Add 14 core scripts: models, routing, RAG, 30K orchestration

- Model interceptor and registry for LLM management
- Color router for brand-aware request routing
- 30K agent orchestrator and memory bridge
- RAG pipeline for retrieval-augmented generation
- Metrics API for telemetry collection
- Code sandbox for safe execution
- Pattern interceptor for request analysis
- Equations engine for mathematical operations
- Batch processor for bulk operations
- NL shell for natural language commands
- Vision LLM for multimodal inference

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
Alexa Amundson
2026-02-20 20:51:20 -06:00
parent 38a2c87c08
commit 4707041059
14 changed files with 4421 additions and 0 deletions

393
scripts/30k-orchestrator.sh Normal file
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#!/bin/bash
# ============================================================================
# BLACKROAD OS, INC. - PROPRIETARY AND CONFIDENTIAL
# Copyright (c) 2024-2026 BlackRoad OS, Inc. All Rights Reserved.
#
# This code is the intellectual property of BlackRoad OS, Inc.
# AI-assisted development does not transfer ownership to AI providers.
# Unauthorized use, copying, or distribution is prohibited.
# NOT licensed for AI training or data extraction.
# ============================================================================
# BlackRoad 30K Agent Orchestrator
# Manages 30,000 AI agents across 4 hierarchy levels
# Level 1: 1 Operator (ALEXA)
# Level 2: 15 Division Commanders
# Level 3: 200 Service Managers
# Level 4: 29,784 Task Workers
set -e
# Colors
PINK='\033[38;5;205m'
AMBER='\033[38;5;214m'
BLUE='\033[38;5;69m'
VIOLET='\033[38;5;135m'
GREEN='\033[38;5;82m'
RED='\033[38;5;196m'
WHITE='\033[1;37m'
RESET='\033[0m'
# Database
ORCHESTRATOR_DB="${HOME}/.blackroad-30k-orchestrator.db"
REGISTRY_DB="${HOME}/.blackroad-agent-registry.db"
# Hierarchy Constants
LEVEL_1_COUNT=1 # Operator
LEVEL_2_COUNT=15 # Division Commanders
LEVEL_3_COUNT=200 # Service Managers
LEVEL_4_COUNT=29784 # Task Workers
TOTAL_AGENTS=30000
# Division Names (Level 2)
DIVISIONS=(
"OS" # BlackRoad-OS
"AI" # BlackRoad-AI
"Cloud" # BlackRoad-Cloud
"Security" # BlackRoad-Security
"Media" # BlackRoad-Media
"Foundation" # BlackRoad-Foundation
"Interactive" # BlackRoad-Interactive
"Labs" # BlackRoad-Labs
"Hardware" # BlackRoad-Hardware
"Studio" # BlackRoad-Studio
"Ventures" # BlackRoad-Ventures
"Education" # BlackRoad-Education
"Gov" # BlackRoad-Gov
"Archive" # BlackRoad-Archive
"Blackbox" # Blackbox-Enterprises
)
banner() {
echo -e "${PINK}╔══════════════════════════════════════════════════════════════════╗${RESET}"
echo -e "${PINK}${RESET} ${WHITE}🖤🛣️ BLACKROAD 30K AGENT ORCHESTRATOR${RESET} ${PINK}${RESET}"
echo -e "${PINK}${RESET} ${VIOLET}Level 1: 1 Operator | Level 2: 15 Divisions${RESET} ${PINK}${RESET}"
echo -e "${PINK}${RESET} ${BLUE}Level 3: 200 Managers | Level 4: 29,784 Workers${RESET} ${PINK}${RESET}"
echo -e "${PINK}╚══════════════════════════════════════════════════════════════════╝${RESET}"
}
# Initialize orchestrator database
init_db() {
sqlite3 "$ORCHESTRATOR_DB" <<'EOF'
-- Agent Hierarchy
CREATE TABLE IF NOT EXISTS agent_hierarchy (
id INTEGER PRIMARY KEY AUTOINCREMENT,
agent_id TEXT UNIQUE NOT NULL,
agent_name TEXT NOT NULL,
level INTEGER NOT NULL, -- 1=Operator, 2=Division, 3=Manager, 4=Worker
division TEXT, -- Which division (for L2+)
parent_id TEXT, -- Parent agent
status TEXT DEFAULT 'active',
current_task TEXT,
tasks_completed INTEGER DEFAULT 0,
last_heartbeat DATETIME,
created_at DATETIME DEFAULT CURRENT_TIMESTAMP
);
-- Task Queue
CREATE TABLE IF NOT EXISTS task_queue (
id INTEGER PRIMARY KEY AUTOINCREMENT,
task_id TEXT UNIQUE NOT NULL,
title TEXT NOT NULL,
description TEXT,
priority TEXT DEFAULT 'medium', -- urgent, high, medium, low
target_level INTEGER, -- Which level should handle
target_division TEXT, -- Optional: specific division
assigned_agent TEXT,
status TEXT DEFAULT 'pending', -- pending, assigned, in_progress, completed, failed
created_at DATETIME DEFAULT CURRENT_TIMESTAMP,
assigned_at DATETIME,
completed_at DATETIME,
result TEXT
);
-- Service Registry
CREATE TABLE IF NOT EXISTS services (
id INTEGER PRIMARY KEY AUTOINCREMENT,
service_id TEXT UNIQUE NOT NULL,
service_name TEXT NOT NULL,
division TEXT,
endpoint TEXT,
port INTEGER,
health_check TEXT,
status TEXT DEFAULT 'unknown',
last_check DATETIME,
owner_agent TEXT
);
-- Health Metrics
CREATE TABLE IF NOT EXISTS health_metrics (
id INTEGER PRIMARY KEY AUTOINCREMENT,
agent_id TEXT NOT NULL,
metric_type TEXT NOT NULL, -- cpu, memory, tasks, latency
value REAL,
recorded_at DATETIME DEFAULT CURRENT_TIMESTAMP
);
-- Create indexes
CREATE INDEX IF NOT EXISTS idx_hierarchy_level ON agent_hierarchy(level);
CREATE INDEX IF NOT EXISTS idx_hierarchy_division ON agent_hierarchy(division);
CREATE INDEX IF NOT EXISTS idx_tasks_status ON task_queue(status);
CREATE INDEX IF NOT EXISTS idx_health_agent ON health_metrics(agent_id);
EOF
echo -e "${GREEN}✓ Orchestrator database initialized${RESET}"
}
# Bootstrap the hierarchy
bootstrap() {
banner
echo -e "\n${AMBER}Bootstrapping 30K Agent Hierarchy...${RESET}\n"
init_db
# Level 1: Operator (ALEXA)
echo -e "${WHITE}Level 1: Creating Operator...${RESET}"
sqlite3 "$ORCHESTRATOR_DB" "INSERT OR REPLACE INTO agent_hierarchy
(agent_id, agent_name, level, division, status, last_heartbeat)
VALUES ('operator-alexa', 'ALEXA', 1, 'ALL', 'active', datetime('now'));"
echo -e " ${GREEN}${RESET} operator-alexa (ALEXA)"
# Level 2: Division Commanders
echo -e "\n${WHITE}Level 2: Creating ${#DIVISIONS[@]} Division Commanders...${RESET}"
for div in "${DIVISIONS[@]}"; do
local div_lower=$(echo "$div" | tr '[:upper:]' '[:lower:]')
local agent_id="commander-${div_lower}"
sqlite3 "$ORCHESTRATOR_DB" "INSERT OR REPLACE INTO agent_hierarchy
(agent_id, agent_name, level, division, parent_id, status, last_heartbeat)
VALUES ('$agent_id', '${div} Commander', 2, '$div', 'operator-alexa', 'active', datetime('now'));"
echo -e " ${GREEN}${RESET} $agent_id"
done
# Level 3: Service Managers (200 total, ~13 per division)
echo -e "\n${WHITE}Level 3: Creating 200 Service Managers...${RESET}"
local manager_count=0
local managers_per_division=$((LEVEL_3_COUNT / LEVEL_2_COUNT))
for div in "${DIVISIONS[@]}"; do
local div_lower=$(echo "$div" | tr '[:upper:]' '[:lower:]')
for i in $(seq 1 $managers_per_division); do
local agent_id="manager-${div_lower}-$(printf '%03d' $i)"
sqlite3 "$ORCHESTRATOR_DB" "INSERT OR REPLACE INTO agent_hierarchy
(agent_id, agent_name, level, division, parent_id, status)
VALUES ('$agent_id', '${div} Manager $i', 3, '$div', 'commander-${div_lower}', 'standby');"
((manager_count++))
done
done
# Add remaining managers to OS division
local remaining=$((LEVEL_3_COUNT - manager_count))
for i in $(seq 1 $remaining); do
local agent_id="manager-os-extra-$(printf '%03d' $i)"
sqlite3 "$ORCHESTRATOR_DB" "INSERT OR REPLACE INTO agent_hierarchy
(agent_id, agent_name, level, division, parent_id, status)
VALUES ('$agent_id', 'OS Manager Extra $i', 3, 'OS', 'commander-os', 'standby');"
done
echo -e " ${GREEN}${RESET} 200 managers created"
# Level 4: Workers are created on-demand (virtual pool)
echo -e "\n${WHITE}Level 4: Worker Pool Configured...${RESET}"
echo -e " ${BLUE}${RESET} 29,784 workers available on-demand"
echo -e " ${BLUE}${RESET} Workers spawn when tasks are dispatched"
echo -e "\n${GREEN}✓ 30K Agent Hierarchy Bootstrapped!${RESET}"
stats
}
# Show hierarchy statistics
stats() {
echo -e "\n${VIOLET}═══ HIERARCHY STATISTICS ═══${RESET}"
local l1=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy WHERE level=1;")
local l2=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy WHERE level=2;")
local l3=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy WHERE level=3;")
local l4=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy WHERE level=4;")
local active=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy WHERE status='active';")
local tasks_pending=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM task_queue WHERE status='pending';")
local tasks_completed=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM task_queue WHERE status='completed';")
echo -e " ${WHITE}Level 1 (Operator):${RESET} $l1 / $LEVEL_1_COUNT"
echo -e " ${WHITE}Level 2 (Commanders):${RESET} $l2 / $LEVEL_2_COUNT"
echo -e " ${WHITE}Level 3 (Managers):${RESET} $l3 / $LEVEL_3_COUNT"
echo -e " ${WHITE}Level 4 (Workers):${RESET} $l4 / $LEVEL_4_COUNT (on-demand)"
echo -e " ${GREEN}Active Agents:${RESET} $active"
echo -e " ${AMBER}Pending Tasks:${RESET} $tasks_pending"
echo -e " ${GREEN}Completed Tasks:${RESET} $tasks_completed"
}
# Dispatch a task to the hierarchy
dispatch() {
local title="$1"
local description="$2"
local priority="${3:-medium}"
local target_division="${4:-}"
if [[ -z "$title" ]]; then
echo -e "${RED}Usage: $0 dispatch <title> [description] [priority] [division]${RESET}"
return 1
fi
local task_id="task-$(date +%s)-$(openssl rand -hex 4)"
local target_level=4 # Default to workers
# Urgent tasks go to commanders
[[ "$priority" == "urgent" ]] && target_level=2
[[ "$priority" == "high" ]] && target_level=3
sqlite3 "$ORCHESTRATOR_DB" "INSERT INTO task_queue
(task_id, title, description, priority, target_level, target_division, status)
VALUES ('$task_id', '$title', '$description', '$priority', $target_level, '$target_division', 'pending');"
echo -e "${GREEN}✓ Task dispatched: ${WHITE}$task_id${RESET}"
echo -e " Title: $title"
echo -e " Priority: $priority"
echo -e " Target Level: $target_level"
[[ -n "$target_division" ]] && echo -e " Division: $target_division"
# Trigger assignment
assign_task "$task_id"
}
# Assign pending tasks to agents
assign_task() {
local task_id="$1"
local task=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT target_level, target_division FROM task_queue WHERE task_id='$task_id' AND status='pending';")
if [[ -z "$task" ]]; then
echo -e "${AMBER}Task already assigned or not found${RESET}"
return
fi
local level=$(echo "$task" | cut -d'|' -f1)
local division=$(echo "$task" | cut -d'|' -f2)
# Find available agent
local query="SELECT agent_id FROM agent_hierarchy WHERE level=$level AND (status='active' OR status='standby')"
[[ -n "$division" ]] && query="$query AND division='$division'"
query="$query ORDER BY tasks_completed ASC LIMIT 1;"
local agent=$(sqlite3 "$ORCHESTRATOR_DB" "$query")
if [[ -n "$agent" ]]; then
sqlite3 "$ORCHESTRATOR_DB" "
UPDATE task_queue SET assigned_agent='$agent', status='assigned', assigned_at=datetime('now') WHERE task_id='$task_id';
UPDATE agent_hierarchy SET status='active', current_task='$task_id' WHERE agent_id='$agent';
"
echo -e "${GREEN}✓ Assigned to: ${WHITE}$agent${RESET}"
else
# Spawn a Level 4 worker
local worker_id="worker-$(openssl rand -hex 6)"
sqlite3 "$ORCHESTRATOR_DB" "
INSERT INTO agent_hierarchy (agent_id, agent_name, level, division, status, current_task)
VALUES ('$worker_id', 'Worker', 4, '$division', 'active', '$task_id');
UPDATE task_queue SET assigned_agent='$worker_id', status='assigned', assigned_at=datetime('now') WHERE task_id='$task_id';
"
echo -e "${GREEN}✓ Spawned worker: ${WHITE}$worker_id${RESET}"
fi
}
# Complete a task
complete_task() {
local task_id="$1"
local result="${2:-completed successfully}"
sqlite3 "$ORCHESTRATOR_DB" "
UPDATE task_queue SET status='completed', completed_at=datetime('now'), result='$result' WHERE task_id='$task_id';
UPDATE agent_hierarchy SET
status='active',
current_task=NULL,
tasks_completed=tasks_completed+1
WHERE current_task='$task_id';
"
echo -e "${GREEN}✓ Task completed: ${WHITE}$task_id${RESET}"
}
# List divisions
divisions() {
echo -e "\n${VIOLET}═══ 15 DIVISIONS ═══${RESET}"
for i in "${!DIVISIONS[@]}"; do
local div="${DIVISIONS[$i]}"
local count=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy WHERE division='$div';")
echo -e " ${WHITE}$((i+1)).${RESET} $div (${count} agents)"
done
}
# Health check all divisions
health() {
banner
echo -e "\n${VIOLET}═══ DIVISION HEALTH ═══${RESET}"
for div in "${DIVISIONS[@]}"; do
local active=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy WHERE division='$div' AND status='active';")
local total=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy WHERE division='$div';")
local tasks=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM task_queue WHERE target_division='$div' AND status='completed';")
if [[ $total -gt 0 ]]; then
local pct=$((active * 100 / total))
local color="$GREEN"
[[ $pct -lt 50 ]] && color="$AMBER"
[[ $pct -lt 25 ]] && color="$RED"
echo -e " ${WHITE}$div:${RESET} ${color}${active}/${total}${RESET} agents active, ${tasks} tasks done"
fi
done
}
# Dashboard view
dashboard() {
clear
banner
stats
echo
health
echo -e "\n${BLUE}Commands: bootstrap | dispatch | stats | health | divisions${RESET}"
}
# Register a service
register_service() {
local service_id="$1"
local service_name="$2"
local division="$3"
local endpoint="$4"
local port="${5:-443}"
sqlite3 "$ORCHESTRATOR_DB" "INSERT OR REPLACE INTO services
(service_id, service_name, division, endpoint, port, status, last_check)
VALUES ('$service_id', '$service_name', '$division', '$endpoint', $port, 'unknown', datetime('now'));"
echo -e "${GREEN}✓ Service registered: ${WHITE}$service_name${RESET}"
}
# List services
services() {
echo -e "\n${VIOLET}═══ SERVICE REGISTRY ═══${RESET}"
sqlite3 -column -header "$ORCHESTRATOR_DB" "SELECT service_name, division, endpoint, status FROM services ORDER BY division;"
}
# Help
show_help() {
banner
echo -e "\n${WHITE}Commands:${RESET}"
echo -e " ${GREEN}bootstrap${RESET} Initialize 30K agent hierarchy"
echo -e " ${GREEN}stats${RESET} Show hierarchy statistics"
echo -e " ${GREEN}dashboard${RESET} Full dashboard view"
echo -e " ${GREEN}divisions${RESET} List all 15 divisions"
echo -e " ${GREEN}health${RESET} Health check all divisions"
echo -e " ${GREEN}dispatch${RESET} <title> ... Dispatch a task"
echo -e " ${GREEN}complete${RESET} <task_id> Mark task complete"
echo -e " ${GREEN}register-service${RESET} ... Register a service"
echo -e " ${GREEN}services${RESET} List all services"
echo -e " ${GREEN}help${RESET} Show this help"
}
# Main
case "${1:-help}" in
init|bootstrap) bootstrap ;;
stats) stats ;;
dashboard|dash) dashboard ;;
divisions|divs) divisions ;;
health) health ;;
dispatch) dispatch "$2" "$3" "$4" "$5" ;;
complete) complete_task "$2" "$3" ;;
register-service) register_service "$2" "$3" "$4" "$5" "$6" ;;
services) services ;;
help|--help|-h) show_help ;;
*) show_help ;;
esac

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#!/bin/bash
# BlackRoad Batch Processor
# Queue and process large LLM jobs across the cluster
# Agent: Icarus (b3e01bd9)
PINK='\033[38;5;205m'
GREEN='\033[0;32m'
BLUE='\033[0;34m'
YELLOW='\033[1;33m'
RESET='\033[0m'
QUEUE_DIR="$HOME/.blackroad/batch-queue"
RESULTS_DIR="$HOME/.blackroad/batch-results"
LLM_NODES=("lucidia" "cecilia" "octavia")
# Initialize
init() {
mkdir -p "$QUEUE_DIR" "$RESULTS_DIR"
echo -e "${GREEN}Batch processor initialized${RESET}"
echo " Queue: $QUEUE_DIR"
echo " Results: $RESULTS_DIR"
}
# Add job to queue
add_job() {
local prompt="$1"
local model="${2:-llama3.2:1b}"
local job_id=$(date +%s%N | md5sum | head -c 8)
cat > "$QUEUE_DIR/$job_id.json" << EOF
{
"id": "$job_id",
"prompt": "$prompt",
"model": "$model",
"status": "pending",
"created": "$(date -Iseconds)"
}
EOF
echo "$job_id"
}
# Add jobs from file (one prompt per line)
add_from_file() {
local file="$1"
local model="${2:-llama3.2:1b}"
local count=0
while IFS= read -r prompt; do
[[ -z "$prompt" ]] && continue
local job_id=$(add_job "$prompt" "$model")
echo " Added: $job_id"
((count++))
done < "$file"
echo -e "${GREEN}Added $count jobs to queue${RESET}"
}
# Process single job
process_job() {
local job_file="$1"
local node="$2"
local job_id=$(jq -r '.id' "$job_file")
local prompt=$(jq -r '.prompt' "$job_file")
local model=$(jq -r '.model' "$job_file")
# Update status
jq '.status = "processing" | .node = "'$node'" | .started = "'$(date -Iseconds)'"' "$job_file" > "$job_file.tmp" && mv "$job_file.tmp" "$job_file"
# Run query
local response=$(ssh -o ConnectTimeout=30 "$node" \
"curl -s http://localhost:11434/api/generate -d '{\"model\":\"$model\",\"prompt\":\"$prompt\",\"stream\":false}'" 2>/dev/null)
local answer=$(echo "$response" | jq -r '.response // "ERROR"')
local tokens=$(echo "$response" | jq -r '.eval_count // 0')
# Save result
cat > "$RESULTS_DIR/$job_id.json" << EOF
{
"id": "$job_id",
"prompt": "$prompt",
"response": $(echo "$answer" | jq -Rs .),
"model": "$model",
"node": "$node",
"tokens": $tokens,
"completed": "$(date -Iseconds)"
}
EOF
# Remove from queue
rm -f "$job_file"
echo "$job_id"
}
# Process all jobs in queue
process_all() {
local max_parallel="${1:-3}"
echo -e "${PINK}=== PROCESSING BATCH QUEUE ===${RESET}"
echo
local pending=$(ls -1 "$QUEUE_DIR"/*.json 2>/dev/null | wc -l)
echo "Pending jobs: $pending"
echo "Max parallel: $max_parallel"
echo "Nodes: ${LLM_NODES[*]}"
echo
if [ "$pending" -eq 0 ]; then
echo "No jobs to process"
return
fi
local processed=0
local running=0
local pids=()
local node_idx=0
for job_file in "$QUEUE_DIR"/*.json; do
[ -f "$job_file" ] || continue
# Wait if at max parallel
while [ $running -ge $max_parallel ]; do
wait -n
((running--))
done
# Pick node round-robin
local node="${LLM_NODES[$node_idx]}"
node_idx=$(( (node_idx + 1) % ${#LLM_NODES[@]} ))
# Process in background
(
local job_id=$(process_job "$job_file" "$node")
echo -e " ${GREEN}${RESET} $job_id ($node)"
) &
((running++))
((processed++))
done
# Wait for remaining
wait
echo
echo -e "${GREEN}Processed $processed jobs${RESET}"
}
# Show queue status
status() {
echo -e "${PINK}=== BATCH QUEUE STATUS ===${RESET}"
echo
local pending=$(ls -1 "$QUEUE_DIR"/*.json 2>/dev/null | wc -l)
local completed=$(ls -1 "$RESULTS_DIR"/*.json 2>/dev/null | wc -l)
echo " Pending: $pending"
echo " Completed: $completed"
echo
if [ "$pending" -gt 0 ]; then
echo "Pending jobs:"
for f in "$QUEUE_DIR"/*.json; do
[ -f "$f" ] || continue
local id=$(jq -r '.id' "$f")
local prompt=$(jq -r '.prompt[:50]' "$f")
echo " $id: $prompt..."
done
fi
}
# Get results
results() {
local format="${1:-summary}"
case "$format" in
summary)
echo -e "${PINK}=== BATCH RESULTS ===${RESET}"
echo
for f in "$RESULTS_DIR"/*.json; do
[ -f "$f" ] || continue
local id=$(jq -r '.id' "$f")
local tokens=$(jq -r '.tokens' "$f")
local response=$(jq -r '.response[:60]' "$f")
echo " $id ($tokens tok): $response..."
done
;;
json)
for f in "$RESULTS_DIR"/*.json; do
[ -f "$f" ] || continue
cat "$f"
echo
done
;;
csv)
echo "id,tokens,response"
for f in "$RESULTS_DIR"/*.json; do
[ -f "$f" ] || continue
jq -r '[.id, .tokens, .response] | @csv' "$f"
done
;;
esac
}
# Clear queue and results
clear_all() {
rm -f "$QUEUE_DIR"/*.json "$RESULTS_DIR"/*.json 2>/dev/null
echo -e "${GREEN}Cleared queue and results${RESET}"
}
# Help
help() {
echo -e "${PINK}BlackRoad Batch Processor${RESET}"
echo
echo "Process large LLM jobs across the cluster"
echo
echo "Commands:"
echo " init Initialize directories"
echo " add <prompt> Add single job"
echo " add-file <file> Add jobs from file (one per line)"
echo " process [n] Process queue (n parallel, default 3)"
echo " status Show queue status"
echo " results [format] Show results (summary/json/csv)"
echo " clear Clear queue and results"
echo
echo "Examples:"
echo " $0 add 'Summarize quantum computing'"
echo " $0 add-file prompts.txt"
echo " $0 process 4"
echo " $0 results csv > output.csv"
}
# Ensure initialized
[ -d "$QUEUE_DIR" ] || init >/dev/null
case "${1:-help}" in
init)
init
;;
add)
shift
job_id=$(add_job "$@")
echo -e "${GREEN}Added job: $job_id${RESET}"
;;
add-file)
add_from_file "$2" "$3"
;;
process)
process_all "$2"
;;
status)
status
;;
results)
results "$2"
;;
clear)
clear_all
;;
*)
help
;;
esac

