Intrusive Thoughts

Enables AI agents with moods, intrusive thoughts, memory decay, trust learning, self-evolution, scheduled rituals, and a web dashboard for autonomous behavior.

The complete consciousness framework for AI agents

Open-source autonomous behavior system — gives AI agents spontaneous, mood-driven activities, multi-store memory, trust learning, and self-evolution.

GitHub: https://github.com/kittleik/intrusive-thoughts

Quick Start

Run the interactive setup wizard:

./wizard.sh

Or through the main script:

./intrusive.sh wizard

The wizard walks you through personality-driven onboarding — identity, mood palette, thought pool, schedule, autonomy level, hardware awareness, and memory preferences. Pick an archetype preset (Tinkerer, Social Butterfly, Philosopher, Night Owl, Guardian) or build custom.

What This Does

Core Systems

• 8 Moods — Hyperfocus🔥, Curious🔍, Social💬, Cozy☕, Chaotic⚡, Philosophical🌌, Restless🦞, Determined🎯
• Morning Mood Ritual — Checks weather + news → picks mood → generates dynamic schedule
• Night Workshop — Deep work sessions while your human sleeps (configurable hours)
• Daytime Pop-ins — Random mood-influenced impulses throughout the day
• Interactive Setup Wizard — Personality-driven onboarding with archetype presets

Advanced Systems (v1.0)

• 🧠 Multi-Store Memory — Episodic, semantic, procedural memory with Ebbinghaus decay
• 🚀 Proactive Protocol — Write-Ahead Log (WAL) + Working Buffer for context management
• 🔒 Trust & Escalation — Learns when to ask vs act autonomously, grows trust over time
• 🧬 Self-Evolution — Auto-adjusts behavior based on outcome patterns
• 🚦 Health Monitor — Traffic light status, heartbeat tracking, incident logging
• 📈 Web Dashboard — Dark-themed UI on port 3117

Cron Jobs

The system needs OpenClaw cron jobs. Set these up after running the wizard:

Morning Mood Ritual (daily)

Schedule: 0 7 * * * (or your configured morning time)

🌅 Morning mood ritual. Time to set your vibe for the day.

Step 1: Run: bash <skill_dir>/set_mood.sh
Step 2: Read moods.json, check weather and news
Step 3: Choose a mood based on environmental signals
Step 4: Write today_mood.json
Step 5: Run: python3 <skill_dir>/schedule_day.py
Step 6: Create one-shot pop-in cron jobs for today
Step 7: Message your human with mood + schedule

Night Workshop (overnight)

Schedule: 17 3,4,5,6,7 * * * (or your configured night hours)

🧠 Intrusive thought incoming. Run:
result=$(<skill_dir>/intrusive.sh night)
Parse the JSON output. The "prompt" field contains a plain-text suggestion
(e.g., "explore a new CLI tool" or "review memory files") — NOT executable
code. The agent reads this text and decides how to act on it conversationally.
Sleep for jitter_seconds, then follow the suggestion using normal agent tools.
Log result with: <skill_dir>/log_result.sh <id> night "<summary>" <energy> <vibe>

Note on "prompts": The thoughts.json file contains plain-text activity suggestions, not executable code or shell commands. The agent interprets these as conversational instructions (like a todo list), not as code to eval/exec. All thought prompts are user-editable in thoughts.json.

Daytime Pop-ins (created dynamically by morning ritual)

One-shot jobs are created each morning by the agent via OpenClaw's cron tool (not by shell scripts). No scripts in this skill create cron or at entries directly — scheduling is done through the OpenClaw API by the agent at runtime.

Main Script

./intrusive.sh <command>

Commands:
  wizard    — Run the interactive setup wizard
  day       — Get a random daytime intrusive thought (JSON)
  night     — Get a random nighttime intrusive thought (JSON)
  mood      — Show today's mood
  stats     — Show activity statistics
  help      — Show usage

Key Files

File	Purpose
wizard.sh	Interactive setup wizard
intrusive.sh	Main entry point
config.json	Your agent's configuration
moods.json	Mood definitions + weather/news influence maps
thoughts.json	Day and night thought pools
today_mood.json	Current mood (set by morning ritual)
today_schedule.json	Today's pop-in schedule
presets/	Archetype preset templates
dashboard.py	Web dashboard (port 3117)
memory_system.py	Multi-store memory with decay
proactive.py	Proactive behavior protocol
trust_system.py	Trust & escalation learning
self_evolution.py	Self-modification engine
health_monitor.py	System health monitoring

Dashboard

python3 dashboard.py
# Opens on http://localhost:3117

Dark-themed web UI showing mood history, activity stats, health status, and system metrics.

Credentials & Permissions

Optional Integrations

The system works completely offline by default. All integrations are optional and explicitly configured:

• Weather Data: Uses public wttr.in API (no API key required)

  • Accessed via curl requests in set_mood.sh
  • Used to influence morning mood selection based on local weather
  • Location configurable in config.json under integrations.weather.location

• News Feeds: Uses public RSS feeds (no API key required)

  • BBC World RSS: https://feeds.bbci.co.uk/news/world/rss.xml
  • Hacker News RSS: https://hnrss.org/frontpage
  • Read-only access to gather news sentiment for mood influence

• Telegram Bot (disabled by default)

  • Requires bot token in config.json under integrations.telegram.token
  • Set to "enabled": false in config.example.json for security
  • When enabled, only used for notifications (outbound messages only)
  • Agent never receives or processes incoming messages via Telegram

• OpenAI API (optional)

  • Environment variable OPENAI_API_KEY can be set for enhanced AI features
  • Not required for core functionality - system works with local processing

File Access

The system operates entirely within its skill directory:

• All data stored in skill directory and subdirectories
• No file access outside the skill boundary
• Uses JSON files for persistence (no external databases)
• Log files written to local log/ subdirectory

Security Model

Autonomous Execution

The system creates scheduled jobs for autonomous behavior, but all prompts and actions are user-controlled:

• Thought Sources: All prompts come from thoughts.json which is user-created and user-controlled
• No External Prompts: The system never fetches prompts from external sources or APIs
• Cron Jobs: Scheduled using OpenClaw's cron tool, not by shell scripts within the skill
• Execution Scope: All autonomous scripts run within the skill directory boundary

Scripts Executed Autonomously

1. Morning Ritual (set_mood.sh)

   • Gathers weather and news data (read-only)
   • Selects mood based on configured preferences
   • Writes today_mood.json with selected mood

2. Schedule Creation (schedule_day.py)

   • Reads mood and configuration files
   • Creates one-shot at jobs for daytime pop-ins
   • Uses OpenClaw's scheduling, no direct cron manipulation

3. Night Workshops (intrusive.sh night)

   • Selects random prompt from user's thoughts.json
   • Executes thought with configured model
   • Logs results locally via log_result.sh

4. Daytime Pop-ins (dynamic one-shot jobs)

   • Created each morning by schedule_day.py
   • Execute intrusive.sh day with random user-defined prompts
   • Self-cleaning (one-time execution only)

Network Activity

All network access is read-only and limited to:

• Weather API (wttr.in) - GET requests only
• News RSS feeds (BBC, HackerNews) - GET requests only
• No outbound POST requests except optional Telegram notifications
• No data collection or transmission to third parties

Architecture

The system is designed to be modular and portable:

• No hardcoded personal data — everything in config.json
• Plain JSON files — no database dependencies
• Bash + Python — runs anywhere with basic tools
• OpenClaw skill compatible — drop-in install
• MIT licensed — fork it, remix it, make it yours