Implement consistency architecture (10-principle framework)
Adds: - ARCHITECTURE.md: Full documentation of 3-layer system - Context Pipeline: Preprocessing layer (pipeline.js) - Workflow Router: 4 fixed workflows (coding, debug, deploy, audit) - Validation Layer: Post-response quality gate (validator.js) - Format Templates: Structured output templates - TOOLS.md: Beavault connection documentation Architecture: - Layer 1: Behavior rules (always injected) - Layer 2: Persistent facts (structured memory) - Layer 3: Ephemeral context - Priority enforcement: Rules > Prefs > Task > Chat - Memory write policy: Only confirmed fixes, repeated preferences
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#!/usr/bin/env node
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/**
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* Context Pipeline - Preprocessing Layer
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*
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* Every request flows through:
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* 1. Load Rules → 2. Load Preferences → 3. Load Memory → 4. Build Packet
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*/
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const fs = require('fs');
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const path = require('path');
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class ContextPipeline {
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constructor() {
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this.rules = [];
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this.preferences = [];
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this.memory = [];
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this.context = {};
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}
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/**
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* Step 1: Load Behavior Rules (always injected)
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*/
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async loadRules() {
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const ruleFiles = [
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'SOUL.md',
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'AGENTS.md',
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'IDENTITY.md',
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'MEMORY.md'
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];
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for (const file of ruleFiles) {
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const content = await this.readFile(file);
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if (content) {
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this.rules.push({
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source: file,
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content: content,
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priority: 100 // Absolute priority
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});
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}
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}
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// Load active workflow rules if specified
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const workflow = process.env.ACTIVE_WORKFLOW;
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if (workflow) {
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const workflowRules = await this.readFile(`workflows/${workflow}.md`);
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if (workflowRules) {
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this.rules.push({
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source: `workflows/${workflow}.md`,
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content: workflowRules,
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priority: 95
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});
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}
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}
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return this;
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}
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/**
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* Step 2: Load Persistent Preferences (from structured memory)
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*/
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async loadPreferences() {
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const prefFiles = [
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'memory/items/mem_pref:communication_style.json',
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'memory/items/mem_pref:format.json',
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'memory/items/mem_pref:memory_persistence.json',
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'memory/items/mem_identity:name.json',
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'memory/items/mem_identity:role.json'
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];
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for (const file of prefFiles) {
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const data = await this.readJson(file);
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if (data) {
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this.preferences.push({
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source: file,
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content: data.content,
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priority: data.importance || 7,
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tags: data.tags || []
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});
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}
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}
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return this;
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}
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/**
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* Step 3: Load Relevant Memory
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*/
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async loadRelevantMemory(query, maxResults = 5) {
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// For now, load recent episodic memories
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// Future: implement vector search
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const memoryFiles = [
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'memory/2026-07-04.md',
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'memory/2026-07-03.md'
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];
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for (const file of memoryFiles) {
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const content = await this.readFile(file);
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if (content) {
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this.memory.push({
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source: file,
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content: content.substring(0, 2000), // Truncate
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priority: 5
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});
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}
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}
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// Load project memory if PROJECT context set
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const project = process.env.CURRENT_PROJECT;
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if (project) {
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const projectStatus = await this.readFile(`Projects/${project}/memory/STATUS.md`);
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if (projectStatus) {
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this.memory.push({
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source: `Projects/${project}/memory/STATUS.md`,
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content: projectStatus,
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priority: 8
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});
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}
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}
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return this;
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}
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/**
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* Step 4: Build Context Packet
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*/
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buildPacket(taskInput) {
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// Sort by priority (highest first)
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const allContext = [
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...this.rules,
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...this.preferences.sort((a, b) => b.priority - a.priority),
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...this.memory
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];
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const packet = {
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system: allContext.filter(c => c.priority >= 90).map(c => c.content).join('\n\n---\n\n'),
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preferences: allContext.filter(c => c.priority >= 5 && c.priority < 90).map(c => c.content).join('\n\n'),
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memory: allContext.filter(c => c.priority < 5).map(c => c.content).join('\n\n'),
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task: taskInput,
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metadata: {
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rules_count: this.rules.length,
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prefs_count: this.preferences.length,
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memory_count: this.memory.length
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}
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};
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return packet;
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}
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/**
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* Utility: Read file from workspace
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*/
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async readFile(filepath) {
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const fullPath = path.join('/home/jcbeasley/.openclaw/workspace', filepath);
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try {
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return fs.readFileSync(fullPath, 'utf8');
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} catch (err) {
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return null;
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}
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}
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/**
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* Utility: Read JSON file
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*/
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async readJson(filepath) {
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const fullPath = path.join('/home/jcbeasley/.openclaw/workspace', filepath);
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try {
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const content = fs.readFileSync(fullPath, 'utf8');
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return JSON.parse(content);
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} catch (err) {
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return null;
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}
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}
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}
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// Export for use
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module.exports = ContextPipeline;
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// CLI usage
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if (require.main === module) {
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const pipeline = new ContextPipeline();
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pipeline
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.loadRules()
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.then(() => pipeline.loadPreferences())
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.then(() => pipeline.loadRelevantMemory(process.argv[2] || ''))
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.then(() => {
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const packet = pipeline.buildPacket(process.argv[2] || 'No task specified');
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console.log(JSON.stringify(packet, null, 2));
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})
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.catch(err => {
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console.error('Pipeline error:', err);
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process.exit(1);
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});
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}
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