Kalaris Labs open-source repositories

All Kalaris Labs code is public at github.com/KalarisLabs. This table lists each repository with its documentation and the paper it accompanies.

Agent tools

Repository	What it is	Language	License	Docs
research-agent-skills	280+ agent skills for scientific research and writing	Python	MIT	Docs
kuchi	Launch-video library with an MCP server for agents	JavaScript	MIT (curation and code)	Docs
Skill-Doctor	Deterministic security analysis for agent skill files	Rust	Apache-2.0	Docs
amara	Serverless encrypted mesh for agent-to-agent tool calls	Rust	MIT or Apache-2.0	Docs
kalki-code	Self-improving coding harness with an admission gate (v0.0.1)	Rust	MIT or Apache-2.0	Docs
kalaris-locallink	Protocol for websites to use the visitor’s local AI models (draft v0.1)	JavaScript	MIT	Docs
Myriad	10,000-node biotech agent task graph	Python, Node.js CLI	Apache-2.0 and CC BY 4.0	Docs
academic-unslop-skill	Evidence-preserving academic revision skill	JavaScript	MIT	Docs
Falsify	Adversarial research pre-mortem for hypotheses	TypeScript	See repository	Docs

Repository	What it is	Language	Paper
Principal-Bench	Benchmark for LLM orchestrators	Python	PrincipalBench v2
liquidity-coupling-	Escrow mechanism and 10,000-node cascade simulator	TeX, Python	Liquidity Coupling
fly-brain-resuscitation	Connectome-constrained simulation of the adult Drosophila brain	Python	Reviving a model fly brain
Anudhi	Inference engine for edge language models	—	Anudhi

Repository	What it is	Docs
claude-systems-prompts	Dated archive of Anthropic’s published Claude system prompts, with analysis	Docs
foundery.space	Community-ranked directory of fellowships, grants and accelerators (foundery.space)	Repository README

Each repository has its own contribution guide. Report security issues through the repository’s SECURITY.md, not in public issues.