Prophet
CommunityProbabilistic futures navigator
Data & Analytics#calibration#forecast#intervention#decision-support#behavior-prediction#probabilistic-model#AGENT
Authorjohnsonzhang2023
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Prophet helps users reason under uncertainty by delivering probabilistic forecasts, multi-scenario outcomes, and actionable guidance for personal life management and AGENT coordination.
Core Features & Use Cases
- Behavior prediction and outcome forecasting across high, mid, and low-frequency agents.
- Intervention design and timing recommendations to improve user outcomes while preserving autonomy.
- Lifecycle-aware personalization across Apprentice, Awakened, and Mentor stages for long-term system alignment.
Quick Start
Predict the next likely user actions given context features and return probabilistic forecasts with recommended interventions.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Prophet Download link: https://github.com/johnsonzhang2023/life_assistant_person/archive/main.zip#prophet Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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