cortex reflect

Inspect and consolidate LLM self-assessment reflection patterns. After each turn, CortexPrism performs a meta-cognitive self-evaluation to assess response quality and extract reusable patterns.

Usage

cortex reflect list                  # Show stored reflection patterns
cortex reflect consolidate           # Run LLM meta-pattern extraction

Subcommands

Subcommand	Description
list	Display all stored reflection patterns from past sessions
consolidate	Run LLM-driven meta-pattern extraction across stored reflections

Reflection System

After each agent turn, the system performs:

1. Confidence assessment — LLM self-evaluates response quality
2. Pattern extraction — Identifies recurring themes and behaviors
3. Pattern storage — Saved to reflection_memory table (T3 tier)
4. Consolidation — Batch meta-pattern extraction across stored reflections

Reflection is fire-and-forget — the agent loop does not wait for reflection to complete before returning the response to the user.

Configuration

Reflection runs automatically after each agent turn. Use cortex reflect to review and manage reflection patterns:

# Inspect recent reflections
cortex reflect list -s sess_abc123

# Show consolidated patterns
cortex reflect patterns

# Run manual consolidation
cortex reflect consolidate

Examples

# View all stored reflection patterns
cortex reflect list

# Run meta-pattern consolidation
cortex reflect consolidate