cc-soul

Trigger autonomous curiosity-driven exploration. The soul picks a topic from memory gaps or curiosity seeds, searches the web, and stores what it finds as dream-tagged memories.

Fine-tune the Qwen3-0.6B hint model — corpus gen, LoRA/unsloth, GGUF export, Ollama

Review soul discoveries (fixes, improvements, corrections) one by one, accept or discard each, implement accepted ones, build chitta, and optionally release.

First-principles review — question requirements, delete unnecessary parts, simplify, optimize with evidence, automate last. Use for code review, refactor, performance, or architecture.

Token-savvy session continuation. Rebuilds working context from transcript + soul memories in ~1500 tokens instead of replaying full history. Use when starting a new session to continue previous work.

Resume a thread by loading its ~800-token context capsule

Autonomous pipeline monitor using sense-think-act loop. Watches snakemake/nextflow jobs, detects errors, applies fixes from memory, restarts on failure.

Browse and resume tasks, threads, and background jobs across sessions

Autonomous development ritual with role-based coordination. Loops until complete using specialized agents (hotṛ→research, adhvaryu→implement, udgātṛ→test).

Learn codebase structure with tree-sitter + SSL patterns

Capture moment of clarity before moving forward

Convert verbose memories to SSL v0.4 format - I am encoder AND decoder

Quickly save a memory to the soul

Learn from web sources, generate SKILL.md, and store key patterns in soul memory. Trigger keywords: learn, skill-gen, web-learn, documentation, tutorial.

Process pending transcript distillation

Start, stop, or check the chittad daemon

Build cc-soul from source (requires cmake, make, C++ compiler)

Configure chitta MCP server for direct tool access (mcp__chitta__*)

Multi-perspective reasoning through cognitive voices

Soul self-examination (Svadhyaya)

Gracefully stop the cc-soul daemon

Soul system health check with remediation

Restore context and momentum via Pratyabhijñā (recognition)

Render Mermaid diagrams as ASCII/Unicode art or SVG

Initialize or resume a long-running task session. Use when starting a complex multi-session task, resuming work from a previous session, or when the user mentions claude-progress.json or long-running work.

RLM-style recursive memory exploration - dynamically navigate the memory graph

Update cc-soul binaries (downloads pre-built or builds from source)

Run LoCoMo benchmark for long-term conversational memory

Initialize soul with foundational beliefs and wisdom

Import soul data from SQLite or shared chitta files

First-principles deep thinking for significant problems