SkillMind

SkillMind

Active Skill Listener & Trainer — the structured memory layer for AI coding assistants.

Replace flat markdown memory files with a vector-database-backed system that listens, learns, and surfaces only relevant context per conversation.

🌐 Visit skill-mind.com — Documentation, setup guides, and live demos.

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The Problem

Current state	SkillMind
15+ flat markdown memory files	One vector DB with semantic search
Everything loaded into context	Only relevant memories surfaced
Manual save/forget	Auto-listen, auto-classify, auto-expire
No deduplication	Automatic dedup + consolidation
No protection	Sanitizer redacts API keys, PII before storing

Quick Start (3 Commands)

# 1. Install
pip install skillmind[pinecone]

# 2. Initialize
skillmind init --backend pinecone

# 3. Import your existing Claude Code memories
skillmind import ~/.claude/projects/*/memory/

That's it. Your memories are now in a vector DB with semantic search.

How It Works

┌────────────┐    ┌────────────┐    ┌─────────────────┐
│  LISTENER   │───▶│  TRAINER    │───▶│  VECTOR STORE    │
│             │    │             │    │                  │
│ • Git hooks │    │ • Classify  │    │ • Chroma (local) │
│ • File watch│    │ • Sanitize  │    │ • Pinecone       │
│ • Convos    │    │ • Dedup     │    │ • Supabase       │
│ • YouTube   │    │ • Merge     │    │ • Qdrant         │
│ • Screen    │    │ • Expire    │    │ • FAISS          │
└────────────┘    └────────────┘    └─────────────────┘
                                            │
                                            ▼
                                    ┌─────────────────┐
                                    │  CLAUDE CODE     │
                                    │  (MCP Server)    │
                                    │  23 tools        │
                                    └─────────────────┘

6 Vector Store Backends

Backend	Best for	Requires
ChromaDB	Solo dev, local, default	pip install skillmind[chroma]
Pinecone	Multi-device cloud sync	API key
Supabase	SQL + vectors, team sharing	Supabase project
Qdrant	Self-hosted or cloud, great filtering	Qdrant server
FAISS	Offline, air-gapped, fastest	pip install skillmind[faiss]
FalkorDB	GraphRAG (graph + vector, multi-hop)	FalkorDB server (falkordb>=1.6)

All backends implement the same interface — switch anytime with zero data loss.

31 MCP Tools for Claude Code

Once installed, Claude Code gets these tools:

Memory CRUD

Tool	What it does
remember	Store memory (auto-classified, sanitized, deduped)
recall	Semantic search across all memories
forget	Delete a memory
update_memory	Edit existing memory
context	Generate focused context for current file/topic
consolidate	Merge duplicates, expire stale, cleanup
memory_stats	Counts by type, backend info
list_memories	Filter by type/topic
import_markdown_memories	Bulk import from Claude Code markdown files

Video & YouTube Learning

Tool	What it does
learn_youtube	Extract knowledge from YouTube video
learn_youtube_channel	Learn from channel's latest videos
learn_video	Learn from local video/screen recording
record_screen	Record screen to MP4
screenshot	Capture screenshot

Custom Patterns

Tool	What it does
add_pattern	Create auto-detection regex (e.g. client names, SEO terms)
list_patterns	Show all custom patterns
remove_pattern	Delete a pattern