Entry points
Use the surface your workflow needs.
Kelyra can run the agent, learn repo rules, or sit behind another
agent as the verified file-edit boundary.
Agent runner
Run one task or open chat
Call your configured provider through Kelyra and verify every file edit before it counts.
kelyra init
kelyra run "explain this repo"
Repo memory
Generate and load skills
Keep repository rules, review expectations, and risk surfaces active in every session.
kelyra learn
kelyra run --file TASK.md -s repo
External agents
Use Kelyra over MCP
Give MCP clients and external agents dry-runs, verified applies, rollback, and receipts.
kelyra mcp
swd_dry_run / swd_apply
Operator workflow
Diagnose, explain, and publish
Run readiness checks, explain CI failures, publish proof pages, and inspect receipt history.
kelyra doctor
kelyra ci explain