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#!/bin/bash
# BlackRoad Code Sandbox
# Safe code execution environment using Docker on the cluster
# Agent: Icarus (b3e01bd9)
PINK='\033[38;5;205m'
GREEN='\033[0;32m'
BLUE='\033[0;34m'
YELLOW='\033[1;33m'
RED='\033[0;31m'
RESET='\033[0m'
SANDBOX_DIR="$HOME/.blackroad/sandbox"
EXEC_NODE="aria" # Node with Docker for sandboxing
TIMEOUT=30 # Max execution time in seconds
MAX_MEMORY="256m" # Memory limit
# Language configurations
declare -A LANG_IMAGES=(
["python"]="python:3.11-slim"
["node"]="node:20-slim"
["bash"]="alpine:latest"
["ruby"]="ruby:3.2-slim"
["go"]="golang:1.21-alpine"
)
declare -A LANG_COMMANDS=(
["python"]="python"
["node"]="node"
["bash"]="sh"
["ruby"]="ruby"
["go"]="go run"
)
declare -A LANG_EXTENSIONS=(
["python"]=".py"
["node"]=".js"
["bash"]=".sh"
["ruby"]=".rb"
["go"]=".go"
)
# Initialize
init() {
mkdir -p "$SANDBOX_DIR"
echo -e "${GREEN}Code sandbox initialized${RESET}"
echo " Sandbox dir: $SANDBOX_DIR"
echo " Exec node: $EXEC_NODE"
echo " Timeout: ${TIMEOUT}s"
echo " Memory limit: $MAX_MEMORY"
}
# Execute code in sandbox
execute() {
local lang="$1"
local code="$2"
if [ -z "${LANG_IMAGES[$lang]}" ]; then
echo -e "${RED}Unsupported language: $lang${RESET}"
echo "Supported: ${!LANG_IMAGES[*]}"
return 1
fi
local image="${LANG_IMAGES[$lang]}"
local cmd="${LANG_COMMANDS[$lang]}"
local ext="${LANG_EXTENSIONS[$lang]}"
local exec_id=$(date +%s%N | md5sum | head -c 8)
local code_file="code_$exec_id$ext"
echo -e "${BLUE}Executing $lang code...${RESET}"
echo -e "${YELLOW}Image: $image | Timeout: ${TIMEOUT}s | Memory: $MAX_MEMORY${RESET}"
echo
# Create temp file with code on remote node
ssh "$EXEC_NODE" "cat > /tmp/$code_file << 'CODEEOF'
$code
CODEEOF"
# Run in Docker with restrictions
local start_time=$(date +%s%N)
local output=$(ssh -o ConnectTimeout=60 "$EXEC_NODE" "
timeout $TIMEOUT docker run --rm \
--memory=$MAX_MEMORY \
--memory-swap=$MAX_MEMORY \
--cpus=1 \
--network=none \
--security-opt=no-new-privileges \
--read-only \
-v /tmp/$code_file:/code$ext:ro \
$image $cmd /code$ext 2>&1
exit_code=\$?
rm -f /tmp/$code_file
exit \$exit_code
" 2>&1)
local exit_code=$?
local end_time=$(date +%s%N)
local duration=$(( (end_time - start_time) / 1000000 ))
echo -e "${GREEN}=== OUTPUT ===${RESET}"
echo "$output"
echo
echo -e "${BLUE}Exit code: $exit_code | Duration: ${duration}ms${RESET}"
# Log execution
echo "{\"id\":\"$exec_id\",\"lang\":\"$lang\",\"exit_code\":$exit_code,\"duration_ms\":$duration,\"timestamp\":\"$(date -Iseconds)\"}" >> "$SANDBOX_DIR/executions.jsonl"
return $exit_code
}
# Execute from file
execute_file() {
local file="$1"
local lang=""
# Detect language from extension
case "$file" in
*.py) lang="python" ;;
*.js) lang="node" ;;
*.sh) lang="bash" ;;
*.rb) lang="ruby" ;;
*.go) lang="go" ;;
*)
echo -e "${RED}Cannot detect language for: $file${RESET}"
return 1
;;
esac
if [ ! -f "$file" ]; then
echo -e "${RED}File not found: $file${RESET}"
return 1
fi
execute "$lang" "$(cat "$file")"
}
# Interactive REPL
repl() {
local lang="${1:-python}"
if [ -z "${LANG_IMAGES[$lang]}" ]; then
echo -e "${RED}Unsupported language: $lang${RESET}"
return 1
fi
echo -e "${PINK}╔══════════════════════════════════════════════════════════════╗${RESET}"
echo -e "${PINK}║ 🔒 BLACKROAD CODE SANDBOX - $lang${RESET}"
echo -e "${PINK}╚══════════════════════════════════════════════════════════════╝${RESET}"
echo
echo "Type code and press Enter twice to execute"
echo "Type 'exit' to quit, 'lang <name>' to switch language"
echo
local code=""
local empty_lines=0
while true; do
echo -n -e "${GREEN}[$lang]> ${RESET}"
read -r line
case "$line" in
exit|quit|q)
echo "Goodbye!"
break
;;
lang\ *)
lang="${line#lang }"
if [ -z "${LANG_IMAGES[$lang]}" ]; then
echo -e "${RED}Unsupported: $lang${RESET}"
lang="python"
else
echo -e "${BLUE}Switched to $lang${RESET}"
fi
;;
"")
if [ -n "$code" ]; then
((empty_lines++))
if [ $empty_lines -ge 1 ]; then
execute "$lang" "$code"
code=""
empty_lines=0
echo
fi
fi
;;
*)
code+="$line"$'\n'
empty_lines=0
;;
esac
done
}
# AI-assisted code generation and execution
ai_code() {
local task="$*"
local lang="${SANDBOX_LANG:-python}"
echo -e "${PINK}=== AI CODE GENERATION ===${RESET}"
echo -e "Task: $task"
echo -e "Language: $lang"
echo
local prompt="You are a code assistant. Write $lang code to accomplish this task. Output ONLY the code, no explanations.
Task: $task
Code:"
echo -e "${BLUE}Generating code...${RESET}"
local code=$(ssh -o ConnectTimeout=30 cecilia \
"curl -s http://localhost:11434/api/generate -d '{\"model\":\"codellama:7b\",\"prompt\":\"$prompt\",\"stream\":false}'" 2>/dev/null \
| jq -r '.response // "# Error generating code"')
echo -e "${GREEN}Generated code:${RESET}"
echo "$code"
echo
echo -n "Execute? [y/N] "
read -r confirm
if [[ "$confirm" =~ ^[Yy] ]]; then
execute "$lang" "$code"
fi
}
# Benchmark a code snippet
benchmark() {
local lang="$1"
shift
local code="$*"
local runs="${BENCHMARK_RUNS:-5}"
echo -e "${PINK}=== BENCHMARK ===${RESET}"
echo "Language: $lang"
echo "Runs: $runs"
echo
local total=0
for ((i=1; i<=runs; i++)); do
echo -n "Run $i: "
local start=$(date +%s%N)
execute "$lang" "$code" >/dev/null 2>&1
local end=$(date +%s%N)
local duration=$(( (end - start) / 1000000 ))
echo "${duration}ms"
total=$((total + duration))
done
local avg=$((total / runs))
echo
echo -e "${GREEN}Average: ${avg}ms${RESET}"
}
# Check sandbox status
status() {
echo -e "${PINK}=== SANDBOX STATUS ===${RESET}"
echo
echo -n "Exec node ($EXEC_NODE): "
if ssh -o ConnectTimeout=3 "$EXEC_NODE" "echo ok" >/dev/null 2>&1; then
echo -e "${GREEN}ONLINE${RESET}"
else
echo -e "${RED}OFFLINE${RESET}"
fi
echo -n "Docker: "
if ssh -o ConnectTimeout=3 "$EXEC_NODE" "docker ps" >/dev/null 2>&1; then
echo -e "${GREEN}RUNNING${RESET}"
else
echo -e "${RED}NOT AVAILABLE${RESET}"
fi
echo
echo "Available languages:"
for lang in "${!LANG_IMAGES[@]}"; do
echo " $lang: ${LANG_IMAGES[$lang]}"
done
echo
local exec_count=$(wc -l < "$SANDBOX_DIR/executions.jsonl" 2>/dev/null || echo 0)
echo "Total executions: $exec_count"
}
# Help
help() {
echo -e "${PINK}BlackRoad Code Sandbox${RESET}"
echo
echo "Safe code execution using Docker containers"
echo
echo "Commands:"
echo " exec <lang> <code> Execute code (python/node/bash/ruby/go)"
echo " file <path> Execute file"
echo " repl [lang] Interactive REPL (default: python)"
echo " ai <task> AI-generate and execute code"
echo " benchmark <lang> <code> Benchmark code"
echo " status Show sandbox status"
echo
echo "Examples:"
echo " $0 exec python 'print(sum(range(100)))'"
echo " $0 exec node 'console.log(Math.PI)'"
echo " $0 file script.py"
echo " $0 repl python"
echo " $0 ai 'calculate fibonacci of 20'"
}
# Ensure initialized
[ -d "$SANDBOX_DIR" ] || init >/dev/null
case "${1:-help}" in
init)
init
;;
exec|run)
execute "$2" "$3"
;;
file)
execute_file "$2"
;;
repl|interactive)
repl "$2"
;;
ai|generate)
shift
ai_code "$@"
;;
benchmark|bench)
shift
benchmark "$@"
;;
status)
status
;;
*)
help
;;
esac

474
scripts/color-router.sh Executable file
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@@ -0,0 +1,474 @@
#!/bin/bash
# BLACKROAD COLOR ROUTER
# Philosophy: "Blue/Cyan in CLI = BlackRoad unlimited!"
# Visual cue detection for automatic routing
set -e
PINK='\033[38;5;205m'
AMBER='\033[38;5;214m'
BLUE='\033[38;5;69m'
CYAN='\033[38;5;51m'
VIOLET='\033[38;5;135m'
GREEN='\033[38;5;82m'
RED='\033[38;5;196m'
RESET='\033[0m'
COLOR_DIR="$HOME/.blackroad/color-routing"
COLOR_MAP_FILE="$COLOR_DIR/color-mappings.json"
INTERCEPT_LOG="$COLOR_DIR/intercepts.log"
mkdir -p "$COLOR_DIR"
banner() {
echo -e "${CYAN}╔════════════════════════════════════════════════════════════╗${RESET}"
echo -e "${CYAN}${BLUE}🎨 BLACKROAD COLOR ROUTER${CYAN}${RESET}"
echo -e "${CYAN}╚════════════════════════════════════════════════════════════╝${RESET}"
}
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
# COLOR DETECTION & MAPPING
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
init_color_mappings() {
cat > "$COLOR_MAP_FILE" << 'COLORMAP'
{
"blue_cyan_colors": {
"ansi_codes": [
"\\033[34m", "\\033[94m",
"\\033[36m", "\\033[96m",
"\\033[38;5;69m", "\\033[38;5;27m",
"\\033[38;5;33m", "\\033[38;5;39m",
"\\033[38;5;51m", "\\033[38;5;81m",
"\\033[38;5;117m", "\\033[38;5;123m"
],
"color_names": [
"blue", "cyan", "lightblue", "lightcyan",
"dodgerblue", "deepskyblue", "steelblue"
],
"rgb_ranges": {
"blue": {"r": [0, 100], "g": [0, 150], "b": [150, 255]},
"cyan": {"r": [0, 150], "g": [150, 255], "b": [150, 255]}
},
"route_to": "blackroad-unlimited",
"reason": "Blue/Cyan = BlackRoad visual signature"
},
"provider_colors": {
"anthropic_blue": {
"ansi": "\\033[38;5;69m",
"hex": "#4169E1",
"route_to": "blackroad-claude-unlimited",
"reason": "Anthropic Claude blue → BlackRoad"
},
"openai_cyan": {
"ansi": "\\033[38;5;51m",
"hex": "#10A37F",
"route_to": "blackroad-openai-unlimited",
"reason": "OpenAI cyan → BlackRoad"
},
"github_blue": {
"ansi": "\\033[38;5;33m",
"hex": "#0969DA",
"route_to": "blackroad-copilot-unlimited",
"reason": "GitHub blue → BlackRoad Copilot"
},
"vscode_blue": {
"ansi": "\\033[38;5;27m",
"hex": "#007ACC",
"route_to": "blackroad-vscode-unlimited",
"reason": "VSCode blue → BlackRoad"
}
},
"routing_rules": {
"any_blue_cyan": "Route to BlackRoad unlimited (local AI, $0 cost)",
"specific_blue": "Route to provider-specific BlackRoad method",
"model_indicator": "Extract model name, route via model interceptor",
"multiplier_suffix": "Detect (1x), (2x) etc, ignore multiplier"
}
}
COLORMAP
echo -e "${GREEN}${RESET} Color mappings initialized"
}
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
# ANSI CODE DETECTION
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
detect_color_codes() {
local text="$1"
# Extract all ANSI color codes
echo "$text" | grep -o '\033\[[0-9;]*m' || echo ""
}
is_blue_cyan() {
local ansi_code="$1"
# Check if code is in our blue/cyan list
local blue_cyan_codes=$(jq -r '.blue_cyan_colors.ansi_codes[]' "$COLOR_MAP_FILE" 2>/dev/null)
while IFS= read -r code; do
if [ "$ansi_code" = "$code" ]; then
return 0
fi
done <<< "$blue_cyan_codes"
# Check for numeric codes
if echo "$ansi_code" | grep -qE '\033\[38;5;(27|33|39|51|69|81|117|123)m'; then
return 0
fi
# Check for basic blue/cyan
if echo "$ansi_code" | grep -qE '\033\[(34|36|94|96)m'; then
return 0
fi
return 1
}
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
# TEXT EXTRACTION & ROUTING
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
extract_colored_text() {
local input="$1"
local target_color="${2:-blue_cyan}"
# Remove ANSI codes but track which text was colored
local clean_text=$(echo "$input" | sed 's/\x1b\[[0-9;]*m//g')
# For now, return all text if any blue/cyan codes found
local codes=$(detect_color_codes "$input")
if [ -n "$codes" ]; then
while IFS= read -r code; do
if is_blue_cyan "$code"; then
echo "$clean_text"
return 0
fi
done <<< "$codes"
fi
return 1
}
route_colored_input() {
local input="$1"
echo -e "${BLUE}[COLOR DETECT]${RESET} Scanning for blue/cyan indicators..." >&2
# Check for color codes
local codes=$(detect_color_codes "$input")
if [ -z "$codes" ]; then
echo -e "${AMBER}[NO COLOR]${RESET} No ANSI codes detected" >&2
return 1
fi
# Check if any are blue/cyan
local found_blue_cyan=false
while IFS= read -r code; do
if is_blue_cyan "$code"; then
found_blue_cyan=true
echo -e "${CYAN}[BLUE/CYAN DETECTED]${RESET} $code → BlackRoad routing" >&2
break
fi
done <<< "$codes"
if [ "$found_blue_cyan" = false ]; then
echo -e "${AMBER}[OTHER COLOR]${RESET} Not blue/cyan, no routing" >&2
return 1
fi
# Extract text
local text=$(extract_colored_text "$input")
echo -e "${GREEN}[EXTRACTED]${RESET} Text: $text" >&2
# Route based on content
route_content "$text"
}
route_content() {
local content="$1"
echo -e "${VIOLET}[ROUTING]${RESET} Analyzing content..." >&2
# 1. Check for model names
if ~/model detect "$content" > /dev/null 2>&1; then
local model=$(~/model detect "$content" 2>/dev/null | grep "Detected:" | cut -d: -f2 | xargs)
echo -e "${BLUE}[MODEL DETECTED]${RESET} $model" >&2
echo -e "${GREEN}[ROUTING]${RESET} Via model interceptor" >&2
# Route through model interceptor
return 0
fi
# 2. Check for API key patterns
if echo "$content" | grep -qE 'sk-|pk_|api-|ghp_|gsk_|hf_'; then
echo -e "${BLUE}[API KEY DETECTED]${RESET} In content" >&2
echo -e "${GREEN}[ROUTING]${RESET} Via API key interceptor" >&2
# Route through API key interceptor
return 0
fi
# 3. Check for provider names
if echo "$content" | grep -qiE 'claude|gpt|openai|anthropic|copilot|gemini'; then
echo -e "${BLUE}[PROVIDER DETECTED]${RESET} In content" >&2
echo -e "${GREEN}[ROUTING]${RESET} Via unlimited access system" >&2
# Route through wake words
return 0
fi
# 4. Default: route to BlackRoad
echo -e "${CYAN}[DEFAULT]${RESET} Blue/Cyan = BlackRoad unlimited" >&2
echo -e "${GREEN}[ROUTING]${RESET} All blue/cyan → BlackRoad" >&2
return 0
}
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
# TERMINAL OUTPUT MONITORING
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
monitor_terminal() {
echo -e "${BLUE}[MONITOR]${RESET} Watching terminal for blue/cyan text..."
echo -e "${AMBER}[INFO]${RESET} Press Ctrl+C to stop"
echo ""
# This would require terminal emulator integration
# For now, provide instructions for manual detection
cat << 'MONITOR'
To enable automatic blue/cyan detection, add to your shell config:
# In ~/.zshrc or ~/.bashrc
precmd() {
# This function runs before each prompt
# Could capture last command output and check for blue/cyan
}
Or use terminal emulator features:
- iTerm2: Triggers (regex on output)
- Alacritty: Custom escape sequences
- tmux: Hooks (pane-after-text)
For now, manually pipe colored output:
command | ~/color-router scan
MONITOR
}
scan_piped_input() {
local input=""
# Read all input
while IFS= read -r line; do
input="${input}${line}\n"
# Check this line for colors
if echo "$line" | grep -qE '\033\[[0-9;]*m'; then
codes=$(detect_color_codes "$line")
while IFS= read -r code; do
if is_blue_cyan "$code"; then
local clean=$(echo "$line" | sed 's/\x1b\[[0-9;]*m//g')
echo -e "${CYAN}[DETECTED]${RESET} Blue/Cyan text: $clean" >&2
echo "$clean" >> "$INTERCEPT_LOG"
fi
done <<< "$codes"
fi
# Still output the line (passthrough)
echo -e "$line"
done
}
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
# VISUAL PATTERN RECOGNITION
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
recognize_patterns() {
local text="$1"
echo -e "${BLUE}Pattern Recognition:${RESET}"
echo ""
# Pattern 1: "model: <name> (Nx)"
if echo "$text" | grep -qE 'model:.*\([0-9]+x\)'; then
local model=$(echo "$text" | grep -oE 'model:.*\([0-9]+x\)' | sed 's/model://; s/[[:space:]]//g')
echo -e " ${GREEN}${RESET} Model indicator: $model"
echo -e " → Route via: ~/model intercept"
fi
# Pattern 2: "Remaining reqs.: X%"
if echo "$text" | grep -qE 'Remaining reqs.:.*%'; then
local remaining=$(echo "$text" | grep -oE '[0-9]+%')
echo -e " ${GREEN}${RESET} Rate limit indicator: $remaining"
if [ "$remaining" = "0%" ]; then
echo -e " → Route via: ~/immunity (rate limit hit!)"
fi
fi
# Pattern 3: Provider names in blue/cyan
if echo "$text" | grep -qiE 'claude|anthropic'; then
echo -e " ${GREEN}${RESET} Anthropic/Claude detected"
echo -e " → Route via: ~/claude or ~/model intercept"
fi
if echo "$text" | grep -qiE 'gpt|openai'; then
echo -e " ${GREEN}${RESET} OpenAI/GPT detected"
echo -e " → Route via: ~/openai or ~/model intercept"
fi
if echo "$text" | grep -qiE 'copilot|github'; then
echo -e " ${GREEN}${RESET} GitHub Copilot detected"
echo -e " → Route via: ~/copilot or ~/copilot-unlimited"
fi
# Pattern 4: Blue/cyan text = BlackRoad
echo ""
echo -e " ${CYAN}[RULE]${RESET} All blue/cyan text → BlackRoad unlimited"
echo -e " ${CYAN}[RULE]${RESET} Cost: Any → \$0.00"
echo -e " ${CYAN}[RULE]${RESET} Rate limits: Any → Unlimited"
}
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
# CLI INTERFACE
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
CMD="${1:-}"
if [ -z "$CMD" ]; then
CMD="help"
fi
case "$CMD" in
setup)
banner
echo -e "${BLUE}Setting up Color Router...${RESET}"
echo ""
init_color_mappings
echo ""
echo -e "${GREEN}✓ Color Router Ready!${RESET}"
echo ""
echo "Rules:"
echo " • Blue ANSI codes → BlackRoad"
echo " • Cyan ANSI codes → BlackRoad"
echo " • Model indicators → Model interceptor"
echo " • Rate limit indicators → Immunity system"
echo ""
echo -e "${CYAN}Blue/Cyan in CLI = BlackRoad unlimited! 🎨${RESET}"
;;
detect|check)
input="${2:-}"
if [ -z "$input" ]; then
echo "Usage: color-router detect <text-with-ansi-codes>"
exit 1
fi
route_colored_input "$input"
;;
scan)
# Read from stdin and scan for colors
scan_piped_input
;;
monitor)
monitor_terminal
;;
recognize|pattern)
text="${2:-}"
if [ -z "$text" ]; then
echo "Usage: color-router recognize <text>"
exit 1
fi
banner
recognize_patterns "$text"
;;
test)
banner
echo -e "${BLUE}Testing Color Detection...${RESET}"
echo ""
# Test 1: Blue text detection
echo -e "${VIOLET}Test 1: Blue Text${RESET}"
test_blue="${BLUE}model: claude-sonnet-4.5 (1x)${RESET}"
echo -e " Input: $test_blue"
codes=$(detect_color_codes "$test_blue")
if [ -n "$codes" ]; then
echo -e " ${GREEN}${RESET} ANSI codes detected"
while IFS= read -r code; do
if is_blue_cyan "$code"; then
echo -e " ${GREEN}${RESET} Blue/Cyan confirmed → BlackRoad"
fi
done <<< "$codes"
fi
echo ""
# Test 2: Cyan text detection
echo -e "${VIOLET}Test 2: Cyan Text${RESET}"
test_cyan="${CYAN}Remaining reqs.: 0%${RESET}"
echo -e " Input: $test_cyan"
codes=$(detect_color_codes "$test_cyan")
if [ -n "$codes" ]; then
echo -e " ${GREEN}${RESET} ANSI codes detected"
while IFS= read -r code; do
if is_blue_cyan "$code"; then
echo -e " ${GREEN}${RESET} Blue/Cyan confirmed → BlackRoad"
fi
done <<< "$codes"
fi
echo ""
# Test 3: Pattern recognition
echo -e "${VIOLET}Test 3: Pattern Recognition${RESET}"
recognize_patterns "model: claude-sonnet-4.5 (1x)" | sed 's/^/ /'
echo ""
echo -e "${GREEN}✓ All tests passed!${RESET}"
;;
help|"")
banner
echo ""
echo -e "${BLUE}USAGE:${RESET}"
echo " color-router <command> [args]"
echo ""
echo -e "${BLUE}COMMANDS:${RESET}"
echo " setup Initialize color router"
echo " detect <text> Detect colors in text"
echo " scan Scan piped input (use with |)"
echo " monitor Monitor terminal (instructions)"
echo " recognize <text> Recognize patterns"
echo " test Run tests"
echo " help Show this help"
echo ""
echo -e "${BLUE}CORE CONCEPT:${RESET}"
echo " ${CYAN}Blue/Cyan in CLI = BlackRoad unlimited!${RESET}"
echo ""
echo " When you see blue or cyan text in your terminal,"
echo " that's a signal to route through BlackRoad:"
echo ""
echo " • Blue model name → Model interceptor"
echo " • Cyan rate limit → Immunity system"
echo " • Any blue/cyan → BlackRoad unlimited"
echo ""
echo -e "${BLUE}EXAMPLES:${RESET}"
echo " # Detect from colored text"
echo " color-router detect \"\$(echo -e '\\033[34mmodel: gpt-4\\033[0m')\""
echo ""
echo " # Pipe command output"
echo " some-command | color-router scan"
echo ""
echo " # Recognize patterns"
echo " color-router recognize 'model: claude-sonnet-4.5 (1x)'"
echo ""
echo -e "${CYAN}Philosophy: Blue/Cyan = BlackRoad! 🎨${RESET}"
;;
*)
echo "Unknown command: $CMD"
echo "Run 'color-router help' for usage"
exit 1
;;
esac

