
		return match;
		const hShift = Math.floor((seededRandom(seed, lineIdx * 300 + mutationIndex + 1) - 0.5) * 60);
		const newH = (parseInt(h) + hShift + 360) % 360;
		const newS = Math.max(0, Math.min(100, parseInt(s) + Math.floor((seededRandom(seed, lineIdx * 300 + mutationIndex + 2) - 0.5) * 20)));
		const newL = Math.max(0, Math.min(100, parseInt(l) + Math.floor((seededRandom(seed, lineIdx * 300 + mutationIndex + 3) - 0.5) * 20)));
		return `hsl(${newH}, ${newS}%, ${newL}%)`;
		});
		return result;
		});
		// Occasionally duplicate or remove a line (structural mutation)
		const finalLines = [...mutated];
		if (seededRandom(seed, 999) > 0.7 && finalLines.length > 5) {
		// Duplicate a random line
		const idx = Math.floor(seededRandom(seed, 998) * finalLines.length);
		finalLines.splice(idx, 0, finalLines[idx]);
		}
		if (seededRandom(seed, 997) > 0.8 && finalLines.length > 10) {
		// Remove a random non-critical line
		const idx = 2 + Math.floor(seededRandom(seed, 996) * (finalLines.length - 4));
		finalLines.splice(idx, 1);
		}
		return finalLines.join('\n');
		}
		// ─── Tool Registration ──────────────────────────────────────────────
		export function registerCreativeTools() {
		registerTool({
		name: 'generate_art',
		description: 'Generate a self-contained p5.js sketch as an HTML file from a text description. Creates generative art that can be opened directly in a browser.',
		parameters: {
		description: { type: 'string', description: 'Text description of the desired artwork (e.g., "flowing ocean waves at sunset")', required: true },
		style: { type: 'string', description: 'Art style: "abstract", "geometric", "organic", "fractal", or "noise". Defaults to "abstract".' },
		output_path: { type: 'string', description: 'File path to write the HTML file', required: true },
		},
		tier: 'free',
		async execute(args) {
		const description = String(args.description);
		const style = String(args.style \|\| 'abstract');
		const validStyles = ['abstract', 'geometric', 'organic', 'fractal', 'noise'];
		if (!validStyles.includes(style)) {
		return `Error: Invalid style "${style}". Choose from: ${validStyles.join(', ')}`;
		}
		const outputPath = String(args.output_path);
		const html = generateP5Sketch(description, style);
		ensureDir(outputPath);
		writeFileSync(outputPath, html);
		return `Generated p5.js art (${style} style) at ${outputPath} (${html.length} bytes)\nOpen in a browser to view. Click the canvas to regenerate.`;
		},
		});
		registerTool({
		name: 'generate_shader',
		description: 'Generate a Shadertoy-compatible GLSL fragment shader from a text description. Creates animated procedural graphics using noise, raymarching, voronoi, or kaleidoscopic techniques.',
		parameters: {
		description: { type: 'string', description: 'Text description of the desired shader effect (e.g., "molten lava flowing through cracks")', required: true },
		output_path: { type: 'string', description: 'File path to write the .glsl file', required: true },
		},
		tier: 'free',
		async execute(args) {
		const description = String(args.description);
		const outputPath = String(args.output_path);
		const glsl = generateGLSL(description);
		ensureDir(outputPath);
		writeFileSync(outputPath, glsl);
		return `Generated GLSL shader at ${outputPath} (${glsl.length} bytes)\nPaste into https://www.shadertoy.com/new to preview.`;
		},
		});
		registerTool({
		name: 'generate_music_pattern',
		description: 'Generate a music pattern as Sonic Pi code or a MIDI-like JSON structure. Creates melodies, bass lines, and drum patterns based on genre and description.',
		parameters: {
		description: { type: 'string', description: 'Text description of the desired music (e.g., "upbeat jazz with walking bass")', required: true },
		genre: { type: 'string', description: 'Music genre: "ambient", "electronic", "jazz", "classical", "hiphop". Defaults to "classical".' },
		format: { type: 'string', description: 'Output format: "sonic-pi" or "json". Defaults to "sonic-pi".', required: true },
		output_path: { type: 'string', description: 'File path to write the output file', required: true },
		},
		tier: 'free',
		async execute(args) {
		const description = String(args.description);
		const genre = String(args.genre \|\| 'classical');
		const format = String(args.format \|\| 'sonic-pi');
		if (format !== 'sonic-pi' && format !== 'json') {
		return `Error: Invalid format "${format}". Choose "sonic-pi" or "json".`;
		}
		const outputPath = String(args.output_path);
		const content = generateMusicPattern(description, genre, format);
		ensureDir(outputPath);
		writeFileSync(outputPath, content);
		const ext = format === 'json' ? 'JSON' : 'Sonic Pi';
		return `Generated ${ext} music pattern at ${outputPath} (${content.length} bytes)\n${format === 'sonic-pi' ? 'Open in Sonic Pi (https://sonic-pi.net/) to play.' : 'Load the JSON into a DAW or MIDI player.'}`;
		},
		});
		registerTool({
		name: 'generate_svg',
		description: 'Generate algorithmic SVG art from a text description. Creates generative patterns including concentric circles, mesh networks, Mondrian grids, spirographs, or wave patterns.',
		parameters: {
		description: { type: 'string', description: 'Text description of the desired SVG artwork', required: true },
		width: { type: 'number', description: 'SVG width in pixels. Defaults to 800.' },
		height: { type: 'number', description: 'SVG height in pixels. Defaults to 800.' },
		output_path: { type: 'string', description: 'File path to write the .svg file', required: true },
		},
		tier: 'free',
		async execute(args) {
		const description = String(args.description);
		const width = typeof args.width === 'number' ? args.width : 800;
		const height = typeof args.height === 'number' ? args.height : 800;
		if (width < 10 \|\| width > 10000 \|\| height < 10 \|\| height > 10000) {
		return 'Error: Width and height must be between 10 and 10000.';
		}
		const outputPath = String(args.output_path);
		const svg = generateSVG(description, width, height);
		ensureDir(outputPath);
		writeFileSync(outputPath, svg);
		return `Generated SVG art at ${outputPath} (${svg.length} bytes, ${width}x${height})\nOpen in a browser or SVG editor to view.`;
		},
		});
		registerTool({
		name: 'evolve_design',
		description: 'Take an existing design file (HTML, SVG, GLSL, CSS, etc.) and generate N mutations by tweaking numeric values, colors, and structure. Outputs each variant as a separate file. Useful for exploring design spaces.',
		parameters: {
		source_path: { type: 'string', description: 'Path to the source design file to mutate', required: true },
		mutations: { type: 'number', description: 'Number of mutations to generate. Defaults to 5.', default: 5 },
		output_dir: { type: 'string', description: 'Directory to write mutated variants', required: true },
		},
		tier: 'free',
		async execute(args) {
		const sourcePath = String(args.source_path);
		if (!existsSync(sourcePath))
		return `Error: Source file not found: ${sourcePath}`;
		const source = readFileSync(sourcePath, 'utf-8');
		const mutations = typeof args.mutations === 'number' ? Math.max(1, Math.min(args.mutations, 50)) : 5;
		const outputDir = String(args.output_dir);
		mkdirSync(outputDir, { recursive: true });
		const ext = extname(sourcePath);
		const base = basename(sourcePath, ext);
		const results = [];
		for (let i = 0; i < mutations; i++) {
		const mutated = evolveDesign(source, i);
		const outPath = join(outputDir, `${base}_variant_${i + 1}${ext}`);
		writeFileSync(outPath, mutated);
		results.push(` ${outPath} (${mutated.length} bytes)`);
		}
		return `Evolved ${mutations} variants from ${sourcePath}:\n${results.join('\n')}\n\nEach variant has randomized tweaks to numeric values, colors, and occasionally structure.`;
		},
		});
		}
		//# sourceMappingURL=creative.js.map

