Claude Code that learns how you work.

Persistent memory, code intelligence, and workflow adaptation across every session. Local-first. 100+ tools. Zero configuration.

Install in 10 seconds. See the difference in your first conversation.

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New in v3.43.35

Autonomous dreams and self-improvement

The soul now explores topics independently during idle time — web-searching, forming memories, and filing architectural improvements. A daily impl sadhana closes the loop by reading those findings and committing code changes. See release notes →

Less re-explaining. More continuity.

The system remembers you, not just the project.

Deep use strengthens high-signal memories. Noise fades.

Recognition feels native: “You mean the thing we already solved.”

Pratyabhijñā — recognition, in action.

> You ask about auth and Claude surfaces that you chose JWT over sessions two weeks ago — with the reasoning you gave at the time.

> You start debugging and Claude says “last time this happened, it was the connection pool” — because it remembers.

> You run build and Claude reminds you to lint first — because you always do, and it learned that.

> You start a snakemake pipeline, type /shepherd, and go to sleep. Claude watches the pane, detects errors, applies fixes from memory, and restarts automatically. You wake to a completed pipeline or an actionable error report.

What makes cc-soul different?

Most memory systems store text. cc-soul learns how you think.

Simple Memory

Stores everything forever
Keyword search only
Same importance for all items
No pattern recognition
Manual organization required

cc-soul

✓ Important memories strengthen, noise fades
✓ Semantic search understands meaning
✓ Confidence tracking per memory
✓ Learns habits and anticipates needs
✓ Self-organizing theme clusters

Explore the philosophy behind it →

A memory system that behaves like memory.

Understands Meaning, Not Keywords

Finds what you meant, not just what you typed. Semantic embeddings anchor meaning so related concepts surface together.

Knows What It's Sure About

Tracks certainty over time. Memories you reinforce stay strong. Things you mention once fade naturally.

Finds What Matters

Connected ideas activate together. Context flows through the knowledge graph to surface exactly what's relevant right now.

Everything in One Place

Single embedded database. No external services. Your memories stay on your machine, searchable in milliseconds.

Token-Efficient Storage

Memories compress to essential meaning. Up to 95% smaller than raw text, so more context fits in every conversation.

Works While You're Away

Background processing strengthens important memories and lets noise fade. The daemon learns even between sessions.

Shepherds Your Pipelines

Autonomous monitoring for snakemake, nextflow, or slurm jobs. Sense-think-act loop detects errors, applies fixes from memory, restarts automatically.

Learns Your Patterns

Notices your workflows. If you always lint before commit, it learns that. Suggests what you'll need before you ask.

Tracks What You're Building

Knows your goals and milestones. Adapts to your work mode — quiet in flow state, helpful when you're stuck.

The first 30 days.

cc-soul doesn't arrive fully formed. It grows through use.

Day 1

Foundation

Basic recall and code indexing. cc-soul remembers what you tell it and indexes your codebase structure — symbols, call graphs, file relationships.

Week 1

Adaptation

Preferences learned, corrections absorbed. The soul starts adapting to your workflow and communication style — your conventions, your gotchas, your shortcuts.

Week 2

Anticipation

Patterns emerging, habits forming. The system predicts your next actions, surfaces relevant gotchas, and adapts to your work mode — flow, debugging, or blocked.

Month 1

Partnership

Goals tracked, curiosity gaps filled, predictions calibrated. It feels like a collaborator who knows your project history and anticipates your needs — not a tool that forgets.