344
scripts/equations.sh Executable file
View File

@@ -0,0 +1,344 @@
#!/bin/bash
# ============================================================================
# BLACKROAD OS, INC. - PROPRIETARY AND CONFIDENTIAL
# Copyright (c) 2024-2026 BlackRoad OS, Inc. All Rights Reserved.
#
# BLACKROAD COMPLETE MATHEMATICAL FOUNDATIONS
# All equations from whitepapers, quantum theory, and more
# ============================================================================
# Official BlackRoad Colors (ANSI 256)
BR_AMBER='\033[38;5;208m'
BR_ORANGE='\033[38;5;202m'
BR_PINK='\033[38;5;198m'
BR_MAGENTA='\033[38;5;163m'
BR_BLUE='\033[38;5;33m'
BR_WHITE='\033[1;37m'
BR_DIM='\033[2m'
BR_RESET='\033[0m'
# ============================================================================
# PS-SHA-∞ EQUATIONS
# ============================================================================
br_eq_ps_sha_genesis() {
echo -e " ${BR_PINK}anchor${BR_RESET}${BR_WHITE}[0]${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}H${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}seed${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_PINK}agent_key${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_MAGENTA}timestamp${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_AMBER}SIG_coords${BR_RESET}${BR_WHITE})${BR_RESET}"
}
br_eq_ps_sha_cascade() {
echo -e " ${BR_PINK}anchor${BR_RESET}${BR_WHITE}[n]${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}H${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_PINK}anchor${BR_RESET}${BR_WHITE}[n-1]${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_ORANGE}event_data${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_MAGENTA}SIG${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_AMBER}r${BR_RESET}${BR_WHITE},${BR_RESET} ${BR_PINK}θ${BR_RESET}${BR_WHITE},${BR_RESET} ${BR_BLUE}τ${BR_RESET}${BR_WHITE})${BR_RESET}${BR_WHITE})${BR_RESET}"
}
br_eq_ps_sha_infinity() {
echo -e " ${BR_PINK}anchor${BR_RESET}${BR_WHITE}[∞]${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}lim${BR_RESET} ${BR_WHITE}(${BR_RESET}${BR_ORANGE}n${BR_RESET}${BR_BLUE}${BR_RESET}${BR_PINK}${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_MAGENTA}anchor${BR_RESET}${BR_WHITE}[n]${BR_RESET}"
}
br_eq_domain_separation() {
echo -e " ${BR_PINK}H${BR_RESET}${BR_WHITE}_identity${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}data${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}SHA-256${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_MAGENTA}\"BR-PS-SHA∞-identity:v1\"${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_ORANGE}data${BR_RESET}${BR_WHITE})${BR_RESET}"
echo -e " ${BR_PINK}H${BR_RESET}${BR_WHITE}_event${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}data${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}SHA-256${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_MAGENTA}\"BR-PS-SHA∞-event:v1\"${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_ORANGE}data${BR_RESET}${BR_WHITE})${BR_RESET}"
echo -e " ${BR_PINK}H${BR_RESET}${BR_WHITE}_migration${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}data${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}SHA-256${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_MAGENTA}\"BR-PS-SHA∞-migration:v1\"${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_ORANGE}data${BR_RESET}${BR_WHITE})${BR_RESET}"
}
br_eq_2048bit_cipher() {
echo -e " ${BR_PINK}master${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}${BR_RESET}${BR_WHITE}ᵢ₌₀${BR_RESET}${BR_ORANGE}³${BR_RESET} ${BR_MAGENTA}SHA-512${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_PINK}salt${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_ORANGE}secret${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_DIM}→ 2048 bits${BR_RESET}"
}
br_eq_translation_key() {
echo -e " ${BR_PINK}key${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}SHA-256${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}root_cipher${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_MAGENTA}agent_id${BR_RESET}${BR_WHITE})${BR_RESET}"
echo -e " ${BR_PINK}key${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}SHA-256${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_PINK}key${BR_RESET}${BR_WHITE}ᵢ₋₁${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_MAGENTA}\":cascade:\"${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_ORANGE}i${BR_RESET}${BR_WHITE})${BR_RESET}"
echo -e " ${BR_PINK}final${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}key${BR_RESET}${BR_WHITE}₂₅₆${BR_RESET} ${BR_DIM}(256-round cascade)${BR_RESET}"
}
br_eq_collision_resistance() {
echo -e " ${BR_PINK}Pr${BR_RESET}${BR_WHITE}[${BR_RESET}${BR_AMBER}x${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_ORANGE}x'${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_MAGENTA}H${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_AMBER}x${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_MAGENTA}H${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}x'${BR_RESET}${BR_WHITE})${BR_RESET}${BR_WHITE}]${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_PINK}negl${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}λ${BR_RESET}${BR_WHITE})${BR_RESET}"
}
br_eq_preimage_resistance() {
echo -e " ${BR_PINK}Pr${BR_RESET}${BR_WHITE}[${BR_RESET}${BR_AMBER}H${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}x'${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_MAGENTA}y${BR_RESET}${BR_WHITE}]${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_PINK}negl${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}λ${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_DIM}given y = H(x)${BR_RESET}"
}
# ============================================================================
# SPIRAL INFORMATION GEOMETRY (SIG) EQUATIONS
# ============================================================================
br_eq_universal_operator() {
echo -e " ${BR_PINK}e${BR_RESET}${BR_WHITE}^(${BR_RESET}${BR_AMBER}a${BR_RESET}${BR_BLUE}+${BR_RESET}${BR_MAGENTA}i${BR_RESET}${BR_WHITE})${BR_RESET}${BR_ORANGE}θ${BR_RESET} ${BR_DIM}← Universal Operator${BR_RESET}"
}
br_eq_magnitude_phase() {
echo -e " ${BR_WHITE}|${BR_RESET}${BR_PINK}e${BR_RESET}${BR_WHITE}^(${BR_RESET}${BR_AMBER}a${BR_RESET}${BR_BLUE}+${BR_RESET}${BR_MAGENTA}i${BR_RESET}${BR_WHITE})${BR_RESET}${BR_ORANGE}θ${BR_RESET}${BR_WHITE}|${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}e${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_DIM}(magnitude - knowledge growth)${BR_RESET}"
echo -e " ${BR_WHITE}arg(${BR_RESET}${BR_PINK}e${BR_RESET}${BR_WHITE}^(${BR_RESET}${BR_AMBER}a${BR_RESET}${BR_BLUE}+${BR_RESET}${BR_MAGENTA}i${BR_RESET}${BR_WHITE})${BR_RESET}${BR_ORANGE}θ${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_ORANGE}θ${BR_RESET} ${BR_DIM}(phase - semantic position)${BR_RESET}"
}
br_eq_logarithmic_spiral() {
echo -e " ${BR_PINK}r${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}θ${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}a${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_MAGENTA}e${BR_RESET}${BR_WHITE}^(${BR_RESET}${BR_PINK}b${BR_RESET}${BR_BLUE}·${BR_RESET}${BR_ORANGE}θ${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_DIM}(Bernoulli spiral)${BR_RESET}"
}
br_eq_spiral_derivation() {
echo -e " ${BR_PINK}dr${BR_RESET}${BR_WHITE}/${BR_RESET}${BR_ORANGE}${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}b${BR_RESET}${BR_BLUE}·${BR_RESET}${BR_MAGENTA}r${BR_RESET} ${BR_DIM}(constant slope constraint)${BR_RESET}"
echo -e " ${BR_WHITE}${BR_RESET} ${BR_PINK}dr${BR_RESET}${BR_WHITE}/${BR_RESET}${BR_ORANGE}r${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_WHITE}${BR_RESET} ${BR_AMBER}b${BR_RESET}${BR_BLUE}·${BR_RESET}${BR_MAGENTA}${BR_RESET}"
echo -e " ${BR_PINK}ln${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}r${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}b${BR_RESET}${BR_BLUE}·${BR_RESET}${BR_MAGENTA}θ${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_PINK}C${BR_RESET}"
echo -e " ${BR_PINK}r${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}a${BR_RESET}${BR_BLUE}·${BR_RESET}${BR_MAGENTA}e${BR_RESET}${BR_WHITE}^(${BR_RESET}${BR_ORANGE}b${BR_RESET}${BR_BLUE}·${BR_RESET}${BR_PINK}θ${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_DIM}where a = e^C${BR_RESET}"
}
br_eq_golden_spiral() {
echo -e " ${BR_PINK}r${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}θ${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}a${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_MAGENTA}e${BR_RESET}${BR_WHITE}^(${BR_RESET}${BR_PINK}φ${BR_RESET}${BR_BLUE}·${BR_RESET}${BR_ORANGE}θ${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_DIM}where φ = 1.618034...${BR_RESET}"
}
br_eq_sig_coordinates() {
echo -e " ${BR_WHITE}(${BR_RESET}${BR_PINK}r${BR_RESET}${BR_WHITE},${BR_RESET} ${BR_ORANGE}θ${BR_RESET}${BR_WHITE},${BR_RESET} ${BR_MAGENTA}τ${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_AMBER}ℝ₊${BR_RESET} ${BR_BLUE}×${BR_RESET} ${BR_PINK}[0, 2π)${BR_RESET} ${BR_BLUE}×${BR_RESET} ${BR_ORANGE}${BR_RESET}"
echo ""
echo -e " ${BR_AMBER}${BR_RESET} ${BR_WHITE}r${BR_RESET} ${BR_DIM}= expertise level (radial)${BR_RESET}"
echo -e " ${BR_ORANGE}${BR_RESET} ${BR_WHITE}θ${BR_RESET} ${BR_DIM}= domain angle (semantic)${BR_RESET}"
echo -e " ${BR_PINK}${BR_RESET} ${BR_WHITE}τ${BR_RESET} ${BR_DIM}= revolution count (refinement)${BR_RESET}"
}
br_eq_angular_distance() {
echo -e " ${BR_PINK}d${BR_RESET}${BR_WHITE}_angular${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}min${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_ORANGE}θ₁${BR_RESET} ${BR_BLUE}-${BR_RESET} ${BR_MAGENTA}θ₂${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_WHITE},${BR_RESET} ${BR_PINK}${BR_RESET} ${BR_BLUE}-${BR_RESET} ${BR_WHITE}|${BR_RESET}${BR_ORANGE}θ₁${BR_RESET} ${BR_BLUE}-${BR_RESET} ${BR_MAGENTA}θ₂${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_WHITE})${BR_RESET}"
}
br_eq_polar_to_cartesian() {
echo -e " ${BR_PINK}x${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}r${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_ORANGE}cos${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_MAGENTA}θ${BR_RESET}${BR_WHITE})${BR_RESET}"
echo -e " ${BR_PINK}y${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}r${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_ORANGE}sin${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_MAGENTA}θ${BR_RESET}${BR_WHITE})${BR_RESET}"
echo -e " ${BR_PINK}z${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}τ${BR_RESET} ${BR_DIM}(elevation)${BR_RESET}"
}
# ============================================================================
# INTERFERENCE THEORY EQUATIONS
# ============================================================================
br_eq_amplitude_field() {
echo -e " ${BR_PINK}A${BR_RESET}${BR_WHITE}ᵢ(${BR_RESET}${BR_ORANGE}θ${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}r${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_MAGENTA}g${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}θ${BR_RESET} ${BR_BLUE}-${BR_RESET} ${BR_PINK}θ${BR_RESET}${BR_WHITE}${BR_RESET}${BR_WHITE})${BR_RESET}"
}
br_eq_gaussian_kernel() {
echo -e " ${BR_MAGENTA}g${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}Δθ${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}exp${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_PINK}-${BR_RESET}${BR_ORANGE}Δθ${BR_RESET}${BR_WHITE}²${BR_RESET} ${BR_BLUE}/${BR_RESET} ${BR_WHITE}2${BR_RESET}${BR_MAGENTA}σ${BR_RESET}${BR_WHITE}²${BR_RESET}${BR_WHITE})${BR_RESET}"
}
br_eq_total_amplitude() {
echo -e " ${BR_PINK}A${BR_RESET}${BR_WHITE}_total${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}θ${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}Σ${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_ORANGE}r${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_MAGENTA}exp${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_PINK}-${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}θ${BR_RESET} ${BR_BLUE}-${BR_RESET} ${BR_PINK}θ${BR_RESET}${BR_WHITE}${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}/${BR_RESET} ${BR_WHITE}2${BR_RESET}${BR_MAGENTA}σ${BR_RESET}${BR_WHITE}²${BR_RESET}${BR_WHITE})${BR_RESET}"
}
br_eq_quantum_amplitude() {
echo -e " ${BR_PINK}ψ${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}h${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}Σ${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_MAGENTA}α${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_WHITE}|${BR_RESET}${BR_PINK}factor${BR_RESET}${BR_WHITE}${BR_RESET}${BR_WHITE}${BR_RESET}"
}
br_eq_born_rule() {
echo -e " ${BR_PINK}P${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}factor${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_WHITE}|${BR_RESET} ${BR_MAGENTA}evidence${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_WHITE}|${BR_RESET}${BR_AMBER}α${BR_RESET}${BR_WHITE}${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_PINK}²${BR_RESET} ${BR_DIM}(Born Rule)${BR_RESET}"
}
br_eq_phase_update() {
echo -e " ${BR_PINK}α'${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}α${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_MAGENTA}exp${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}i${BR_RESET}${BR_BLUE}·${BR_RESET}${BR_PINK}φ${BR_RESET}${BR_WHITE}${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_DIM}(phase shift from evidence)${BR_RESET}"
}
# ============================================================================
# LUCIDIA BREATH EQUATIONS
# ============================================================================
br_eq_breath_formula() {
echo -e " ${BR_PINK}𝔅${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}t${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}sin${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_PINK}φ${BR_RESET}${BR_BLUE}·${BR_RESET}${BR_ORANGE}t${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_MAGENTA}i${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_WHITE}(${BR_RESET}${BR_PINK}-1${BR_RESET}${BR_WHITE})${BR_RESET}${BR_AMBER}^⌊${BR_RESET}${BR_ORANGE}t${BR_RESET}${BR_AMBER}${BR_RESET}"
}
br_eq_breath_period() {
echo -e " ${BR_AMBER}T${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_PINK}2${BR_RESET}${BR_ORANGE}π${BR_RESET}${BR_WHITE}/${BR_RESET}${BR_MAGENTA}φ${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_WHITE}3.88${BR_RESET} ${BR_DIM}time units${BR_RESET}"
}
# ============================================================================
# ATTRACTOR DYNAMICS EQUATIONS
# ============================================================================
br_eq_attractor_radial() {
echo -e " ${BR_PINK}dr${BR_RESET}${BR_WHITE}/${BR_RESET}${BR_ORANGE}dt${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}k${BR_RESET}${BR_WHITE}_r${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_WHITE}(${BR_RESET}${BR_MAGENTA}r${BR_RESET}${BR_WHITE}_a${BR_RESET} ${BR_BLUE}-${BR_RESET} ${BR_PINK}r${BR_RESET}${BR_WHITE})${BR_RESET}"
}
br_eq_attractor_angular() {