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dist/tools/creative.js.map

+1

-1

dist/agent-protocol.js

		@@ -372,3 +372,3 @@ // K:BOT Agent Collaboration Protocol
		from: { type: 'string', description: 'Agent ID initiating the handoff', required: true },
		to: { type: 'string', description: 'Target agent ID to hand off to (e.g., coder, researcher, writer, analyst, guardian)', required: true },
		to: { type: 'string', description: 'Target agent ID to hand off to (e.g., coder, researcher, writer, analyst, guardian, creative, developer)', required: true },
		reason: { type: 'string', description: 'Why this handoff is needed', required: true },
		@@ -375,0 +375,0 @@ context: { type: 'string', description: 'What the receiving agent needs to know to continue the work', required: true },

+1

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dist/agent-protocol.js.map

		@@ -1,1 +0,1 @@
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+2

-2

dist/ide/acp-server.js

		@@ -14,4 +14,4 @@ // K:BOT ACP Server — Agent Client Protocol for JetBrains IDEs
		name: 'K:BOT',
		version: '2.10.1',
		description: 'Open-source terminal AI agent — 37 specialists, 153 tools, 19 providers, local-first',
		version: '2.11.0',
		description: 'Open-source terminal AI agent — 39 specialists, 158 tools, 19 providers, local-first',
		capabilities: ['chat', 'codeAction', 'diagnostics', 'tools'],
		@@ -18,0 +18,0 @@ };

