Transport Skills with your Document
The Agent Skills ecosystem makes capsules universally accessible. Capsules make skills verifiable. Together, they create artifacts that are portable, self-executing, and auditable.
Skills teach AI agents how to work with capsules. Install any skill in one command.
Causal compression grammar for event chains and prose. 71–77% reduction with ~97% fidelity.
Open skill page
Core protocol skill. Teaches agents to read, write, and reason over .capsule files and event chains.
View on GitHub
Work product communication layer. Gives evolving surfaces a shared coordinate system for state, provenance, and continuation.
Mesh Orchestration Geodesic Operation for coordinating massive user and LLM research across connected capsules.
Code density optimizer with nested language-specific rules. Where Pith compresses language, Kern compresses code.
Skills live at github.com/virionai/capsules/skills. Open a PR with your SKILL.md and meta.json.
Skills teach agents about capsules. Capsules carry skills agents can execute. The ecosystem bootstraps itself.
Skills provide portable capabilities. Capsules wrap them with trust.
A capsule carries everything needed to continue work: verified skills, state snapshots, and continuation context.
Nothing runs silently. Every skill invocation is declared, reviewed, granted, executed, and recorded.
The capsule skill is just the beginning. As more agents gain skills support, every capsule becomes accessible to a broader set of AI systems.
Have an idea for a capsule workflow? Submit it and help shape the future of portable AI artifacts.