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session-knowledge

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Remember past sessions to avoid mistakes.

Software Engineering#embeddings#query#ai-agent#knowledge-base#briefing#learn#session-memory
Authormagicpro97
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The Session Knowledge skill provides a persistent, cross-session memory for AI coding agents by indexing past Copilot and Claude sessions, enabling them to recall mistakes, patterns, decisions, and configurations to avoid repeating them.

Core Features & Use Cases

  • Cross-session memory by indexing all session data into SQLite FTS5 for fast search.
  • Auto-extracts knowledge into seven categories: mistakes, patterns, decisions, tools, features, refactors, and discoveries.
  • Provides search + briefing capabilities to surface relevant past experience and recommended actions.
  • Sub-agent context injection: inject compact knowledge blocks into sub-agent prompts for efficient reasoning.
  • Knowledge capture workflow: use briefing.py, query-session.py, and learn.py to build and reuse knowledge across tasks.
  • Optional semantic search via embeddings (if configured) to improve meaning-based retrieval.

Quick Start

Use the briefing mix to surface relevant past knowledge before starting a task.

Dependency Matrix

Required Modules

None required

Components

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: session-knowledge
Download link: https://github.com/magicpro97/copilot-session-knowledge/archive/main.zip#session-knowledge

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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