+1

-1

dist/ide/bridge.d.ts.map

		@@ -1,1 +0,1 @@
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+2

-0

dist/ide/bridge.js

		@@ -157,2 +157,4 @@ // K:BOT IDE Bridge — Shared core for all IDE protocol adapters
		{ id: 'strategist', name: 'Strategist', description: 'Strategic planning specialist' },
		{ id: 'creative', name: 'Creative', description: 'Generative art, creative coding & procedural generation specialist' },
		{ id: 'developer', name: 'Developer', description: 'K:BOT self-development specialist — builds and improves kbot itself' },
		];
		@@ -159,0 +161,0 @@ }

+1

-1

dist/ide/bridge.js.map

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-0

dist/learned-router.js

		@@ -16,2 +16,4 @@ // K:BOT Learned Router — MasRouter-style Cascaded Routing
		import { existsSync, readFileSync, writeFileSync, mkdirSync } from 'node:fs';
		import { CREATIVE_KEYWORDS, CREATIVE_PATTERNS } from './agents/creative.js';
		import { DEVELOPER_KEYWORDS, DEVELOPER_PATTERNS } from './agents/developer.js';
		const ROUTER_DIR = join(homedir(), '.kbot', 'memory');
		@@ -95,2 +97,4 @@ const HISTORY_FILE = join(ROUTER_DIR, 'routing-history.json');
		],
		creative: CREATIVE_KEYWORDS,
		developer: DEVELOPER_KEYWORDS,
		};
		@@ -107,2 +111,4 @@ // ── Category patterns (broader than keywords) ──
		{ pattern: /\b(analyze\|strategy\|plan\|architecture\|review\|audit\|evaluate)\b/i, agent: 'analyst', confidence: 0.6 },
		...CREATIVE_PATTERNS,
		...DEVELOPER_PATTERNS,
		];
		@@ -109,0 +115,0 @@ /**

+1

-1

dist/learned-router.js.map

		@@ -1,1 +0,1 @@
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+1

-1

dist/matrix.d.ts.map

		@@ -1,1 +0,1 @@
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+22

-0

dist/matrix.js

		@@ -7,2 +7,4 @@ // K:BOT Agent Creation Matrix
		import { registerAgentVisuals } from './ui.js';
		import { CREATIVE_PRESET, CREATIVE_BUILTIN } from './agents/creative.js';
		import { DEVELOPER_PRESET, DEVELOPER_BUILTIN } from './agents/developer.js';
		const AGENT_ICONS = ['◆', '◈', '⟐', '◇', '▣', '✦', '◉', '❖', '▲', '⬡', '∑', '⊕', '☉', '◷', '✧', '◎', '⟳', '⊗', '⊘', '⊛'];
		@@ -121,2 +123,10 @@ const AGENT_COLORS = ['#6B5B95', '#5B8BA0', '#6B8E6B', '#B8875C', '#A0768C', '#C4956A', '#4682B4', '#DAA520', '#228B22', '#9370DB', '#DB7093', '#20B2AA', '#8B4513', '#CD853F'];
		},
		'creative': {
		name: CREATIVE_PRESET.name,
		prompt: CREATIVE_PRESET.prompt,
		},
		'developer': {
		name: DEVELOPER_PRESET.name,
		prompt: DEVELOPER_PRESET.prompt,
		},
		};
		@@ -330,2 +340,14 @@ export const MIMIC_PROFILES = {
		},
		creative: {
		name: CREATIVE_BUILTIN.name,
		icon: CREATIVE_BUILTIN.icon,
		color: CREATIVE_BUILTIN.color,
		prompt: CREATIVE_BUILTIN.prompt,
		},
		developer: {
		name: DEVELOPER_BUILTIN.name,
		icon: DEVELOPER_BUILTIN.icon,
		color: DEVELOPER_BUILTIN.color,
		prompt: DEVELOPER_BUILTIN.prompt,
		},
		};
		@@ -332,0 +354,0 @@ /** Register built-in agents so they're always available via --agent flag */