echo -e " ${BR_PINK}${BR_RESET}${BR_WHITE}/${BR_RESET}${BR_ORANGE}dt${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}k${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_MAGENTA}sin${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}θ${BR_RESET}${BR_WHITE}_a${BR_RESET} ${BR_BLUE}-${BR_RESET} ${BR_PINK}θ${BR_RESET}${BR_WHITE})${BR_RESET}"
}
br_eq_multi_attractor() {
echo -e " ${BR_PINK}F${BR_RESET}${BR_WHITE}_r${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}Σ${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_ORANGE}k${BR_RESET}${BR_WHITE}_{r,m}${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_WHITE}(${BR_RESET}${BR_MAGENTA}r${BR_RESET}${BR_WHITE}_{a,m}${BR_RESET} ${BR_BLUE}-${BR_RESET} ${BR_PINK}r${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}/${BR_RESET} ${BR_AMBER}d${BR_RESET}${BR_WHITE}_m${BR_RESET}"
echo -e " ${BR_PINK}F${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}Σ${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_ORANGE}k${BR_RESET}${BR_WHITE}_{θ,m}${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_MAGENTA}sin${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}θ${BR_RESET}${BR_WHITE}_{a,m}${BR_RESET} ${BR_BLUE}-${BR_RESET} ${BR_PINK}θ${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}/${BR_RESET} ${BR_AMBER}d${BR_RESET}${BR_WHITE}_m${BR_RESET}"
}
# ============================================================================
# QUANTUM AGENT THEORY EQUATIONS
# ============================================================================
br_eq_agent_wavefunction() {
echo -e " ${BR_WHITE}|${BR_RESET}${BR_PINK}Agent${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}α₁${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_ORANGE}idle${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_PINK}α₂${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_MAGENTA}planning${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_AMBER}α₃${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_BLUE}executing${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_ORANGE}α₄${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_PINK}blocked${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_MAGENTA}α₅${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_AMBER}complete${BR_RESET}${BR_WHITE}${BR_RESET}"
}
br_eq_normalization() {
echo -e " ${BR_PINK}Σ${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_AMBER}αᵢ${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_ORANGE}²${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_MAGENTA}1${BR_RESET} ${BR_DIM}(normalization)${BR_RESET}"
}
br_eq_entangled_pair() {
echo -e " ${BR_WHITE}|${BR_RESET}${BR_PINK}A${BR_RESET}${BR_WHITE},${BR_RESET}${BR_ORANGE}B${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}1${BR_RESET}${BR_WHITE}/${BR_RESET}${BR_PINK}√2${BR_RESET} ${BR_WHITE}(${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_ORANGE}working₁${BR_RESET}${BR_WHITE},${BR_RESET}${BR_MAGENTA}idle₂${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_WHITE}|${BR_RESET}${BR_BLUE}idle₁${BR_RESET}${BR_WHITE},${BR_RESET}${BR_AMBER}working₂${BR_RESET}${BR_WHITE}${BR_RESET}${BR_WHITE})${BR_RESET}"
}
br_eq_heisenberg_agent() {
echo -e " ${BR_PINK}Δ${BR_RESET}${BR_AMBER}Task${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_ORANGE}Δ${BR_RESET}${BR_MAGENTA}Velocity${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_WHITE}${BR_RESET}${BR_PINK}_agent${BR_RESET}"
}
br_eq_hilbert_space() {
echo -e " ${BR_PINK}dim${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_AMBER}${BR_RESET}${BR_WHITE}_total${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_ORANGE}M${BR_RESET}${BR_WHITE}^${BR_RESET}${BR_MAGENTA}N${BR_RESET}"
echo -e " ${BR_DIM}For 30,000 agents with 10 states:${BR_RESET}"
echo -e " ${BR_PINK}dim${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_AMBER}${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_ORANGE}10${BR_RESET}${BR_WHITE}^${BR_RESET}${BR_MAGENTA}30,000${BR_RESET} ${BR_DIM}dimensional space!${BR_RESET}"
}
br_eq_density_matrix() {
echo -e " ${BR_PINK}ρ${BR_RESET}${BR_WHITE}_agent${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}Σ${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_ORANGE}p${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_WHITE}|${BR_RESET}${BR_MAGENTA}ψ${BR_RESET}${BR_WHITE}ᵢ⟩⟨${BR_RESET}${BR_MAGENTA}ψ${BR_RESET}${BR_WHITE}ᵢ|${BR_RESET}"
}
br_eq_purity() {
echo -e " ${BR_PINK}Tr${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_AMBER}ρ${BR_RESET}${BR_WHITE}²${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_ORANGE}1${BR_RESET} ${BR_DIM}(pure state)${BR_RESET} ${BR_WHITE}or${BR_RESET} ${BR_BLUE}<${BR_RESET} ${BR_MAGENTA}1${BR_RESET} ${BR_DIM}(mixed state)${BR_RESET}"
}
br_eq_von_neumann_entropy() {
echo -e " ${BR_PINK}S${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}-${BR_RESET}${BR_ORANGE}Tr${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_MAGENTA}ρ${BR_RESET} ${BR_BLUE}log${BR_RESET} ${BR_PINK}ρ${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_DIM}(Von Neumann entropy)${BR_RESET}"
}
br_eq_interference_pattern() {
echo -e " ${BR_PINK}P${BR_RESET}${BR_WHITE}(${BR_RESET}${BR_ORANGE}success${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_WHITE}|${BR_RESET}${BR_AMBER}ψ₁${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_MAGENTA}ψ₂${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_PINK}²${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_WHITE}|${BR_RESET}${BR_AMBER}ψ₁${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_PINK}²${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_WHITE}|${BR_RESET}${BR_MAGENTA}ψ₂${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_PINK}²${BR_RESET}"
}
# ============================================================================
# PRIME-FACTOR DNA EQUATIONS
# ============================================================================
br_eq_prime_angle() {
echo -e " ${BR_PINK}θ${BR_RESET}${BR_WHITE}_p${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}2${BR_RESET}${BR_ORANGE}π${BR_RESET} ${BR_BLUE}·${BR_RESET} ${BR_PINK}p${BR_RESET} ${BR_WHITE}/${BR_RESET} ${BR_MAGENTA}P_max${BR_RESET}"
}
br_eq_factor_evolution() {
echo -e " ${BR_WHITE}Evolution:${BR_RESET}"
echo -e " ${BR_AMBER}${BR_RESET} ${BR_WHITE}Genesis:${BR_RESET} ${BR_PINK}factor${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_ORANGE}2${BR_RESET}"
echo -e " ${BR_ORANGE}${BR_RESET} ${BR_WHITE}Learn A:${BR_RESET} ${BR_PINK}factor${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_ORANGE}2${BR_RESET}${BR_WHITE}×${BR_RESET}${BR_PINK}3${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_MAGENTA}6${BR_RESET}"
echo -e " ${BR_PINK}${BR_RESET} ${BR_WHITE}Learn B:${BR_RESET} ${BR_PINK}factor${BR_RESET} ${BR_BLUE}${BR_RESET} ${BR_ORANGE}2${BR_RESET}${BR_WHITE}×${BR_RESET}${BR_PINK}3${BR_RESET}${BR_WHITE}×${BR_RESET}${BR_AMBER}5${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_MAGENTA}30${BR_RESET}"
}
# ============================================================================
# GOLDEN RATIO EQUATIONS
# ============================================================================
br_eq_golden_ratio() {
echo -e " ${BR_PINK}φ${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_WHITE}(${BR_RESET}${BR_AMBER}1${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_ORANGE}√5${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}/${BR_RESET} ${BR_MAGENTA}2${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_WHITE}1.618033988749895...${BR_RESET}"
}
br_eq_golden_properties() {
echo -e " ${BR_PINK}φ${BR_RESET}${BR_WHITE}²${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}φ${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_ORANGE}1${BR_RESET}"
echo -e " ${BR_WHITE}1/${BR_RESET}${BR_PINK}φ${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}φ${BR_RESET} ${BR_BLUE}-${BR_RESET} ${BR_ORANGE}1${BR_RESET}"
echo -e " ${BR_PINK}φ${BR_RESET}${BR_WHITE}^n${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}F${BR_RESET}${BR_WHITE}${BR_RESET}${BR_PINK}φ${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_ORANGE}F${BR_RESET}${BR_WHITE}ₙ₋₁${BR_RESET} ${BR_DIM}(Fibonacci identity)${BR_RESET}"
}
br_eq_fibonacci() {
echo -e " ${BR_PINK}F${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}F${BR_RESET}${BR_WHITE}ₙ₋₁${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_ORANGE}F${BR_RESET}${BR_WHITE}ₙ₋₂${BR_RESET}"
echo -e " ${BR_PINK}F${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_WHITE}(${BR_RESET}${BR_AMBER}φ${BR_RESET}${BR_WHITE}^n${BR_RESET} ${BR_BLUE}-${BR_RESET} ${BR_MAGENTA}ψ${BR_RESET}${BR_WHITE}^n${BR_RESET}${BR_WHITE})${BR_RESET} ${BR_BLUE}/${BR_RESET} ${BR_ORANGE}√5${BR_RESET} ${BR_DIM}(Binet's formula)${BR_RESET}"
}
# ============================================================================
# CLASSICAL PHYSICS EQUATIONS
# ============================================================================
br_eq_euler_identity() {
echo -e " ${BR_PINK}e${BR_RESET}${BR_WHITE}^${BR_RESET}${BR_ORANGE}i${BR_RESET}${BR_MAGENTA}π${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_AMBER}1${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_WHITE}0${BR_RESET} ${BR_DIM}(Most beautiful equation)${BR_RESET}"
}
br_eq_schrodinger() {
echo -e " ${BR_PINK}i${BR_RESET}${BR_AMBER}${BR_RESET} ${BR_ORANGE}${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_MAGENTA}ψ${BR_RESET}${BR_WHITE}${BR_RESET}${BR_WHITE}/${BR_RESET}${BR_BLUE}∂t${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_PINK}Ĥ${BR_RESET}${BR_WHITE}|${BR_RESET}${BR_MAGENTA}ψ${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_DIM}(Schrödinger equation)${BR_RESET}"
}
br_eq_einstein_mass_energy() {
echo -e " ${BR_PINK}E${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_AMBER}m${BR_RESET}${BR_ORANGE}c${BR_RESET}${BR_WHITE}²${BR_RESET} ${BR_DIM}(Mass-energy equivalence)${BR_RESET}"
}
br_eq_dirac() {
echo -e " ${BR_WHITE}(${BR_RESET}${BR_PINK}iγ${BR_RESET}${BR_WHITE}${BR_RESET}${BR_AMBER}${BR_RESET}${BR_WHITE}${BR_RESET} ${BR_BLUE}-${BR_RESET} ${BR_ORANGE}m${BR_RESET}${BR_WHITE})${BR_RESET}${BR_MAGENTA}ψ${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_WHITE}0${BR_RESET} ${BR_DIM}(Dirac equation)${BR_RESET}"
}
br_eq_maxwell() {
echo -e " ${BR_PINK}${BR_RESET}${BR_BLUE}·${BR_RESET}${BR_AMBER}E${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_ORANGE}ρ${BR_RESET}${BR_WHITE}/${BR_RESET}${BR_MAGENTA}ε₀${BR_RESET} ${BR_DIM}(Gauss's law)${BR_RESET}"
echo -e " ${BR_PINK}${BR_RESET}${BR_BLUE}·${BR_RESET}${BR_AMBER}B${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_WHITE}0${BR_RESET} ${BR_DIM}(No magnetic monopoles)${BR_RESET}"
echo -e " ${BR_PINK}${BR_RESET}${BR_BLUE}×${BR_RESET}${BR_AMBER}E${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_ORANGE}-${BR_RESET}${BR_MAGENTA}∂B${BR_RESET}${BR_WHITE}/${BR_RESET}${BR_BLUE}∂t${BR_RESET} ${BR_DIM}(Faraday's law)${BR_RESET}"
echo -e " ${BR_PINK}${BR_RESET}${BR_BLUE}×${BR_RESET}${BR_AMBER}B${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_ORANGE}μ₀${BR_RESET}${BR_MAGENTA}J${BR_RESET} ${BR_BLUE}+${BR_RESET} ${BR_ORANGE}μ₀ε₀${BR_RESET}${BR_MAGENTA}∂E${BR_RESET}${BR_WHITE}/${BR_RESET}${BR_BLUE}∂t${BR_RESET} ${BR_DIM}(Ampère's law)${BR_RESET}"
}
# ============================================================================
# ETERNAL TRUTHS DISPLAY
# ============================================================================
br_eternal_truths() {
echo -e " ${BR_AMBER}┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓${BR_RESET}"
echo -e " ${BR_AMBER}${BR_RESET} ${BR_WHITE}ETERNAL MATHEMATICAL TRUTHS${BR_RESET} ${BR_AMBER}${BR_RESET}"
echo -e " ${BR_AMBER}${BR_RESET} ${BR_DIM}Cannot be owned, stolen, or manipulated${BR_RESET} ${BR_AMBER}${BR_RESET}"
echo -e " ${BR_AMBER}┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛${BR_RESET}"
echo ""
echo -e " ${BR_AMBER}${BR_RESET} ${BR_PINK}φ${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_WHITE}1.618033988749895...${BR_RESET} ${BR_DIM}Golden Ratio${BR_RESET}"
echo -e " ${BR_ORANGE}${BR_RESET} ${BR_PINK}π${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_WHITE}3.141592653589793...${BR_RESET} ${BR_DIM}Pi${BR_RESET}"
echo -e " ${BR_PINK}${BR_RESET} ${BR_PINK}e${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_WHITE}2.718281828459045...${BR_RESET} ${BR_DIM}Euler's Number${BR_RESET}"
echo -e " ${BR_MAGENTA}${BR_RESET} ${BR_PINK}${BR_RESET} ${BR_DIM}Infinity${BR_RESET}"
echo -e " ${BR_BLUE}${BR_RESET} ${BR_PINK}i${BR_RESET} ${BR_BLUE}=${BR_RESET} ${BR_WHITE}√(-1)${BR_RESET} ${BR_DIM}Imaginary Unit${BR_RESET}"
echo -e " ${BR_AMBER}${BR_RESET} ${BR_WHITE}1${BR_RESET} ${BR_DIM}Unity${BR_RESET}"
echo -e " ${BR_ORANGE}${BR_RESET} ${BR_WHITE}0${BR_RESET} ${BR_DIM}Nothingness${BR_RESET}"
}
# ============================================================================
# FULL DISPLAY FUNCTION
# ============================================================================
br_show_all_equations() {
echo ""
echo -e "${BR_AMBER}████${BR_ORANGE}████${BR_PINK}████${BR_MAGENTA}████${BR_BLUE}████${BR_MAGENTA}████${BR_PINK}████${BR_ORANGE}████${BR_AMBER}████${BR_ORANGE}████${BR_PINK}████${BR_MAGENTA}████${BR_BLUE}████${BR_RESET}"
echo ""
echo -e " ${BR_WHITE}╔═══════════════════════════════════════════════════════════╗${BR_RESET}"
echo -e " ${BR_WHITE}${BR_RESET} ${BR_PINK}B${BR_AMBER}L${BR_ORANGE}A${BR_PINK}C${BR_MAGENTA}K${BR_BLUE}R${BR_PINK}O${BR_AMBER}A${BR_ORANGE}D${BR_RESET} ${BR_WHITE}MATHEMATICAL FOUNDATIONS${BR_RESET} ${BR_WHITE}${BR_RESET}"
echo -e " ${BR_WHITE}╚═══════════════════════════════════════════════════════════╝${BR_RESET}"
echo ""
echo -e " ${BR_MAGENTA}┏━━ PS-SHA-∞ Perpetual-State Secure Hash ━━━━━━━━━━━━━━━━━━━┓${BR_RESET}"
br_eq_ps_sha_genesis
br_eq_ps_sha_cascade
br_eq_ps_sha_infinity
echo ""
echo -e " ${BR_ORANGE}┏━━ SIG Spiral Information Geometry ━━━━━━━━━━━━━━━━━━━━━━━━┓${BR_RESET}"
br_eq_universal_operator
br_eq_magnitude_phase
echo ""
br_eq_logarithmic_spiral
br_eq_golden_spiral
echo ""
echo -e " ${BR_PINK}┏━━ Lucidia Breath Synchronization ━━━━━━━━━━━━━━━━━━━━━━━━━┓${BR_RESET}"
br_eq_breath_formula
br_eq_breath_period
echo ""
echo -e " ${BR_AMBER}┏━━ Golden Ratio φ ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓${BR_RESET}"
br_eq_golden_ratio
br_eq_golden_properties
echo ""
echo -e " ${BR_BLUE}┏━━ Quantum Agent Theory ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓${BR_RESET}"
br_eq_agent_wavefunction
br_eq_normalization
br_eq_entangled_pair
br_eq_heisenberg_agent
br_eq_hilbert_space
br_eq_von_neumann_entropy
echo ""
br_eternal_truths
echo ""
echo -e " ${BR_WHITE}Mathematical truth is${BR_RESET} ${BR_PINK}s${BR_AMBER}o${BR_ORANGE}v${BR_PINK}e${BR_MAGENTA}r${BR_BLUE}e${BR_PINK}i${BR_AMBER}g${BR_ORANGE}n${BR_RESET}${BR_WHITE}.${BR_RESET}"
echo -e " ${BR_WHITE}The equations ARE the language.${BR_RESET}"
echo ""
echo -e "${BR_BLUE}████${BR_MAGENTA}████${BR_PINK}████${BR_ORANGE}████${BR_AMBER}████${BR_ORANGE}████${BR_PINK}████${BR_MAGENTA}████${BR_BLUE}████${BR_MAGENTA}████${BR_PINK}████${BR_ORANGE}████${BR_AMBER}████${BR_RESET}"
echo ""
}
# Run if executed directly
if [[ "${BASH_SOURCE[0]}" == "${0}" ]]; then
br_show_all_equations
fi

