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evolve

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UpdatedMarch 20, 2026 at 08:06

Run system self-evolution cycle (SEAI framework). Use when user asks for self-evolution, system improvement, SEAI cycle, /evolve, or to analyze evolution history.

Installation

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Jack5316

Jack5316/Skills_Snapshot

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Related occupationsSOC

Based on SOC occupation classification

Software DevelopersComputer and Mathematical Occupations·SOC 15-1252

SKILL.md

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name	evolve
description	Run system self-evolution cycle (SEAI framework). Use when user asks for self-evolution, system improvement, SEAI cycle, /evolve, or to analyze evolution history.

Self-Evolution (/evolve)

7-phase SEAI cycle: Analyze → Reflect → Generate improvements → Learn → Adapt → Evaluate → Plan next. Feeds into the gene pool: successful strategies become reusable genes for future cycles.

Usage

# Single evolution cycle (safe mode — asks before applying)
python3 _scripts/self_evolution.py cycle --safe

# Multiple continuous cycles
python3 _scripts/self_evolution.py continuous --iterations 3 --safe

# View evolution history and trends
python3 _scripts/self_evolution.py analyze --iterations 5 --report

Self-Evolution Stack

/reflect      → observe system behavior        (self_reflection.py)
/evolve       → generate system improvements   (self_evolution.py)  ← here
/insights     → manage insight lifecycle       (insight_enhancement.py)
/skill-evolve → score + improve skills + genes (skill_evolution.py)
/gene         → view and apply proven genes

Output

_logs/evolution_log.json — full iteration history with phases, improvements, and metrics

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name	evolve
description	Run system self-evolution cycle (SEAI framework). Use when user asks for self-evolution, system improvement, SEAI cycle, /evolve, or to analyze evolution history.

Self-Evolution (/evolve)

Usage

# Single evolution cycle (safe mode — asks before applying)
python3 _scripts/self_evolution.py cycle --safe

# Multiple continuous cycles
python3 _scripts/self_evolution.py continuous --iterations 3 --safe

# View evolution history and trends
python3 _scripts/self_evolution.py analyze --iterations 5 --report

Self-Evolution Stack

/reflect      → observe system behavior        (self_reflection.py)
/evolve       → generate system improvements   (self_evolution.py)  ← here
/insights     → manage insight lifecycle       (insight_enhancement.py)
/skill-evolve → score + improve skills + genes (skill_evolution.py)
/gene         → view and apply proven genes

Output

_logs/evolution_log.json — full iteration history with phases, improvements, and metrics