+1

-1

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+1

-1

dist/tools/index.d.ts.map

		@@ -1,1 +0,1 @@
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+3

-1

dist/tools/index.js

		@@ -137,3 +137,3 @@ // K:BOT Tool Registry v2
		// Parallel import all tool modules at once
		const [{ registerFileTools }, { registerBashTools }, { registerGitTools }, { registerSearchTools }, { registerFetchTools }, { registerGitHubTools }, { registerMatrixTools }, { registerParallelTools }, { registerMcpClientTools }, { registerTaskTools }, { registerNotebookTools }, { registerBackgroundTools }, { registerSandboxTools }, { registerBuildMatrixTools }, { registerSubagentTools }, { registerWorktreeTools }, { registerOpenClawTools }, { registerQualityTools }, { registerMemoryTools }, { registerBrowserTools }, { registerE2bTools }, { registerLspTools }, { registerMcpPluginTools }, { registerGraphMemoryTools }, { registerConfidenceTools }, { registerAgentProtocolTools }, { registerTemporalTools }, { registerReasoningTools }, { registerIntentionalityTools }, { registerTestRunnerTools },] = await Promise.all([
		const [{ registerFileTools }, { registerBashTools }, { registerGitTools }, { registerSearchTools }, { registerFetchTools }, { registerGitHubTools }, { registerMatrixTools }, { registerParallelTools }, { registerMcpClientTools }, { registerTaskTools }, { registerNotebookTools }, { registerBackgroundTools }, { registerSandboxTools }, { registerBuildMatrixTools }, { registerSubagentTools }, { registerWorktreeTools }, { registerOpenClawTools }, { registerQualityTools }, { registerMemoryTools }, { registerBrowserTools }, { registerE2bTools }, { registerLspTools }, { registerMcpPluginTools }, { registerGraphMemoryTools }, { registerConfidenceTools }, { registerAgentProtocolTools }, { registerTemporalTools }, { registerReasoningTools }, { registerIntentionalityTools }, { registerTestRunnerTools }, { registerCreativeTools },] = await Promise.all([
		import('./files.js'),
		@@ -169,2 +169,3 @@ import('./bash.js'),
		import('./test-runner.js'),
		import('./creative.js'),
		]);
		@@ -202,2 +203,3 @@ // Register all tools (synchronous, fast)
		registerTestRunnerTools();
		registerCreativeTools();
		// Computer use tools — opt-in only via --computer-use flag
		@@ -204,0 +206,0 @@ if (opts?.computerUse) {

+1

-1

dist/tools/index.js.map

		@@ -1,1 +0,1 @@
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+1

-1

dist/tools/subagent.js

		@@ -27,3 +27,3 @@ // K:BOT Subagent System — Spawn specialist agents as parallel workers
		prompt: { type: 'string', description: 'Task for the subagent to perform', required: true },
		agent: { type: 'string', description: 'Specialist agent to use: kernel, researcher, coder, writer, analyst, aesthete, guardian, curator, strategist (default: auto)' },
		agent: { type: 'string', description: 'Specialist agent to use: kernel, researcher, coder, writer, analyst, aesthete, guardian, curator, strategist, creative (default: auto)' },
		background: { type: 'boolean', description: 'Run in background (true) or wait for result (false, default)' },
		@@ -30,0 +30,0 @@ },

+1

-1

dist/tools/subagent.js.map

		@@ -1,1 +0,1 @@
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+1

-1

dist/ui.d.ts.map

		@@ -1,1 +0,1 @@
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+4

-2

dist/ui.js

		@@ -40,2 +40,4 @@ // K:BOT Terminal UI — Modern 2026 CLI design
		strategist: chalk.hex('#DAA520'),
		creative: chalk.hex('#E879F9'),
		developer: chalk.hex('#38BDF8'),
		local: DIM,
		@@ -54,3 +56,3 @@ };
		kernel: '●', researcher: '◆', coder: '▸', writer: '✎',
		analyst: '◇', local: '⚡',
		analyst: '◇', creative: '✧', developer: '⚙', local: '⚡',
		};
		@@ -257,3 +259,3 @@ return icons[agentId] \|\| '●';
		'',
		` ${DIM('37 specialist agents. 153 tools. Type anything to get started.')}`,
		` ${DIM('39 specialist agents. 158 tools. Type anything to get started.')}`,
		'',
		@@ -260,0 +262,0 @@ ];

+1

-1

dist/ui.js.map

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+2

-2

package.json

		{
		"name": "@kernel.chat/kbot",
		"version": "2.10.1",
		"description": "K:BOT — Open-source terminal AI agent. 37 specialists, 153 tools, 19 providers, local-first.",
		"version": "2.11.0",
		"description": "K:BOT — Open-source terminal AI agent. 39 specialists, 158 tools, 19 providers, local-first.",
		"type": "module",
		@@ -6,0 +6,0 @@ "repository": {

+1

-1

README.md

		<p align="center">
		<strong>K:BOT</strong><br>
		Open-source terminal AI agent. 37 specialists, 153 tools, 19 providers, local-first.
		Open-source terminal AI agent. 39 specialists, 158 tools, 19 providers, local-first.
		</p>
		@@ -5,0 +5,0 @@

dist/cli.js

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dist/cli.js.map

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@kernel.chat/kbot - npm Package Compare versions

New alerts

Fixed alerts

Improved metrics

Worsened metrics