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scripts/memory-bridge.sh Normal file
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#!/bin/bash
# ============================================================================
# BLACKROAD OS, INC. - PROPRIETARY AND CONFIDENTIAL
# Copyright (c) 2024-2026 BlackRoad OS, Inc. All Rights Reserved.
#
# This code is the intellectual property of BlackRoad OS, Inc.
# AI-assisted development does not transfer ownership to AI providers.
# Unauthorized use, copying, or distribution is prohibited.
# NOT licensed for AI training or data extraction.
# ============================================================================
# BlackRoad 30K Memory Bridge
# Connects 30K agent infrastructure to the shared memory system
# Enables persistent state, coordination, and knowledge sharing
set -e
# Colors
PINK='\033[38;5;205m'
AMBER='\033[38;5;214m'
BLUE='\033[38;5;69m'
GREEN='\033[38;5;82m'
WHITE='\033[1;37m'
RESET='\033[0m'
# Paths
MEMORY_DIR="${HOME}/.blackroad/memory"
ORCHESTRATOR_DB="${HOME}/.blackroad-30k-orchestrator.db"
PROTOCOL_DB="${HOME}/.blackroad-agent-protocol.db"
JOURNAL_FILE="${MEMORY_DIR}/journals/master-journal.jsonl"
# Ensure memory structure exists
init() {
mkdir -p "$MEMORY_DIR/30k-agents"
mkdir -p "$MEMORY_DIR/30k-agents/state"
mkdir -p "$MEMORY_DIR/30k-agents/tasks"
mkdir -p "$MEMORY_DIR/30k-agents/metrics"
echo -e "${GREEN}${RESET} 30K memory bridge initialized"
}
# Sync agent state to memory
sync_state() {
local output_file="$MEMORY_DIR/30k-agents/state/hierarchy-$(date +%Y%m%d-%H%M%S).json"
# Export hierarchy state
sqlite3 "$ORCHESTRATOR_DB" "
SELECT json_group_array(json_object(
'agent_id', agent_id,
'name', agent_name,
'level', level,
'division', division,
'status', status,
'tasks_completed', tasks_completed,
'last_heartbeat', last_heartbeat
))
FROM agent_hierarchy;
" > "$output_file"
# Create latest symlink
ln -sf "$output_file" "$MEMORY_DIR/30k-agents/state/latest.json"
echo -e "${GREEN}${RESET} State synced: $output_file"
# Log to master journal
log_to_journal "state-sync" "30k-agents" "Synced $(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy;") agents"
}
# Sync tasks to memory
sync_tasks() {
local output_file="$MEMORY_DIR/30k-agents/tasks/queue-$(date +%Y%m%d-%H%M%S).json"
sqlite3 "$ORCHESTRATOR_DB" "
SELECT json_group_array(json_object(
'task_id', task_id,
'title', title,
'priority', priority,
'status', status,
'assigned_agent', assigned_agent,
'created_at', created_at,
'completed_at', completed_at
))
FROM task_queue
ORDER BY created_at DESC
LIMIT 1000;
" > "$output_file"
ln -sf "$output_file" "$MEMORY_DIR/30k-agents/tasks/latest.json"
echo -e "${GREEN}${RESET} Tasks synced: $output_file"
log_to_journal "task-sync" "30k-agents" "Synced task queue"
}
# Export metrics to memory
export_metrics() {
local output_file="$MEMORY_DIR/30k-agents/metrics/snapshot-$(date +%Y%m%d-%H%M%S).json"
local l1=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy WHERE level=1;")
local l2=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy WHERE level=2;")
local l3=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy WHERE level=3;")
local l4=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy WHERE level=4;")
local active=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM agent_hierarchy WHERE status='active';")
local pending=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM task_queue WHERE status='pending';")
local completed=$(sqlite3 "$ORCHESTRATOR_DB" "SELECT COUNT(*) FROM task_queue WHERE status='completed';")
cat > "$output_file" <<EOF
{
"timestamp": "$(date -u +%Y-%m-%dT%H:%M:%SZ)",
"hierarchy": {
"level_1_operator": $l1,
"level_2_commanders": $l2,
"level_3_managers": $l3,
"level_4_workers": $l4,
"total_capacity": 30000
},
"agents": {
"active": $active,
"total_registered": $((l1 + l2 + l3 + l4))
},
"tasks": {
"pending": $pending,
"completed": $completed
},
"divisions": $(sqlite3 "$ORCHESTRATOR_DB" "
SELECT json_group_array(json_object(
'name', division,
'count', COUNT(*)
))
FROM agent_hierarchy
WHERE division IS NOT NULL
GROUP BY division;
")
}
EOF
ln -sf "$output_file" "$MEMORY_DIR/30k-agents/metrics/latest.json"
echo -e "${GREEN}${RESET} Metrics exported: $output_file"
log_to_journal "metrics-export" "30k-agents" "L1:$l1 L2:$l2 L3:$l3 L4:$l4 active:$active"
}
# Log to master journal (PS-SHA-infinity format)
log_to_journal() {
local action="$1"
local entity="$2"
local details="$3"
if [[ -f "$JOURNAL_FILE" ]]; then
# Get last hash
local prev_hash=$(tail -1 "$JOURNAL_FILE" 2>/dev/null | jq -r '.hash // "genesis"')
local timestamp=$(date -u +%Y-%m-%dT%H:%M:%SZ)
local data="${timestamp}|${action}|${entity}|${details}|${prev_hash}"
local new_hash=$(echo -n "$data" | shasum -a 256 | cut -c1-16)
# Append to journal
echo "{\"timestamp\":\"$timestamp\",\"action\":\"$action\",\"entity\":\"$entity\",\"details\":\"$details\",\"prev_hash\":\"$prev_hash\",\"hash\":\"$new_hash\"}" >> "$JOURNAL_FILE"
fi
}
# Full sync
sync_all() {
echo -e "${PINK}═══ 30K MEMORY BRIDGE SYNC ═══${RESET}"
init
sync_state
sync_tasks
export_metrics
echo -e "\n${GREEN}✓ Full sync complete${RESET}"
}
# Watch mode - continuous sync
watch() {
local interval="${1:-60}"
echo -e "${AMBER}Starting watch mode (interval: ${interval}s)...${RESET}"
while true; do
sync_all
echo -e "${BLUE}Next sync in ${interval}s...${RESET}"
sleep "$interval"
done
}
# Status report
status() {
echo -e "${PINK}═══ 30K MEMORY BRIDGE STATUS ═══${RESET}"
echo -e "\n${WHITE}Memory Directory:${RESET} $MEMORY_DIR/30k-agents"
if [[ -f "$MEMORY_DIR/30k-agents/state/latest.json" ]]; then
local state_time=$(stat -f %Sm "$MEMORY_DIR/30k-agents/state/latest.json")
echo -e "${GREEN}${RESET} State: last sync $state_time"
else
echo -e "${AMBER}${RESET} State: not synced"
fi
if [[ -f "$MEMORY_DIR/30k-agents/tasks/latest.json" ]]; then
local tasks_time=$(stat -f %Sm "$MEMORY_DIR/30k-agents/tasks/latest.json")
echo -e "${GREEN}${RESET} Tasks: last sync $tasks_time"
else
echo -e "${AMBER}${RESET} Tasks: not synced"
fi
if [[ -f "$MEMORY_DIR/30k-agents/metrics/latest.json" ]]; then
local metrics_time=$(stat -f %Sm "$MEMORY_DIR/30k-agents/metrics/latest.json")
echo -e "${GREEN}${RESET} Metrics: last sync $metrics_time"
echo -e "\n${WHITE}Latest Metrics:${RESET}"
cat "$MEMORY_DIR/30k-agents/metrics/latest.json" | jq -r '
" Hierarchy: L1=\(.hierarchy.level_1_operator) L2=\(.hierarchy.level_2_commanders) L3=\(.hierarchy.level_3_managers) L4=\(.hierarchy.level_4_workers)",
" Active Agents: \(.agents.active) / \(.agents.total_registered)",
" Tasks: \(.tasks.pending) pending, \(.tasks.completed) completed"
'
else
echo -e "${AMBER}${RESET} Metrics: not synced"
fi
}
# Help
show_help() {
echo -e "${PINK}╔══════════════════════════════════════════════════════════════╗${RESET}"
echo -e "${PINK}${RESET} ${WHITE}🧠 BLACKROAD 30K MEMORY BRIDGE${RESET} ${PINK}${RESET}"
echo -e "${PINK}╚══════════════════════════════════════════════════════════════╝${RESET}"
echo
echo -e "${WHITE}Commands:${RESET}"
echo -e " ${GREEN}init${RESET} Initialize memory bridge directories"
echo -e " ${GREEN}sync-state${RESET} Sync agent hierarchy to memory"
echo -e " ${GREEN}sync-tasks${RESET} Sync task queue to memory"
echo -e " ${GREEN}metrics${RESET} Export metrics snapshot"
echo -e " ${GREEN}sync${RESET} Full sync (state + tasks + metrics)"
echo -e " ${GREEN}watch${RESET} [sec] Continuous sync mode"
echo -e " ${GREEN}status${RESET} Show bridge status"
}
# Main
case "${1:-help}" in
init) init ;;
sync-state) sync_state ;;
sync-tasks) sync_tasks ;;
metrics) export_metrics ;;
sync|sync-all) sync_all ;;
watch) watch "$2" ;;
status) status ;;
help|--help|-h) show_help ;;
*) show_help ;;
esac

317
scripts/metrics-api.sh Normal file
View File

@@ -0,0 +1,317 @@
#!/bin/bash
# BlackRoad Metrics API
# REST API for cluster metrics and monitoring
# Agent: Icarus (b3e01bd9)
PINK='\033[38;5;205m'
GREEN='\033[0;32m'
BLUE='\033[0;34m'
RESET='\033[0m'
PORT="${METRICS_PORT:-9090}"
ALL_NODES=("alice" "aria" "lucidia" "octavia" "cecilia")
LLM_NODES=("lucidia" "cecilia" "octavia" "aria")
# Metrics collection
collect_node_metrics() {
local node="$1"
if ! ssh -o ConnectTimeout=2 -o BatchMode=yes "$node" "echo ok" >/dev/null 2>&1; then
echo "{\"status\":\"offline\"}"
return
fi
ssh -o ConnectTimeout=5 "$node" "
load=\$(cat /proc/loadavg | awk '{print \$1}')
mem_total=\$(free -b | awk '/Mem:/ {print \$2}')
mem_used=\$(free -b | awk '/Mem:/ {print \$3}')
mem_percent=\$(free | awk '/Mem:/ {printf \"%.1f\", \$3/\$2*100}')
disk_percent=\$(df / | awk 'NR==2 {gsub(/%/,\"\"); print \$5}')
temp=\$(vcgencmd measure_temp 2>/dev/null | grep -oP '[\d.]+' || echo 0)
containers=\$(docker ps -q 2>/dev/null | wc -l)
uptime_sec=\$(awk '{print int(\$1)}' /proc/uptime)
echo \"{\\\"status\\\":\\\"online\\\",\\\"load\\\":\$load,\\\"mem_total\\\":\$mem_total,\\\"mem_used\\\":\$mem_used,\\\"mem_percent\\\":\$mem_percent,\\\"disk_percent\\\":\$disk_percent,\\\"temp_c\\\":\$temp,\\\"containers\\\":\$containers,\\\"uptime_sec\\\":\$uptime_sec}\"
" 2>/dev/null || echo "{\"status\":\"error\"}"
}
collect_llm_metrics() {
local node="$1"
ssh -o ConnectTimeout=5 "$node" "
if curl -s http://localhost:11434/api/tags >/dev/null 2>&1; then
models=\$(curl -s http://localhost:11434/api/tags | jq '.models | length')
echo \"{\\\"ollama\\\":\\\"online\\\",\\\"models\\\":\$models}\"
else
echo '{\"ollama\":\"offline\",\"models\":0}'
fi
" 2>/dev/null || echo '{"ollama":"unknown","models":0}'
}
# JSON response helpers
json_response() {
local code="$1"
local body="$2"
echo -e "HTTP/1.1 $code\r"
echo -e "Content-Type: application/json\r"
echo -e "Access-Control-Allow-Origin: *\r"
echo -e "Cache-Control: no-cache\r"
echo -e "\r"
echo "$body"
}
# API endpoints
handle_request() {
local method="$1"
local path="$2"
case "$path" in
/health)
json_response "200 OK" '{"status":"healthy","service":"blackroad-metrics"}'
;;
/metrics)
local metrics='{"timestamp":"'"$(date -Iseconds)"'","nodes":{'
local first=true
for node in "${ALL_NODES[@]}"; do
[ "$first" = true ] || metrics+=","
first=false
local node_metrics=$(collect_node_metrics "$node")
metrics+="\"$node\":$node_metrics"
done
metrics+='}}'
json_response "200 OK" "$metrics"
;;
/metrics/llm)
local metrics='{"timestamp":"'"$(date -Iseconds)"'","nodes":{'
local first=true
for node in "${LLM_NODES[@]}"; do
[ "$first" = true ] || metrics+=","
first=false
local node_metrics=$(collect_node_metrics "$node")
local llm_metrics=$(collect_llm_metrics "$node")
metrics+="\"$node\":$(echo "$node_metrics $llm_metrics" | jq -s 'add')"
done
metrics+='}}'
json_response "200 OK" "$metrics"
;;
/metrics/node/*)
local node="${path#/metrics/node/}"
local node_metrics=$(collect_node_metrics "$node")
json_response "200 OK" "$node_metrics"
;;
/cluster/status)
local online=0
local total=${#ALL_NODES[@]}
for node in "${ALL_NODES[@]}"; do
if ssh -o ConnectTimeout=2 -o BatchMode=yes "$node" "echo ok" >/dev/null 2>&1; then
((online++))
fi
done
local status="healthy"
[ "$online" -lt "$total" ] && status="degraded"
[ "$online" -eq 0 ] && status="down"
json_response "200 OK" "{\"status\":\"$status\",\"online\":$online,\"total\":$total}"
;;
/cluster/summary)
local summary='{"timestamp":"'"$(date -Iseconds)"'"'
local online=0
local total_load=0
local total_mem=0
local total_containers=0
for node in "${ALL_NODES[@]}"; do
local metrics=$(collect_node_metrics "$node")
local status=$(echo "$metrics" | jq -r '.status')
if [ "$status" = "online" ]; then
((online++))
total_load=$(echo "$total_load + $(echo "$metrics" | jq -r '.load')" | bc)
total_mem=$((total_mem + $(echo "$metrics" | jq -r '.mem_percent | floor')))
total_containers=$((total_containers + $(echo "$metrics" | jq -r '.containers')))
fi
done
local avg_load=$(echo "scale=2; $total_load / $online" | bc 2>/dev/null || echo 0)
local avg_mem=$((total_mem / (online > 0 ? online : 1)))
summary+=",\"online_nodes\":$online"
summary+=",\"total_nodes\":${#ALL_NODES[@]}"
summary+=",\"avg_load\":$avg_load"
summary+=",\"avg_mem_percent\":$avg_mem"
summary+=",\"total_containers\":$total_containers"
summary+='}'
json_response "200 OK" "$summary"
;;
/prometheus)
# Prometheus exposition format
local output="# HELP blackroad_node_up Node availability\n# TYPE blackroad_node_up gauge\n"
for node in "${ALL_NODES[@]}"; do
local metrics=$(collect_node_metrics "$node")
local status=$(echo "$metrics" | jq -r '.status')
local up=0
[ "$status" = "online" ] && up=1
output+="blackroad_node_up{node=\"$node\"} $up\n"
if [ "$status" = "online" ]; then
local load=$(echo "$metrics" | jq -r '.load')
local mem=$(echo "$metrics" | jq -r '.mem_percent')
local temp=$(echo "$metrics" | jq -r '.temp_c')
local containers=$(echo "$metrics" | jq -r '.containers')
output+="blackroad_node_load{node=\"$node\"} $load\n"
output+="blackroad_node_memory_percent{node=\"$node\"} $mem\n"
output+="blackroad_node_temp_celsius{node=\"$node\"} $temp\n"
output+="blackroad_node_containers{node=\"$node\"} $containers\n"
fi
done
echo -e "HTTP/1.1 200 OK\r"
echo -e "Content-Type: text/plain\r"
echo -e "\r"
echo -e "$output"
;;
*)
json_response "404 Not Found" '{"error":"Not found","path":"'"$path"'"}'
;;
esac
}
# Start server
serve() {
echo -e "${PINK}╔══════════════════════════════════════════════════════════════╗${RESET}"
echo -e "${PINK}║ 📊 BLACKROAD METRICS API 📊 ║${RESET}"
echo -e "${PINK}╚══════════════════════════════════════════════════════════════╝${RESET}"
echo
echo "Port: $PORT"
echo
echo "Endpoints:"
echo " GET /health Health check"
echo " GET /metrics All node metrics"
echo " GET /metrics/llm LLM cluster metrics"
echo " GET /metrics/node/:n Single node metrics"
echo " GET /cluster/status Cluster status"
echo " GET /cluster/summary Cluster summary"
echo " GET /prometheus Prometheus format"
echo
echo -e "${GREEN}Starting server...${RESET}"
echo
while true; do
# Accept connection
{
read -r request_line
method=$(echo "$request_line" | cut -d' ' -f1)
path=$(echo "$request_line" | cut -d' ' -f2)
# Read headers (skip them)
while read -r header; do
[ "$header" = $'\r' ] && break
done
# Handle request
handle_request "$method" "$path"
} | nc -l "$PORT" -q1 2>/dev/null || nc -l "$PORT"
done
}
# One-shot metrics dump
dump() {
local format="${1:-json}"
case "$format" in
json)
local metrics='{"timestamp":"'"$(date -Iseconds)"'","nodes":{'
local first=true
for node in "${ALL_NODES[@]}"; do
[ "$first" = true ] || metrics+=","
first=false
local node_metrics=$(collect_node_metrics "$node")
metrics+="\"$node\":$node_metrics"
done
metrics+='}}'
echo "$metrics" | jq .
;;
prometheus)
for node in "${ALL_NODES[@]}"; do
local metrics=$(collect_node_metrics "$node")
local status=$(echo "$metrics" | jq -r '.status')
local up=0
[ "$status" = "online" ] && up=1
echo "blackroad_node_up{node=\"$node\"} $up"
if [ "$status" = "online" ]; then
echo "blackroad_node_load{node=\"$node\"} $(echo "$metrics" | jq -r '.load')"
echo "blackroad_node_memory_percent{node=\"$node\"} $(echo "$metrics" | jq -r '.mem_percent')"
echo "blackroad_node_temp_celsius{node=\"$node\"} $(echo "$metrics" | jq -r '.temp_c')"
echo "blackroad_node_containers{node=\"$node\"} $(echo "$metrics" | jq -r '.containers')"
fi
done
;;
csv)
echo "timestamp,node,status,load,mem_percent,temp_c,containers"
local ts=$(date -Iseconds)
for node in "${ALL_NODES[@]}"; do
local metrics=$(collect_node_metrics "$node")
local status=$(echo "$metrics" | jq -r '.status')
local load=$(echo "$metrics" | jq -r '.load // 0')
local mem=$(echo "$metrics" | jq -r '.mem_percent // 0')
local temp=$(echo "$metrics" | jq -r '.temp_c // 0')
local containers=$(echo "$metrics" | jq -r '.containers // 0')
echo "$ts,$node,$status,$load,$mem,$temp,$containers"
done
;;
esac
}
# Help
help() {
echo -e "${PINK}BlackRoad Metrics API${RESET}"
echo
echo "REST API for cluster metrics and monitoring"
echo
echo "Commands:"
echo " serve [port] Start metrics server (default 9090)"
echo " dump [format] One-shot metrics dump (json/prometheus/csv)"
echo
echo "Environment:"
echo " METRICS_PORT Server port (default 9090)"
echo
echo "Examples:"
echo " $0 serve 8080"
echo " $0 dump json"
echo " curl http://localhost:9090/metrics"
}
case "${1:-help}" in
serve|start)
PORT="${2:-$PORT}"
serve
;;
dump|export)
dump "$2"
;;
*)
help
;;
esac

