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synapse - Automatic Skill Recommendation System

Analyzes work patterns and automatically generates skills when patterns emerge

Tags

Updated: 2026-03-24

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Read Cortex memory files
  • Analyze PRD files
  • Parse task lists
  • Detect recurring patterns
  • Count pattern frequency
  • Generate recommendations
  • Create skill directories
  • Write SKILL.md files
  • Create Python scripts
  • Record events

Inputs

  • Cortex log files
  • Cortex status files
  • PRD files
  • Task lists
  • Configuration files

Outputs

  • Recommendation files
  • Skill directories
  • SKILL.md files
  • Python scripts
  • Cortex events

Requirements

  • Cortex memory
  • File system access
  • Python runtime

Source

  • Spec: SKILL.md

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automation
pattern-detection
skill-generation
workflow-optimization
code-analysis
Read Cortex memory files
Analyze PRD files
Parse task lists
Detect recurring patterns
Cortex log files
Cortex status files
PRD files
Recommendation files
Skill directories
SKILL.md files