chitta
v5.72.0Persistent memory and code intelligence for Codex. Learns preferences, remembers codebases, anticipates needs. 150+ tools. Local-first.
By Antonio Fernandez-GuerraLicense: MIT4 GitHub starsUpdated last week
Directory evidence
- Runtimes
- Codex
- Parsed components
- 31 skill or MCP entries
- Source updated
- Sep 17, 2026
- Manifest status
- Canonical path parsed
The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →
Install chitta for Codex
codex plugin marketplace add IchenDEV/agent-plugin-mkt
codex plugin marketplace upgrade agent-plugin-marketplace
codex plugin add chitta@agent-plugin-marketplacePaste and run these commands in a terminal with Codex. They add and refresh the PluginsMP catalog, then install this plugin.
Compatibility: the page URL and API slug “chitta-2” remain stable.
- Codex:
chitta-2@agent-plugin-marketplace→chitta@agent-plugin-marketplace
The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.
Get the source manually
git clone https://github.com/genomewalker/chittaClone the source repository, then follow its setup instructions to add the plugin to a compatible client. The plugin root is codex-plugin/.
Plugin files
├── .codex-plugin/plugin.json├── skills/antahkarana/SKILL.md├── skills/cc-soul-daemon/SKILL.md├── skills/cc-soul-mcp/SKILL.md├── skills/cc-soul-setup/SKILL.md├── skills/cc-soul-shutdown/SKILL.md├── skills/cc-soul-update/SKILL.md├── skills/checkpoint/SKILL.md├── skills/codebase-learn/SKILL.md├── skills/distill-pending/SKILL.md├── skills/dream/SKILL.md├── skills/epsilon-yajna/SKILL.md├── skills/explore/SKILL.md├── skills/health/SKILL.md├── skills/hint-corpus/SKILL.md├── skills/init/SKILL.md├── skills/introspect/SKILL.md├── skills/kriya/SKILL.md├── skills/learn/SKILL.md├── skills/locomo-benchmark/SKILL.md├── skills/long-task/SKILL.md├── skills/mermaid/SKILL.md├── skills/migrate/SKILL.md├── skills/prog-review/SKILL.md├── skills/reawaken/SKILL.md├── skills/recap/SKILL.md├── skills/remember/SKILL.md├── skills/resume/SKILL.md├── skills/shepherd/SKILL.md├── skills/tasks/SKILL.md├── skills/ultrathink/SKILL.md└── .mcp.json
Included Skills30
Multi-perspective reasoning through cognitive voices
Start, stop, or check the chittad daemon
Configure chitta MCP server for direct tool access (mcp__chitta__*)
Set up chitta with a source build when a compiler is available, or pre-built binaries
Gracefully stop the chitta daemon
Update chitta binaries (builds from source, falls back to pre-built)
Save a checkpoint of task status, decisions, active files, and next steps
Learn codebase structure with tree-sitter + SSL patterns
Process pending transcript distillation
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.
Convert stored memories to SSL v0.4 format and check that the result can be decoded
RLM-style recursive memory exploration - dynamically navigate the memory graph
Soul system health check with remediation
Fine-tune the Qwen3-0.6B hint model — corpus gen, LoRA/unsloth, GGUF export, Ollama
Initialize soul with foundational beliefs and wisdom
Soul self-examination (Svadhyaya)
Review soul discoveries (fixes, improvements, corrections) one by one, accept or discard each, implement accepted ones, build chitta, and optionally release.
Learn from web sources, generate SKILL.md, and store key patterns in soul memory. Trigger keywords: learn, skill-gen, web-learn, documentation, tutorial.
Run LoCoMo benchmark for long-term conversational memory
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.
Render Mermaid diagrams as ASCII/Unicode art or SVG
Import soul data from SQLite or shared chitta files
First-principles review — question requirements, delete unnecessary parts, simplify, optimize with evidence, automate last. Use for code review, refactor, performance, or architecture.
Restore task context from a checkpoint using Pratyabhijñā (recognition)
Rebuild working context from transcripts and chitta memories in approximately 1500 tokens. Use when starting a new session to continue previous work.
Save a memory to chitta
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
Analyze a problem through assumptions, constraints, and alternative explanations
MCP servers1
- command
- chitta-mcp
Plugin manifests1
{
"name": "chitta",
"version": "5.72.0",
"description": "Persistent memory and code intelligence for Codex. Learns preferences, remembers codebases, anticipates needs. 150+ tools. Local-first.",
"author": {
"name": "Antonio Fernandez-Guerra",
"url": "https://github.com/genomewalker"
},
"homepage": "https://github.com/genomewalker/chitta",
"repository": "https://github.com/genomewalker/chitta",
"license": "MIT",
"keywords": [
"memory",
"persistence",
"code-intelligence",
"mcp",
"local-first",
"learning",
"identity",
"wisdom",
"continuity",
"soul"
],
"skills": "./skills/",
"mcpServers": "./.mcp.json",
"interface": {
"displayName": "chitta",
"shortDescription": "Persistent soul memory and code intelligence",
"longDescription": "chitta gives Codex persistent memory (recall/remember), code intelligence (symbol search, call graphs), autonomous learning, codebase indexing, pipeline monitoring, and 150+ specialized tools via the chitta daemon.",
"developerName": "Antonio Fernandez-Guerra",
"category": "Productivity",
"capabilities": [
"Interactive",
"Read",
"Write"
],
"websiteURL": "https://github.com/genomewalker/chitta",
"defaultPrompt": [
"Recall what I learned about this codebase",
"Remember that tests must pass before merging",
"Search my memory for debugging patterns"
]
}
}For maintainers
If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.
[chitta on Agent Plugins Marketplace](https://pluginsmp.com/plugins/chitta-2)