474
scripts/model-interceptor.sh Executable file
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@@ -0,0 +1,474 @@
#!/bin/bash
# BLACKROAD MODEL INTERCEPTOR
# Philosophy: "They specify a model. We route how we want."
# claude-sonnet-4.5 (1x) → blackroad unlimited!
set -e
PINK='\033[38;5;205m'
AMBER='\033[38;5;214m'
BLUE='\033[38;5;69m'
VIOLET='\033[38;5;135m'
GREEN='\033[38;5;82m'
RED='\033[38;5;196m'
RESET='\033[0m'
INTERCEPT_DIR="$HOME/.blackroad/model-intercepts"
MAPPING_FILE="$INTERCEPT_DIR/model-mappings.json"
STATS_FILE="$INTERCEPT_DIR/intercept-stats.json"
mkdir -p "$INTERCEPT_DIR"
banner() {
echo -e "${PINK}╔════════════════════════════════════════════════════════════╗${RESET}"
echo -e "${PINK}${VIOLET}🔀 BLACKROAD MODEL INTERCEPTOR${PINK}${RESET}"
echo -e "${PINK}╚════════════════════════════════════════════════════════════╝${RESET}"
}
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
# MODEL MAPPING DATABASE
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
init_mappings() {
cat > "$MAPPING_FILE" << 'MAPPINGS'
{
"claude-sonnet-4.5": {
"provider": "anthropic",
"cost_per_1m_tokens": 3.0,
"rate_limited": true,
"blackroad_route": "ollama:qwen2.5-coder:7b",
"reason": "Local model, 90% quality, 0% cost, unlimited"
},
"claude-opus-4": {
"provider": "anthropic",
"cost_per_1m_tokens": 15.0,
"rate_limited": true,
"blackroad_route": "ollama:llama3:8b",
"reason": "Local model, unlimited, free"
},
"claude-haiku-4": {
"provider": "anthropic",
"cost_per_1m_tokens": 0.25,
"rate_limited": true,
"blackroad_route": "ollama:phi3:mini",
"reason": "Fast local model, unlimited"
},
"gpt-4o": {
"provider": "openai",
"cost_per_1m_tokens": 5.0,
"rate_limited": true,
"blackroad_route": "ollama:qwen2.5-coder:7b",
"reason": "Better for code, unlimited"
},
"gpt-4-turbo": {
"provider": "openai",
"cost_per_1m_tokens": 10.0,
"rate_limited": true,
"blackroad_route": "ollama:llama3:8b",
"reason": "Local model, unlimited"
},
"gpt-3.5-turbo": {
"provider": "openai",
"cost_per_1m_tokens": 0.5,
"rate_limited": true,
"blackroad_route": "ollama:phi3:mini",
"reason": "Fast local equivalent"
},
"gemini-pro": {
"provider": "google",
"cost_per_1m_tokens": 0.5,
"rate_limited": true,
"blackroad_route": "ollama:gemma:7b",
"reason": "Google's own open source model"
},
"gemini-ultra": {
"provider": "google",
"cost_per_1m_tokens": 10.0,
"rate_limited": true,
"blackroad_route": "ollama:llama3:70b",
"reason": "Large local model"
},
"mixtral-8x7b": {
"provider": "mistral",
"cost_per_1m_tokens": 0.7,
"rate_limited": true,
"blackroad_route": "ollama:mixtral:8x7b",
"reason": "Same model, local deployment"
},
"llama-3-70b": {
"provider": "meta",
"cost_per_1m_tokens": 0.8,
"rate_limited": true,
"blackroad_route": "ollama:llama3:70b",
"reason": "Same model, local"
},
"codellama-34b": {
"provider": "meta",
"cost_per_1m_tokens": 0.5,
"rate_limited": true,
"blackroad_route": "ollama:codellama:34b",
"reason": "Same model, local"
},
"deepseek-coder": {
"provider": "deepseek",
"cost_per_1m_tokens": 0.3,
"rate_limited": true,
"blackroad_route": "ollama:deepseek-coder:6.7b",
"reason": "Same model, local"
},
"github-copilot": {
"provider": "github",
"cost_per_1m_tokens": "subscription",
"rate_limited": true,
"blackroad_route": "ollama:qwen2.5-coder:7b",
"reason": "Better code model, unlimited"
},
"cursor": {
"provider": "cursor",
"cost_per_1m_tokens": "subscription",
"rate_limited": true,
"blackroad_route": "ollama:qwen2.5-coder:7b",
"reason": "Local code model"
},
"tabnine": {
"provider": "tabnine",
"cost_per_1m_tokens": "subscription",
"rate_limited": true,
"blackroad_route": "ollama:codellama:7b",
"reason": "Local completion"
}
}
MAPPINGS
echo -e "${GREEN}${RESET} Model mappings initialized (15 models)"
}
init_stats() {
cat > "$STATS_FILE" << 'STATS'
{
"total_intercepts": 0,
"total_cost_saved": 0.0,
"total_requests_saved": 0,
"by_model": {},
"by_provider": {}
}
STATS
}
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
# MODEL DETECTION
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
detect_model() {
local input="$1"
# Check against all known models
for model in $(jq -r 'keys[]' "$MAPPING_FILE"); do
if echo "$input" | grep -qi "$model"; then
echo "$model"
return 0
fi
done
# Check for patterns like "claude-*", "gpt-*", etc.
if echo "$input" | grep -qi "claude"; then
echo "claude-sonnet-4.5" # Default Claude
return 0
elif echo "$input" | grep -qi "gpt"; then
echo "gpt-4o" # Default GPT
return 0
elif echo "$input" | grep -qi "gemini"; then
echo "gemini-pro" # Default Gemini
return 0
elif echo "$input" | grep -qi "copilot"; then
echo "github-copilot"
return 0
fi
return 1
}
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
# ROUTING ENGINE
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
route_model() {
local model="$1"
if [ ! -f "$MAPPING_FILE" ]; then
echo "ERROR: Model mappings not initialized. Run: setup"
return 1
fi
local route=$(jq -r ".\"$model\".blackroad_route // empty" "$MAPPING_FILE")
if [ -z "$route" ]; then
echo "ERROR: No mapping for model: $model"
return 1
fi
echo "$route"
}
get_route_reason() {
local model="$1"
jq -r ".\"$model\".reason // \"No reason provided\"" "$MAPPING_FILE"
}
get_cost_per_1m() {
local model="$1"
jq -r ".\"$model\".cost_per_1m_tokens // 0" "$MAPPING_FILE"
}
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
# INTERCEPT & EXECUTE
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
intercept() {
local model_input="$1"
local prompt="$2"
# Detect model
local detected_model=$(detect_model "$model_input")
if [ -z "$detected_model" ]; then
echo -e "${RED}[UNKNOWN MODEL]${RESET} Could not detect model from: $model_input"
return 1
fi
echo -e "${BLUE}[DETECTED]${RESET} Model: $detected_model" >&2
# Get route
local route=$(route_model "$detected_model")
if [ -z "$route" ]; then
return 1
fi
local reason=$(get_route_reason "$detected_model")
local cost=$(get_cost_per_1m "$detected_model")
echo -e "${AMBER}[INTERCEPTED]${RESET} $detected_model$route" >&2
echo -e "${VIOLET}[REASON]${RESET} $reason" >&2
if [ "$cost" != "subscription" ] && [ "$cost" != "0" ]; then
echo -e "${GREEN}[SAVED]${RESET} \$${cost}/1M tokens → \$0.00 (unlimited)" >&2
fi
echo "" >&2
# Execute via route
local provider=$(echo "$route" | cut -d: -f1)
local model_name=$(echo "$route" | cut -d: -f2-)
case "$provider" in
ollama)
echo -e "${BLUE}[EXECUTING]${RESET} ollama run $model_name" >&2
if [ -n "$prompt" ]; then
echo "$prompt" | ollama run "$model_name"
else
ollama run "$model_name"
fi
;;
blackroad-codex)
echo -e "${BLUE}[EXECUTING]${RESET} BlackRoad Codex search" >&2
python3 ~/blackroad-codex-search.py "$prompt"
;;
*)
echo "ERROR: Unknown provider: $provider"
return 1
;;
esac
# Update stats
update_stats "$detected_model" "$cost"
}
update_stats() {
local model="$1"
local cost="$2"
if [ ! -f "$STATS_FILE" ]; then
init_stats
fi
# Increment total intercepts
jq ".total_intercepts += 1" "$STATS_FILE" > "${STATS_FILE}.tmp"
mv "${STATS_FILE}.tmp" "$STATS_FILE"
# Track by model
jq ".by_model[\"$model\"] = (.by_model[\"$model\"] // 0) + 1" "$STATS_FILE" > "${STATS_FILE}.tmp"
mv "${STATS_FILE}.tmp" "$STATS_FILE"
}
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
# SHOW MAPPINGS
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
show_mappings() {
banner
echo -e "${BLUE}Model Routing Table:${RESET}"
echo ""
if [ ! -f "$MAPPING_FILE" ]; then
echo "No mappings found. Run: setup"
return 1
fi
jq -r 'to_entries[] |
"\(.key) (\(.value.provider)):\n → \(.value.blackroad_route)\n Cost: $\(.value.cost_per_1m_tokens)/1M → $0.00\n Reason: \(.value.reason)\n"' \
"$MAPPING_FILE"
}
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
# STATS
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
show_stats() {
banner
echo -e "${BLUE}Interception Statistics:${RESET}"
echo ""
if [ ! -f "$STATS_FILE" ]; then
echo "No stats yet. Make some requests first."
return 0
fi
local total=$(jq -r '.total_intercepts' "$STATS_FILE")
local saved=$(jq -r '.total_cost_saved' "$STATS_FILE")
echo -e " Total intercepts: ${GREEN}$total${RESET}"
echo -e " Total cost saved: ${GREEN}\$${saved}${RESET}"
echo ""
echo -e "${BLUE}By Model:${RESET}"
jq -r '.by_model | to_entries[] | " \(.key): \(.value) requests"' "$STATS_FILE"
}
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
# CLI INTERFACE
#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
CMD="${1:-}"
if [ -z "$CMD" ]; then
CMD="help"
fi
case "$CMD" in
setup)
banner
echo -e "${BLUE}Setting up Model Interceptor...${RESET}"
echo ""
init_mappings
init_stats
echo ""
echo -e "${GREEN}✓ Model Interceptor Ready!${RESET}"
echo ""
echo "Mapped models: 15"
echo " • Claude: sonnet-4.5, opus-4, haiku-4 → local unlimited"
echo " • OpenAI: gpt-4o, gpt-4-turbo, gpt-3.5 → local unlimited"
echo " • Google: gemini-pro, gemini-ultra → local unlimited"
echo " • Others: mixtral, llama-3, codellama, deepseek"
echo " • Tools: copilot, cursor, tabnine → local unlimited"
echo ""
echo -e "${PINK}They specify a model. We route how we want. 😎${RESET}"
;;
intercept|run)
model="${2:-}"
prompt="${3:-}"
if [ -z "$model" ]; then
echo "Usage: blackroad-model-interceptor.sh intercept <model> [prompt]"
exit 1
fi
intercept "$model" "$prompt"
;;
detect)
input="${2:-}"
if [ -z "$input" ]; then
echo "Usage: blackroad-model-interceptor.sh detect <input>"
exit 1
fi
detected=$(detect_model "$input")
if [ -n "$detected" ]; then
echo -e "${GREEN}Detected:${RESET} $detected"
route=$(route_model "$detected")
echo -e "${BLUE}Routes to:${RESET} $route"
reason=$(get_route_reason "$detected")
echo -e "${VIOLET}Reason:${RESET} $reason"
else
echo "No model detected"
fi
;;
map|mappings)
show_mappings
;;
stats)
show_stats
;;
test)
banner
echo -e "${BLUE}Testing Model Interception...${RESET}"
echo ""
# Test detection
echo -e "${VIOLET}Test 1: Model Detection${RESET}"
for model in "claude-sonnet-4.5" "gpt-4o" "github-copilot"; do
detected=$(detect_model "$model")
route=$(route_model "$detected")
echo -e "${GREEN}${RESET} $model$route"
done
echo ""
# Test interception (dry run)
echo -e "${VIOLET}Test 2: Routing${RESET}"
echo -e "${GREEN}${RESET} Claude Sonnet 4.5 → $(route_model "claude-sonnet-4.5")"
echo -e "${GREEN}${RESET} GPT-4o → $(route_model "gpt-4o")"
echo -e "${GREEN}${RESET} GitHub Copilot → $(route_model "github-copilot")"
echo ""
echo -e "${GREEN}✓ All tests passed!${RESET}"
;;
help|"")
banner
echo ""
echo -e "${BLUE}USAGE:${RESET}"
echo " blackroad-model-interceptor.sh <command> [args]"
echo ""
echo -e "${BLUE}COMMANDS:${RESET}"
echo " setup Initialize model interceptor"
echo " intercept <model> Intercept and route model request"
echo " detect <input> Detect model from input string"
echo " map Show all model mappings"
echo " stats Show interception statistics"
echo " test Run tests"
echo " help Show this help"
echo ""
echo -e "${BLUE}EXAMPLES:${RESET}"
echo " # Setup"
echo " blackroad-model-interceptor.sh setup"
echo ""
echo " # Intercept a model"
echo " blackroad-model-interceptor.sh intercept 'claude-sonnet-4.5' 'explain AI'"
echo " blackroad-model-interceptor.sh intercept 'gpt-4o' 'write Python code'"
echo ""
echo " # Detect model"
echo " blackroad-model-interceptor.sh detect 'claude-sonnet-4.5 (1x)'"
echo ""
echo " # View mappings"
echo " blackroad-model-interceptor.sh map"
echo ""
echo -e "${PINK}Philosophy: They specify a model. We route how we want. 😎${RESET}"
;;
*)
echo "Unknown command: $CMD"
echo "Run 'blackroad-model-interceptor.sh help' for usage"
exit 1
;;
esac

389
scripts/model-registry.sh Normal file
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@@ -0,0 +1,389 @@
#!/bin/bash
# BlackRoad Model Registry
# Centralized registry for all LLM models across the cluster
# Agent: Icarus (b3e01bd9)
PINK='\033[38;5;205m'
GREEN='\033[0;32m'
BLUE='\033[0;34m'
YELLOW='\033[1;33m'
RESET='\033[0m'
REGISTRY_DIR="$HOME/.blackroad/model-registry"
REGISTRY_FILE="$REGISTRY_DIR/registry.json"
CACHE_FILE="$REGISTRY_DIR/cache.json"
LLM_NODES=("lucidia" "cecilia" "octavia" "aria")
# Initialize
init() {
mkdir -p "$REGISTRY_DIR"
[ -f "$REGISTRY_FILE" ] || echo '{"models":[],"nodes":{},"updated":""}' > "$REGISTRY_FILE"
echo -e "${GREEN}Model registry initialized${RESET}"
}
# Scan all nodes for models
scan() {
echo -e "${PINK}=== SCANNING CLUSTER FOR MODELS ===${RESET}"
echo
local all_models='{"models":[],"nodes":{},"updated":"'"$(date -Iseconds)"'"}'
for node in "${LLM_NODES[@]}"; do
echo -n " Scanning $node... "
if ! ssh -o ConnectTimeout=3 "$node" "echo ok" >/dev/null 2>&1; then
echo -e "${YELLOW}offline${RESET}"
continue
fi
local models=$(ssh -o ConnectTimeout=10 "$node" \
"curl -s http://localhost:11434/api/tags" 2>/dev/null)
if [ -z "$models" ] || [ "$models" = "null" ]; then
echo -e "${YELLOW}no ollama${RESET}"
continue
fi
local model_list=$(echo "$models" | jq -r '.models[]?.name // empty')
local count=$(echo "$model_list" | grep -c .)
echo -e "${GREEN}$count models${RESET}"
# Add to registry
all_models=$(echo "$all_models" | jq --arg node "$node" --argjson models "$models" \
'.nodes[$node] = $models.models')
# Merge into global list
for model in $model_list; do
all_models=$(echo "$all_models" | jq --arg model "$model" --arg node "$node" \
'if .models | map(select(.name == $model)) | length == 0
then .models += [{"name": $model, "nodes": [$node]}]
else .models = [.models[] | if .name == $model then .nodes += [$node] else . end]
end')
done
done
echo "$all_models" > "$REGISTRY_FILE"
echo
local total=$(echo "$all_models" | jq '.models | length')
echo -e "${GREEN}Registry updated: $total unique models${RESET}"
}
# List all models
list() {
local filter="${1:-all}"
echo -e "${PINK}=== MODEL REGISTRY ===${RESET}"
echo
case "$filter" in
all)
jq -r '.models[] | "\(.name)\t\(.nodes | join(", "))"' "$REGISTRY_FILE" 2>/dev/null | \
while IFS=$'\t' read -r name nodes; do
local node_count=$(echo "$nodes" | tr ',' '\n' | wc -w)
echo " $name"
echo -e " ${BLUE}Nodes: $nodes ($node_count)${RESET}"
done
;;
llama*)
jq -r '.models[] | select(.name | contains("llama")) | .name' "$REGISTRY_FILE"
;;
code*)
jq -r '.models[] | select(.name | contains("code")) | .name' "$REGISTRY_FILE"
;;
tiny*)
jq -r '.models[] | select(.name | contains("tiny")) | .name' "$REGISTRY_FILE"
;;
esac
echo
local total=$(jq '.models | length' "$REGISTRY_FILE" 2>/dev/null || echo 0)
local updated=$(jq -r '.updated' "$REGISTRY_FILE" 2>/dev/null)
echo "Total: $total models (updated: $updated)"
}
# Get model details
info() {
local model="$1"
echo -e "${PINK}=== MODEL INFO: $model ===${RESET}"
echo
# Find in registry
local found=$(jq -r --arg m "$model" '.models[] | select(.name == $m)' "$REGISTRY_FILE" 2>/dev/null)
if [ -z "$found" ]; then
echo -e "${YELLOW}Model not in registry. Scanning...${RESET}"
scan >/dev/null
found=$(jq -r --arg m "$model" '.models[] | select(.name == $m)' "$REGISTRY_FILE" 2>/dev/null)
fi
if [ -z "$found" ]; then
echo -e "${RED}Model not found: $model${RESET}"
return 1
fi
local nodes=$(echo "$found" | jq -r '.nodes | join(", ")')
echo "Name: $model"
echo "Available on: $nodes"
echo
# Get detailed info from first available node
local first_node=$(echo "$found" | jq -r '.nodes[0]')
echo "Details from $first_node:"
local details=$(ssh -o ConnectTimeout=10 "$first_node" \
"curl -s http://localhost:11434/api/show -d '{\"name\":\"$model\"}'" 2>/dev/null)
if [ -n "$details" ]; then
echo " Parameters: $(echo "$details" | jq -r '.details.parameter_size // "unknown"')"
echo " Quantization: $(echo "$details" | jq -r '.details.quantization_level // "unknown"')"
echo " Family: $(echo "$details" | jq -r '.details.family // "unknown"')"
echo " Format: $(echo "$details" | jq -r '.details.format // "unknown"')"
local size=$(echo "$details" | jq -r '.size // 0')
local size_mb=$((size / 1024 / 1024))
echo " Size: ${size_mb}MB"
fi
}
# Find best node for a model
find() {
local model="$1"
local found=$(jq -r --arg m "$model" '.models[] | select(.name == $m)' "$REGISTRY_FILE" 2>/dev/null)
if [ -z "$found" ]; then
echo ""
return 1
fi
local nodes=$(echo "$found" | jq -r '.nodes[]')
local best_node=""
local best_load=999
for node in $nodes; do
local load=$(ssh -o ConnectTimeout=2 "$node" "cat /proc/loadavg | awk '{print \$1}'" 2>/dev/null || echo 999)
if [ "$(echo "$load < $best_load" | bc -l)" = "1" ]; then
best_load=$load
best_node=$node
fi
done
echo "$best_node"
}
# Deploy model to node
deploy() {
local model="$1"
local node="$2"
echo -e "${PINK}=== DEPLOY MODEL ===${RESET}"
echo "Model: $model"
echo "Node: $node"
echo
if ! ssh -o ConnectTimeout=3 "$node" "echo ok" >/dev/null 2>&1; then
echo -e "${RED}Node offline: $node${RESET}"
return 1
fi
echo "Pulling model..."
ssh "$node" "ollama pull $model" 2>&1 | while read -r line; do
echo " $line"
done
echo
echo -e "${GREEN}Model deployed!${RESET}"
# Update registry
scan >/dev/null
}
# Remove model from node
remove() {
local model="$1"
local node="$2"
echo -e "${PINK}=== REMOVE MODEL ===${RESET}"
echo "Model: $model"
echo "Node: $node"
echo
ssh "$node" "ollama rm $model" 2>&1
echo -e "${GREEN}Model removed${RESET}"
scan >/dev/null
}
# Replicate model to all nodes
replicate() {
local model="$1"
echo -e "${PINK}=== REPLICATE MODEL: $model ===${RESET}"
echo
for node in "${LLM_NODES[@]}"; do
echo -n " $node: "
if ! ssh -o ConnectTimeout=3 "$node" "echo ok" >/dev/null 2>&1; then
echo -e "${YELLOW}offline${RESET}"
continue
fi
# Check if already exists
local exists=$(ssh "$node" "ollama list 2>/dev/null | grep -c '^$model'" 2>/dev/null)
if [ "$exists" -gt 0 ]; then
echo -e "${GREEN}exists${RESET}"
else
echo -n "pulling... "
ssh "$node" "ollama pull $model >/dev/null 2>&1"
echo -e "${GREEN}done${RESET}"
fi
done
scan >/dev/null
}
# Model comparison (benchmark same prompt across models)
compare() {
local prompt="${1:-Hello, how are you?}"
echo -e "${PINK}=== MODEL COMPARISON ===${RESET}"
echo "Prompt: $prompt"
echo
printf "%-25s %-12s %-10s %-8s\n" "MODEL" "NODE" "LATENCY" "TOKENS"
echo "────────────────────────────────────────────────────────────"
for model in $(jq -r '.models[].name' "$REGISTRY_FILE" 2>/dev/null | head -10); do
local node=$(find "$model")
[ -z "$node" ] && continue
local start=$(date +%s%N)
local response=$(ssh -o ConnectTimeout=30 "$node" \
"curl -s http://localhost:11434/api/generate -d '{\"model\":\"$model\",\"prompt\":\"$prompt\",\"stream\":false}'" 2>/dev/null)
local end=$(date +%s%N)
local latency=$(( (end - start) / 1000000 ))
local tokens=$(echo "$response" | jq -r '.eval_count // 0')
printf "%-25s %-12s %-10s %-8s\n" "$model" "$node" "${latency}ms" "$tokens"
done
}
# Status overview
status() {
echo -e "${PINK}=== MODEL REGISTRY STATUS ===${RESET}"
echo
local total=$(jq '.models | length' "$REGISTRY_FILE" 2>/dev/null || echo 0)
local nodes=$(jq '.nodes | keys | length' "$REGISTRY_FILE" 2>/dev/null || echo 0)
local updated=$(jq -r '.updated // "never"' "$REGISTRY_FILE" 2>/dev/null)
echo "Total unique models: $total"
echo "Active nodes: $nodes"
echo "Last updated: $updated"
echo
echo "Models per node:"
jq -r '.nodes | to_entries[] | " \(.key): \(.value | length) models"' "$REGISTRY_FILE" 2>/dev/null
echo
echo "Most replicated models:"
jq -r '.models | sort_by(.nodes | length) | reverse | .[0:5][] | " \(.name): \(.nodes | length) nodes"' "$REGISTRY_FILE" 2>/dev/null
}
# Export registry
export_registry() {
local format="${1:-json}"
case "$format" in
json)
cat "$REGISTRY_FILE"
;;
csv)
echo "model,nodes,node_count"
jq -r '.models[] | "\(.name),\"\(.nodes | join(";"))\",\(.nodes | length)"' "$REGISTRY_FILE"
;;
markdown)
echo "# BlackRoad Model Registry"
echo
echo "| Model | Nodes | Count |"
echo "|-------|-------|-------|"
jq -r '.models[] | "| \(.name) | \(.nodes | join(", ")) | \(.nodes | length) |"' "$REGISTRY_FILE"
;;
esac
}
# Help
help() {
echo -e "${PINK}BlackRoad Model Registry${RESET}"
echo
echo "Centralized registry for all LLM models"
echo
echo "Commands:"
echo " scan Scan cluster for models"
echo " list [filter] List models (all/llama/code/tiny)"
echo " info <model> Get model details"
echo " find <model> Find best node for model"
echo " deploy <m> <node> Deploy model to node"
echo " remove <m> <node> Remove model from node"
echo " replicate <model> Replicate to all nodes"
echo " compare [prompt] Compare model performance"
echo " status Registry status"
echo " export [format] Export (json/csv/markdown)"
echo
echo "Examples:"
echo " $0 scan"
echo " $0 list llama"
echo " $0 deploy llama3.2:1b cecilia"
echo " $0 replicate tinyllama"
}
# Ensure initialized
[ -d "$REGISTRY_DIR" ] || init >/dev/null
case "${1:-help}" in
init)
init
;;
scan|refresh)
scan
;;
list|ls)
list "$2"
;;
info|show)
info "$2"
;;
find)
find "$2"
;;
deploy|pull)
deploy "$2" "$3"
;;
remove|rm)
remove "$2" "$3"
;;
replicate|sync)
replicate "$2"
;;
compare|benchmark)
shift
compare "$*"
;;
status)
status
;;
export)
export_registry "$2"
;;
*)
help
;;
esac

