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memory-forge - Memory Forge - Continuous Learning System for Knowledge Extraction

Extracts valuable knowledge from work sessions and forges it into permanent memory

Tags

Updated: 2026-02-11

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • extract knowledge from sessions
  • save knowledge to files
  • search knowledge semantically
  • update context files
  • create skill files
  • detect monorepo context
  • propose CLAUDE.md updates

Inputs

  • work session content
  • CLAUDE.md file
  • AGENTS.md file
  • MCP server
  • knowledge directory
  • project structure

Outputs

  • knowledge files
  • updated context files
  • skill files
  • CLAUDE.md updates
  • AGENTS.md updates

Requirements

  • AI coding tool support
  • Agent Skills standard compatibility
  • CLI-agnostic environment
  • optional MCP server

Source

  • Spec: SKILL.md

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knowledge-management
continuous-learning
documentation
skill-extraction
context-update
extract knowledge from sessions
save knowledge to files
search knowledge semantically
update context files
work session content
CLAUDE.md file
AGENTS.md file
knowledge files
updated context files
skill files