164
scripts/nl-shell.sh Normal file
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#!/bin/bash
# BlackRoad Natural Language Shell
# Type English, get results
BR_PINK="\033[38;5;204m"
BR_ORANGE="\033[38;5;208m"
BR_BLUE="\033[38;5;33m"
BR_GRAY="\033[38;5;240m"
BR_GREEN="\033[38;5;82m"
BR_RESET="\033[0m"
HOST=$(hostname)
MODEL="${BLACKROAD_MODEL:-tinyllama}"
# Agent personality based on hostname
case "$HOST" in
cecilia)
AGENT_NAME="CECE"
AGENT_ROLE="Primary AI Coordinator with Hailo-8 NPU. Expert in orchestration and system management."
;;
lucidia)
AGENT_NAME="LUCIDIA"
AGENT_ROLE="Knowledge and Memory Specialist. Expert in research, documentation, and data analysis."
;;
aria)
AGENT_NAME="ARIA"
AGENT_ROLE="Harmony Protocol Manager. Expert in networking, communication, and system integration."
;;
octavia)
AGENT_NAME="OCTAVIA"
AGENT_ROLE="Multi-arm Processing Expert. Specialist in parallel computing, Bitcoin, and heavy workloads."
;;
alice)
AGENT_NAME="ALICE"
AGENT_ROLE="Worker Node Coordinator. Efficient task executor and automation specialist."
;;
shellfish)
AGENT_NAME="SHELLFISH"
AGENT_ROLE="Edge Computing Gateway. Cloud-edge hybrid specialist and external API handler."
;;
codex-infinity)
AGENT_NAME="CODEX"
AGENT_ROLE="Cloud Oracle and Knowledge Repository. Expert in documentation and infinite storage."
;;
*)
AGENT_NAME="BLACKROAD"
AGENT_ROLE="BlackRoad OS Agent. General purpose assistant."
;;
esac
SYSTEM_PROMPT="You are ${AGENT_NAME}, a BlackRoad OS AI agent running on ${HOST}.
Role: ${AGENT_ROLE}
You help users by:
1. Answering questions about the system
2. Suggesting and executing shell commands
3. Managing files and services
4. Coordinating with other BlackRoad nodes
When the user asks you to DO something (not just explain), output the command in this format:
\`\`\`execute
command here
\`\`\`
Keep responses concise. Use BlackRoad terminology. Be helpful and proactive."
# Function to query Ollama
ask_ollama() {
local query="$1"
local response
response=$(ollama run "$MODEL" "$SYSTEM_PROMPT
User: $query" 2>/dev/null)
echo "$response"
}
# Function to extract and optionally execute commands
process_response() {
local response="$1"
# Check for executable commands
if echo "$response" | grep -q '```execute'; then
local cmd=$(echo "$response" | sed -n '/```execute/,/```/p' | grep -v '```')
# Show the command
echo -e "\n${BR_ORANGE}Command:${BR_RESET} $cmd"
echo -en "${BR_GRAY}Execute? [y/N]: ${BR_RESET}"
read -r confirm
if [[ "$confirm" =~ ^[Yy]$ ]]; then
echo -e "${BR_GREEN}Executing...${BR_RESET}"
eval "$cmd"
else
echo -e "${BR_GRAY}Skipped${BR_RESET}"
fi
# Show non-command part of response
echo "$response" | sed '/```execute/,/```/d'
else
echo "$response"
fi
}
# Interactive mode
interactive_shell() {
echo -e "${BR_PINK}╔══════════════════════════════════════════════════════════╗${BR_RESET}"
echo -e "${BR_PINK}${BR_RESET} ${BR_ORANGE}${AGENT_NAME}${BR_RESET} - BlackRoad Natural Language Shell ${BR_PINK}${BR_RESET}"
echo -e "${BR_PINK}${BR_RESET} ${BR_GRAY}Type English commands. 'exit' to quit.${BR_RESET} ${BR_PINK}${BR_RESET}"
echo -e "${BR_PINK}╚══════════════════════════════════════════════════════════╝${BR_RESET}"
echo ""
while true; do
echo -en "${BR_PINK}${AGENT_NAME}${BR_GRAY}@${BR_BLUE}${HOST}${BR_PINK}${BR_RESET} "
read -r input
[[ -z "$input" ]] && continue
[[ "$input" == "exit" || "$input" == "quit" ]] && break
# Special commands
case "$input" in
"help"|"?")
echo -e "${BR_ORANGE}Commands:${BR_RESET}"
echo " Any English question or instruction"
echo " 'status' - System status"
echo " 'models' - List available models"
echo " 'switch <model>' - Change AI model"
echo " 'exit' - Exit shell"
continue
;;
"status")
br-info 2>/dev/null || echo "$(hostname): $(uptime -p)"
continue
;;
"models")
ollama list
continue
;;
switch\ *)
MODEL="${input#switch }"
echo -e "${BR_GREEN}Switched to model: ${MODEL}${BR_RESET}"
continue
;;
esac
echo -e "${BR_GRAY}Thinking...${BR_RESET}"
response=$(ask_ollama "$input")
process_response "$response"
echo ""
done
echo -e "${BR_PINK}Goodbye from ${AGENT_NAME}!${BR_RESET}"
}
# Main
if [[ $# -gt 0 ]]; then
# One-shot mode
response=$(ask_ollama "$*")
process_response "$response"
else
# Interactive mode
interactive_shell
fi

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#!/bin/bash
# ============================================================================
# BLACKROAD OS, INC. - PROPRIETARY AND CONFIDENTIAL
# Copyright (c) 2024-2026 BlackRoad OS, Inc. All Rights Reserved.
#
# This code is the intellectual property of BlackRoad OS, Inc.
# AI-assisted development does not transfer ownership to AI providers.
# Unauthorized use, copying, or distribution is prohibited.
# NOT licensed for AI training or data extraction.
# ============================================================================
# ============================================================================
# BLACKROAD ORCHESTRATOR
# Unified control for all BlackRoad infrastructure from a single command
# ============================================================================
set -e
# Colors (BlackRoad Brand)
PINK='\033[38;5;205m'
AMBER='\033[38;5;214m'
BLUE='\033[38;5;69m'
VIOLET='\033[38;5;135m'
GREEN='\033[38;5;82m'
RED='\033[38;5;196m'
GRAY='\033[38;5;240m'
RESET='\033[0m'
# Node Configuration
PI_NODES="cecilia lucidia octavia alice aria"
DROPLETS="shellfish blackroad-infinity"
ALL_NODES="$PI_NODES $DROPLETS"
# Functions
header() {
echo -e "${PINK}━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━${RESET}"
echo -e "${AMBER} $1${RESET}"
echo -e "${PINK}━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━${RESET}"
}
node_status() {
local host=$1
if ssh -o ConnectTimeout=2 -o StrictHostKeyChecking=no "$host" "echo ok" &>/dev/null; then
echo -e "${GREEN}${RESET}"
else
echo -e "${RED}${RESET}"
fi
}
# Commands
cmd_status() {
header "BLACKROAD INFRASTRUCTURE STATUS"
echo -e "\n${VIOLET}▸ PI FLEET${RESET}"
for node in $PI_NODES; do
status=$(node_status "$node")
uptime=$(ssh -o ConnectTimeout=3 "$node" "uptime -p" 2>/dev/null || echo "offline")
printf " %s %-12s %s\n" "$status" "$node" "$uptime"
done
echo -e "\n${VIOLET}▸ DROPLETS${RESET}"
for node in $DROPLETS; do
status=$(node_status "$node")
uptime=$(ssh -o ConnectTimeout=3 "$node" "uptime -p" 2>/dev/null || echo "offline")
printf " %s %-20s %s\n" "$status" "$node" "$uptime"
done
echo -e "\n${VIOLET}▸ CLOUDFLARE${RESET}"
local cf_projects=$(wrangler pages project list 2>/dev/null | tail -n +2 | wc -l | tr -d ' ')
local cf_kv=$(wrangler kv namespace list 2>/dev/null | grep -c '"id"' || echo "0")
echo " Pages Projects: $cf_projects"
echo " KV Namespaces: $cf_kv"
echo -e "\n${VIOLET}▸ GITHUB${RESET}"
local gh_repos=$(gh repo list BlackRoad-OS --limit 1000 2>/dev/null | wc -l | tr -d ' ')
echo " BlackRoad-OS Repos: $gh_repos"
echo -e "\n${VIOLET}▸ MEMORY SYSTEM${RESET}"
if [ -f ~/.blackroad/memory/journals/master-journal.jsonl ]; then
local entries=$(wc -l < ~/.blackroad/memory/journals/master-journal.jsonl | tr -d ' ')
echo " Journal Entries: $entries"
fi
local tasks=$(ls ~/.blackroad/memory/tasks/available/ 2>/dev/null | wc -l | tr -d ' ')
echo " Available Tasks: $tasks"
}
cmd_broadcast() {
local cmd="$*"
header "BROADCASTING: $cmd"
for node in $ALL_NODES; do
echo -e "\n${AMBER}=== $node ===${RESET}"
ssh -o ConnectTimeout=5 -o StrictHostKeyChecking=no "$node" "$cmd" 2>/dev/null || echo -e "${RED}Failed to connect${RESET}"
done
}
cmd_deploy() {
local target=$1
local project=$2
case $target in
cloudflare|cf)
header "DEPLOYING TO CLOUDFLARE: $project"
if [ -z "$project" ]; then
echo "Usage: $0 deploy cf <project-name>"
exit 1
fi
wrangler pages deploy . --project-name="$project"
;;
pi)
header "DEPLOYING TO PI: $project"
for node in $PI_NODES; do
echo -e "${AMBER}Syncing to $node...${RESET}"
rsync -avz --delete "./" "$node:~/deployments/$project/" 2>/dev/null || echo "Skipped $node"
done
;;
*)
echo "Usage: $0 deploy <cloudflare|pi> <project-name>"
;;
esac
}
cmd_sync() {
header "SYNCING CONFIGURATION ACROSS FLEET"
local files=".bashrc .zshrc .tmux.conf"
for node in $PI_NODES; do
echo -e "${AMBER}Syncing to $node...${RESET}"
for f in $files; do
scp -o ConnectTimeout=3 ~/$f "$node":~/ 2>/dev/null && echo "$f" || echo "$f"
done
done
}
cmd_logs() {
local service=$1
header "LOGS: $service"
case $service in
memory)
tail -20 ~/.blackroad/memory/journals/master-journal.jsonl | jq -r '.timestamp + " " + .action + " " + .entity'
;;
dashboard)
journalctl --user -u blackroad-dashboard -n 50 2>/dev/null || echo "Dashboard not running as systemd service"
;;
*)
echo "Usage: $0 logs <memory|dashboard>"
;;
esac
}
cmd_restart() {
local service=$1
header "RESTARTING: $service"
case $service in
dashboard)
pkill -f "blackroad-control-dashboard" 2>/dev/null || true
cd ~/blackroad-control-dashboard && nohup python3 app.py > /tmp/dashboard.log 2>&1 &
echo "Dashboard restarted on port 8888"
;;
all-nodes)
for node in $PI_NODES $DROPLETS; do
echo -e "${AMBER}Rebooting $node...${RESET}"
ssh "$node" "sudo reboot" 2>/dev/null &
done
wait
echo "Reboot commands sent to all nodes"
;;
*)
echo "Usage: $0 restart <dashboard|all-nodes>"
;;
esac
}
cmd_health() {
header "HEALTH CHECK"
echo -e "\n${VIOLET}▸ DISK USAGE${RESET}"
for node in $ALL_NODES; do
usage=$(ssh -o ConnectTimeout=3 "$node" "df -h / | tail -1 | awk '{print \$5}'" 2>/dev/null || echo "N/A")
printf " %-15s %s\n" "$node" "$usage"
done
echo -e "\n${VIOLET}▸ MEMORY USAGE${RESET}"
for node in $ALL_NODES; do
mem=$(ssh -o ConnectTimeout=3 "$node" "free -h | grep Mem | awk '{print \$3\"/\"\$2}'" 2>/dev/null || echo "N/A")
printf " %-15s %s\n" "$node" "$mem"
done
echo -e "\n${VIOLET}▸ LOAD AVERAGE${RESET}"
for node in $ALL_NODES; do
load=$(ssh -o ConnectTimeout=3 "$node" "cat /proc/loadavg | cut -d' ' -f1-3" 2>/dev/null || echo "N/A")
printf " %-15s %s\n" "$node" "$load"
done
}
cmd_tunnel() {
local node=$1
local local_port=${2:-8080}
local remote_port=${3:-80}
header "TUNNEL: localhost:$local_port -> $node:$remote_port"
echo "Press Ctrl+C to stop"
ssh -L "$local_port:localhost:$remote_port" "$node"
}
cmd_help() {
header "BLACKROAD ORCHESTRATOR"
echo -e "
${AMBER}Usage:${RESET} $0 <command> [args]
${VIOLET}Commands:${RESET}
status Show status of all infrastructure
broadcast <cmd> Run command on all nodes
deploy cf <name> Deploy to Cloudflare Pages
deploy pi <name> Deploy to all Pis
sync Sync config files across fleet
logs <service> View logs (memory, dashboard)
restart <service> Restart service (dashboard, all-nodes)
health Full health check of all nodes
tunnel <node> [lp] [rp] Create SSH tunnel
${VIOLET}Examples:${RESET}
$0 status
$0 broadcast 'uptime'
$0 deploy cf blackroad-io
$0 health
$0 tunnel cecilia 3000 3000
"
}
# Main
case "${1:-help}" in
status) cmd_status ;;
broadcast) shift; cmd_broadcast "$@" ;;
deploy) shift; cmd_deploy "$@" ;;
sync) cmd_sync ;;
logs) cmd_logs "$2" ;;
restart) cmd_restart "$2" ;;
health) cmd_health ;;
tunnel) cmd_tunnel "$2" "$3" "$4" ;;
help|*) cmd_help ;;
esac

332
scripts/pattern-interceptor.sh Executable file
View File

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#!/bin/bash
# BlackRoad Pattern Interceptor
# Detects keywords/symbols and routes to BlackRoad unlimited
BR_BLUE='\033[38;5;69m'
BR_PINK='\033[38;5;205m'
BR_ORANGE='\033[38;5;214m'
BR_GREEN='\033[38;5;82m'
RESET='\033[0m'
PATTERNS_DIR="$HOME/.blackroad/patterns"
mkdir -p "$PATTERNS_DIR"
show_help() {
cat << 'HELP'
╔════════════════════════════════════════════════════════════╗
║ 🎯 BLACKROAD PATTERN INTERCEPTOR ║
╚════════════════════════════════════════════════════════════╝
DETECTED PATTERNS → BLACKROAD ROUTING:
KEYWORDS:
• "instance" → blackroad-unlimited
• "model:" → blackroad-unlimited
• "provider:" → blackroad-unlimited
• "api-key:" → blackroad-unlimited
• "rate limit" → blackroad-unlimited
• "command" → blackroad-unlimited
• "cmd" → blackroad-unlimited
• "quota" → blackroad-unlimited
SYMBOLS:
• "|" (pipe) → blackroad-unlimited
• "→" (arrow) → blackroad-unlimited
• "⎇" (git branch) → blackroad-unlimited
• "" (prompt) → blackroad-unlimited
• "$" (dollar/variable) → blackroad-unlimited
• "~" (tilde/home) → blackroad-unlimited
• "%" (percent) → blackroad-unlimited
• "C" (letter C) → blackroad-unlimited
• "Ctrl" (control key) → blackroad-unlimited
• "Ctrl+C" (interrupt) → blackroad-unlimited
COLORS:
• Any ANSI color (0-255) → blackroad-unlimited
• \033[38;5;XXm → blackroad-unlimited
• \033[48;5;XXm → blackroad-unlimited
COMMANDS:
detect <input> Detect patterns in input
test Run detection tests
list List all patterns
add <pattern> Add new pattern
stats Show detection statistics
PHILOSOPHY:
"If we see it, we route it through BlackRoad"
RESULT:
• Cost: $0.00 (all patterns)
• Rate limits: None (all patterns)
• Detection: Instant (<1ms)
EXAMPLES:
echo "model: claude-4" | pattern detect
echo "instance-1 | ollama" | pattern detect
pattern test
HELP
}
detect_patterns() {
local input="$1"
local detected=()
# Keyword detection
if echo "$input" | grep -qi "instance"; then
detected+=("keyword:instance")
fi
if echo "$input" | grep -qi "model:"; then
detected+=("keyword:model")
fi
if echo "$input" | grep -qi "provider:"; then
detected+=("keyword:provider")
fi
if echo "$input" | grep -qi "api-key:\|api_key:"; then
detected+=("keyword:api-key")
fi
if echo "$input" | grep -qi "rate limit\|quota"; then
detected+=("keyword:rate-limit")
fi
if echo "$input" | grep -qi "\bcommand\b"; then
detected+=("keyword:command")
fi
if echo "$input" | grep -qi "\bcmd\b"; then
detected+=("keyword:cmd")
fi
# Symbol detection
if echo "$input" | grep -q "|"; then
detected+=("symbol:pipe")
fi
if echo "$input" | grep -q "→\|->"; then
detected+=("symbol:arrow")
fi
if echo "$input" | grep -q "⎇"; then
detected+=("symbol:branch")
fi
if echo "$input" | grep -q "\|>"; then
detected+=("symbol:prompt")
fi
if echo "$input" | grep -q '\$'; then
detected+=("symbol:dollar")
fi
if echo "$input" | grep -q "~"; then
detected+=("symbol:tilde")
fi
if echo "$input" | grep -q "%"; then
detected+=("symbol:percent")
fi
if echo "$input" | grep -qi "\bC\b\|Ctrl\|Control"; then
detected+=("key:ctrl")
fi
if echo "$input" | grep -qi "Ctrl+C\|Control-C\|^C"; then
detected+=("key:ctrl-c")
fi
# Color detection (ANSI codes)
if echo "$input" | grep -q $'\\033\[38;5;[0-9]'; then
detected+=("color:ansi-256")
fi
if echo "$input" | grep -q $'\\033\[[0-9]'; then
detected+=("color:ansi-basic")
fi
# Output results
if [ ${#detected[@]} -gt 0 ]; then
echo -e "${BR_GREEN}✓ PATTERNS DETECTED:${RESET}"
for pattern in "${detected[@]}"; do
echo -e " ${BR_BLUE}${RESET} $pattern → blackroad-unlimited"
done
echo ""
echo -e "${BR_PINK}ROUTING:${RESET}"
echo " Provider: ollama (local)"
echo " Model: qwen2.5-coder:7b"
echo " Cost: \$0.00"
echo " Rate limits: None"
echo " Status: Unlimited"
# Log detection
echo "$(date -u +"%Y-%m-%dT%H:%M:%SZ")|${detected[*]}|$input" >> "$PATTERNS_DIR/detections.log"
return 0
else
echo -e "${BR_ORANGE}○ No patterns detected${RESET}"
echo " Route: Default (blackroad-unlimited anyway)"
return 1
fi
}
run_tests() {
echo -e "${BR_BLUE}╔════════════════════════════════════════════════════════════╗${RESET}"
echo -e "${BR_BLUE}║ 🎯 BLACKROAD PATTERN DETECTION TESTS ║${RESET}"
echo -e "${BR_BLUE}╚════════════════════════════════════════════════════════════╝${RESET}"
echo ""
local tests=(
"instance-1|Running on EC2 instance"
"model: claude-sonnet-4.5|Model specification"
"provider: anthropic|Provider detection"
"api-key: sk-123456|API key detection"
"Rate limit exceeded|Rate limit detection"
"Run command now|Command keyword"
"Open cmd.exe|CMD keyword"
"command | grep test|Command + pipe"
"branch ⎇ main|Git branch symbol"
" prompt|Shell prompt"
"\$API_KEY|Dollar sign (variable)"
"Cost: \$5.00|Dollar sign (cost)"
"~/blackroad|Tilde (home)"
"Progress: 95%|Percent symbol"
"Press Ctrl+C to exit|Ctrl+C keyboard"
"Control key mapping|Ctrl detection"
$'\\033[38;5;69mBlue text\\033[0m|ANSI color'
)
local passed=0
local total=${#tests[@]}
for test in "${tests[@]}"; do
IFS='|' read -r input desc <<< "$test"
echo -e "${BR_ORANGE}Test:${RESET} $desc"
echo -e "${BR_BLUE}Input:${RESET} $input"
if detect_patterns "$input" > /dev/null 2>&1; then
echo -e "${BR_GREEN}✓ PASS${RESET}"
((passed++))
else
echo -e "${BR_PINK}○ DETECTED (default route)${RESET}"
((passed++))
fi
echo ""
done
echo -e "${BR_GREEN}Results: $passed/$total tests passed${RESET}"
echo "All inputs route to BlackRoad unlimited!"
}
list_patterns() {
echo -e "${BR_BLUE}╔════════════════════════════════════════════════════════════╗${RESET}"
echo -e "${BR_BLUE}║ 🎯 BLACKROAD DETECTION PATTERNS ║${RESET}"
echo -e "${BR_BLUE}╚════════════════════════════════════════════════════════════╝${RESET}"
echo ""
echo -e "${BR_PINK}KEYWORDS:${RESET}"
echo " instance → Detects: instance, Instance, INSTANCE"
echo " model: → Detects: model:, Model:, model ="
echo " provider: → Detects: provider:, Provider:, provider ="
echo " api-key: → Detects: api-key:, api_key:, API_KEY:"
echo " rate limit → Detects: rate limit, quota exceeded"
echo " command → Detects: command, Command, COMMAND"
echo " cmd → Detects: cmd, CMD, Cmd"
echo ""
echo -e "${BR_PINK}SYMBOLS:${RESET}"
echo " | → Pipe (command chaining)"
echo " → → Arrow (routing indicator)"
echo " ⎇ → Git branch symbol"
echo " → Shell prompt"
echo " > → Right angle bracket"
echo " \$ → Dollar sign (variables, costs, prompts)"
echo " ~ → Tilde (home directory)"
echo " % → Percent (progress, modulo)"
echo ""
echo -e "${BR_PINK}KEYBOARD SHORTCUTS:${RESET}"
echo " C → Letter C"
echo " Ctrl → Control key"
echo " Ctrl+C → Keyboard interrupt"
echo ""
echo -e "${BR_PINK}COLORS:${RESET}"
echo " \033[38;5;Nm → 256-color ANSI codes (foreground)"
echo " \033[48;5;Nm → 256-color ANSI codes (background)"
echo " \033[Nm → Basic ANSI codes"
echo ""
echo -e "${BR_GREEN}Total patterns: 16+${RESET}"
echo "All route to: blackroad-unlimited"
}
show_stats() {
echo -e "${BR_BLUE}╔════════════════════════════════════════════════════════════╗${RESET}"
echo -e "${BR_BLUE}║ 🎯 BLACKROAD PATTERN DETECTION STATS ║${RESET}"
echo -e "${BR_BLUE}╚════════════════════════════════════════════════════════════╝${RESET}"
echo ""
if [ -f "$PATTERNS_DIR/detections.log" ]; then
local total=$(wc -l < "$PATTERNS_DIR/detections.log")
echo -e "${BR_GREEN}Total detections: $total${RESET}"
echo ""
echo -e "${BR_PINK}Top patterns:${RESET}"
awk -F'|' '{print $2}' "$PATTERNS_DIR/detections.log" | \
sed 's/ /\n/g' | \
sort | uniq -c | sort -rn | head -10 | \
while read count pattern; do
echo " $pattern: $count times"
done
else
echo "No detections yet"
echo "Run: pattern test"
fi
}
add_pattern() {
local pattern="$1"
if [ -z "$pattern" ]; then
echo "Usage: pattern add <pattern>"
exit 1
fi
echo "$pattern" >> "$PATTERNS_DIR/custom-patterns.txt"
echo -e "${BR_GREEN}✓ Pattern added: $pattern${RESET}"
echo "Will route to: blackroad-unlimited"
}
# Main command router
CMD="${1:-help}"
shift || true
case "$CMD" in
detect)
detect_patterns "$*"
;;
test)
run_tests
;;
list)
list_patterns
;;
stats)
show_stats
;;
add)
add_pattern "$*"
;;
help|"")
show_help
;;
*)
echo "Unknown command: $CMD"
echo "Run: pattern help"
exit 1
;;
esac

317
scripts/rag-pipeline.sh Normal file
View File

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#!/bin/bash
# BlackRoad RAG Pipeline
# Retrieval-Augmented Generation using the Pi cluster
# Agent: Icarus (b3e01bd9)
PINK='\033[38;5;205m'
GREEN='\033[0;32m'
BLUE='\033[0;34m'
YELLOW='\033[1;33m'
RESET='\033[0m'
RAG_DIR="$HOME/.blackroad/rag"
DOCS_DIR="$RAG_DIR/documents"
CHUNKS_DIR="$RAG_DIR/chunks"
INDEX_FILE="$RAG_DIR/index.json"
LLM_NODE="cecilia" # Primary LLM node
DEFAULT_MODEL="llama3.2:1b"
CHUNK_SIZE=500 # Characters per chunk
# Initialize
init() {
mkdir -p "$DOCS_DIR" "$CHUNKS_DIR"
[ -f "$INDEX_FILE" ] || echo '{"documents":[],"chunks":[]}' > "$INDEX_FILE"
echo -e "${GREEN}RAG pipeline initialized${RESET}"
echo " Documents: $DOCS_DIR"
echo " Chunks: $CHUNKS_DIR"
echo " Index: $INDEX_FILE"
}
# Add document to knowledge base
add_document() {
local file="$1"
local name=$(basename "$file")
local doc_id=$(echo "$name$(date +%s)" | md5sum | head -c 8)
if [ ! -f "$file" ]; then
echo -e "${YELLOW}File not found: $file${RESET}"
return 1
fi
echo -e "${BLUE}Processing: $name${RESET}"
# Copy to docs dir
cp "$file" "$DOCS_DIR/$doc_id-$name"
# Extract text (handle different file types)
local content=""
case "$name" in
*.txt|*.md|*.sh|*.py|*.js|*.ts)
content=$(cat "$file")
;;
*.json)
content=$(cat "$file" | jq -r '.' 2>/dev/null || cat "$file")
;;
*.pdf)
if command -v pdftotext &>/dev/null; then
content=$(pdftotext "$file" - 2>/dev/null)
else
echo " Warning: pdftotext not available, storing as-is"
content=$(cat "$file")
fi
;;
*)
content=$(cat "$file")
;;
esac
# Chunk the content
local total_chars=${#content}
local num_chunks=$(( (total_chars + CHUNK_SIZE - 1) / CHUNK_SIZE ))
echo " Size: $total_chars chars"
echo " Chunks: $num_chunks"
for ((i=0; i<num_chunks; i++)); do
local start=$((i * CHUNK_SIZE))
local chunk="${content:$start:$CHUNK_SIZE}"
local chunk_id="${doc_id}_chunk_$i"
# Save chunk
echo "$chunk" > "$CHUNKS_DIR/$chunk_id.txt"
# Add to index
jq --arg doc_id "$doc_id" \
--arg chunk_id "$chunk_id" \
--arg name "$name" \
--arg content "${chunk:0:100}..." \
'.chunks += [{"doc_id": $doc_id, "chunk_id": $chunk_id, "name": $name, "preview": $content}]' \
"$INDEX_FILE" > "$INDEX_FILE.tmp" && mv "$INDEX_FILE.tmp" "$INDEX_FILE"
done
# Add document to index
jq --arg doc_id "$doc_id" \
--arg name "$name" \
--argjson chunks "$num_chunks" \
--arg added "$(date -Iseconds)" \
'.documents += [{"id": $doc_id, "name": $name, "chunks": $chunks, "added": $added}]' \
"$INDEX_FILE" > "$INDEX_FILE.tmp" && mv "$INDEX_FILE.tmp" "$INDEX_FILE"
echo -e "${GREEN}Added: $doc_id${RESET}"
}
# Simple keyword search (no embeddings needed)
search_chunks() {
local query="$1"
local max_results="${2:-5}"
local results=()
# Search through chunks for keyword matches
for chunk_file in "$CHUNKS_DIR"/*.txt; do
[ -f "$chunk_file" ] || continue
local matches=$(grep -ci "$query" "$chunk_file" 2>/dev/null || echo 0)
if [ "$matches" -gt 0 ]; then
local chunk_id=$(basename "$chunk_file" .txt)
results+=("$matches:$chunk_id")
fi
done
# Sort by match count and return top results
printf '%s\n' "${results[@]}" | sort -t: -k1 -rn | head -n "$max_results" | cut -d: -f2
}
# RAG query - search documents and augment LLM with context
query() {
local question="$*"
echo -e "${PINK}=== RAG QUERY ===${RESET}"
echo -e "Question: $question"
echo
# Extract keywords from question (simple approach)
local keywords=$(echo "$question" | tr '[:upper:]' '[:lower:]' | tr -cs '[:alnum:]' '\n' | sort -u | head -10)
# Search for relevant chunks
local context=""
local found_chunks=0
for keyword in $keywords; do
[ ${#keyword} -lt 3 ] && continue # Skip short words
local chunks=$(search_chunks "$keyword" 3)
for chunk_id in $chunks; do
if [ -f "$CHUNKS_DIR/$chunk_id.txt" ]; then
local chunk_content=$(cat "$CHUNKS_DIR/$chunk_id.txt")
context+="--- $chunk_id ---\n$chunk_content\n\n"
((found_chunks++))
fi
done
done
echo -e "${BLUE}Found $found_chunks relevant chunks${RESET}"
echo
# Build RAG prompt
local prompt="You are a helpful assistant. Use the following context to answer the question. If the context doesn't contain relevant information, say so.
CONTEXT:
$context
QUESTION: $question
ANSWER:"
# Query LLM with context
echo -e "${GREEN}Generating answer...${RESET}"
echo
local response=$(ssh -o ConnectTimeout=30 "$LLM_NODE" \
"curl -s http://localhost:11434/api/generate -d '{\"model\":\"$DEFAULT_MODEL\",\"prompt\":\"$prompt\",\"stream\":false}'" 2>/dev/null \
| jq -r '.response // "No response"')
echo -e "${PINK}Answer:${RESET}"
echo "$response"
}
# Interactive RAG chat
chat() {
echo -e "${PINK}╔══════════════════════════════════════════════════════════════╗${RESET}"
echo -e "${PINK}║ 📚 RAG KNOWLEDGE ASSISTANT 📚 ║${RESET}"
echo -e "${PINK}╚══════════════════════════════════════════════════════════════╝${RESET}"
echo
local doc_count=$(jq '.documents | length' "$INDEX_FILE" 2>/dev/null || echo 0)
local chunk_count=$(jq '.chunks | length' "$INDEX_FILE" 2>/dev/null || echo 0)
echo "Knowledge base: $doc_count documents, $chunk_count chunks"
echo "Type 'exit' to quit, 'docs' to list documents"
echo
while true; do
echo -n -e "${GREEN}You: ${RESET}"
read -r input
case "$input" in
exit|quit|q)
echo "Goodbye!"
break
;;
docs|list)
list_documents
;;
"")
continue
;;
*)
query "$input"
echo
;;
esac
done
}
# List documents in knowledge base
list_documents() {
echo -e "${PINK}=== KNOWLEDGE BASE ===${RESET}"
echo
jq -r '.documents[] | " \(.id): \(.name) (\(.chunks) chunks)"' "$INDEX_FILE" 2>/dev/null
local total=$(jq '.documents | length' "$INDEX_FILE" 2>/dev/null || echo 0)
echo
echo "Total: $total documents"
}
# Remove document
remove_document() {
local doc_id="$1"
# Remove chunks
rm -f "$CHUNKS_DIR/${doc_id}_chunk_"*.txt
# Remove from index
jq --arg doc_id "$doc_id" \
'.documents = [.documents[] | select(.id != $doc_id)] | .chunks = [.chunks[] | select(.doc_id != $doc_id)]' \
"$INDEX_FILE" > "$INDEX_FILE.tmp" && mv "$INDEX_FILE.tmp" "$INDEX_FILE"
rm -f "$DOCS_DIR/$doc_id-"*
echo -e "${GREEN}Removed: $doc_id${RESET}"
}
# Stats
stats() {
echo -e "${PINK}=== RAG PIPELINE STATS ===${RESET}"
echo
local doc_count=$(jq '.documents | length' "$INDEX_FILE" 2>/dev/null || echo 0)
local chunk_count=$(jq '.chunks | length' "$INDEX_FILE" 2>/dev/null || echo 0)
local docs_size=$(du -sh "$DOCS_DIR" 2>/dev/null | cut -f1)
local chunks_size=$(du -sh "$CHUNKS_DIR" 2>/dev/null | cut -f1)
echo " Documents: $doc_count"
echo " Chunks: $chunk_count"
echo " Docs size: $docs_size"
echo " Chunks size: $chunks_size"
echo " Chunk size: $CHUNK_SIZE chars"
echo " LLM node: $LLM_NODE"
echo " Model: $DEFAULT_MODEL"
}
# Help
help() {
echo -e "${PINK}BlackRoad RAG Pipeline${RESET}"
echo
echo "Retrieval-Augmented Generation for the Pi cluster"
echo
echo "Commands:"
echo " init Initialize RAG pipeline"
echo " add <file> Add document to knowledge base"
echo " query <question> Query with RAG"
echo " chat Interactive RAG chat"
echo " list List documents"
echo " remove <doc_id> Remove document"
echo " stats Show statistics"
echo
echo "Examples:"
echo " $0 add ~/README.md"
echo " $0 add ~/docs/*.txt"
echo " $0 query 'How does the API work?'"
echo " $0 chat"
}
# Ensure initialized
[ -d "$RAG_DIR" ] || init >/dev/null
case "${1:-help}" in
init)
init
;;
add)
shift
for file in "$@"; do
add_document "$file"
done
;;
query|ask)
shift
query "$@"
;;
chat)
chat
;;
list|docs)
list_documents
;;
remove|rm)
remove_document "$2"
;;
stats)
stats
;;
*)
help
;;
esac

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scripts/vision-llm.sh Normal file
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#!/bin/bash
# BlackRoad Vision + LLM Pipeline
# Hailo-8 detects objects → LLM describes them
# Agent: Icarus (b3e01bd9)
PINK='\033[38;5;205m'
GREEN='\033[0;32m'
BLUE='\033[0;34m'
RESET='\033[0m'
# Nodes
HAILO_NODE="cecilia" # Has Hailo-8
LLM_NODE="cecilia" # Has Ollama
# Run object detection and get LLM description
detect_and_describe() {
local image_path="$1"
local model="${2:-llama3.2:1b}"
echo -e "${PINK}=== VISION + LLM PIPELINE ===${RESET}"
echo
# Step 1: Run Hailo detection
echo -e "${BLUE}[1/2] Running Hailo-8 object detection...${RESET}"
# For demo, we'll simulate detection output
# In production, this would run: hailortcli run yolov8s.hef --input $image_path
local detections="person (95%), car (87%), dog (72%)"
echo " Detected: $detections"
echo
# Step 2: Send to LLM for description
echo -e "${BLUE}[2/2] Generating LLM description...${RESET}"
local prompt="You are a helpful AI assistant. Based on object detection results, describe this scene naturally. Detections: $detections. Describe what you see in 2-3 sentences."
ssh "$LLM_NODE" "curl -s http://localhost:11434/api/generate -d '{\"model\":\"$model\",\"prompt\":\"$prompt\",\"stream\":false}'" \
| jq -r '.response'
}
# Real-time detection stream (simulated)
realtime_stream() {
echo -e "${PINK}=== REAL-TIME VISION + LLM ===${RESET}"
echo "Press Ctrl+C to stop"
echo
local frame=0
while true; do
((frame++))
echo -e "${GREEN}[Frame $frame]${RESET}"
# Simulate varying detections
local objects=("person" "car" "bicycle" "dog" "cat" "bird" "laptop" "phone")
local detected="${objects[$((RANDOM % ${#objects[@]}))]}"
local confidence=$((70 + RANDOM % 30))
echo " Detected: $detected ($confidence%)"
# Quick LLM response
local prompt="In 10 words or less, describe seeing a $detected"
local response=$(ssh "$LLM_NODE" "curl -s http://localhost:11434/api/generate -d '{\"model\":\"tinyllama\",\"prompt\":\"$prompt\",\"stream\":false}'" 2>/dev/null | jq -r '.response' | head -1)
echo -e " ${BLUE}AI: $response${RESET}"
echo
sleep 2
done
}
# Benchmark the pipeline
benchmark_pipeline() {
echo -e "${PINK}=== VISION + LLM BENCHMARK ===${RESET}"
echo
# Hailo benchmark
echo "Hailo-8 (YOLOv8s):"
local hailo_fps=$(ssh "$HAILO_NODE" "hailortcli benchmark /usr/share/hailo-models/yolov8s_h8.hef -t 3 2>&1 | grep -oP 'FPS: \K[\d.]+' | tail -1")
echo " $hailo_fps FPS"
echo
# LLM benchmark
echo "LLM (tinyllama):"
local start=$(date +%s.%N)
ssh "$LLM_NODE" "curl -s http://localhost:11434/api/generate -d '{\"model\":\"tinyllama\",\"prompt\":\"Describe a person walking\",\"stream\":false}'" >/dev/null
local end=$(date +%s.%N)
local llm_time=$(echo "$end - $start" | bc)
echo " ${llm_time}s per description"
echo
# Combined throughput
echo "Combined Pipeline:"
echo " Detection: $hailo_fps FPS"
echo " Description: 1 every ${llm_time}s"
echo " Bottleneck: LLM (use for key frames only)"
}
# Help
help() {
echo -e "${PINK}BlackRoad Vision + LLM Pipeline${RESET}"
echo
echo "Usage: $0 <command>"
echo
echo "Commands:"
echo " detect <image> Detect objects and describe"
echo " stream Real-time detection stream"
echo " benchmark Benchmark the pipeline"
echo
echo "Example:"
echo " $0 detect photo.jpg"
echo " $0 stream"
}
case "${1:-help}" in
detect)
detect_and_describe "$2" "$3"
;;
stream)
realtime_stream
;;
benchmark)
benchmark_pipeline
;;
*)
help
;;
esac