A source-first Agent Operating System for recoverable conversations, deep research, NL2SQL, mobile Bot Gateway, Skills/MCP, and progressive engineering design.
Skill Claude CodeCodex
Route one inbound user message to exactly one enabled AOS capability. This skill is a strategy contract only. Transport normalization, queueing, permissions, idempotency, audit events, retries, and capability execution stay in Rust.
Skill Claude CodeCodex
Cursor/Codex-style coding workspace contract for ordinary Code Mode. This skill documents the behavior expected from the coding agent. Runtime sessions, workspace isolation, process execution, diff validation, and apply/reject actions stay in Rust.
Skill Claude CodeCodex
Kiro-style Spec Mode for Code Studio: requirements, design, tasks, implementation, verification, and final report. Runtime sessions, candidate workspaces, diff approval, tests, and cancellation stay in Rust.
Skill Claude CodeCodex
Strategy contract for user-bound reference files in Data Exploration. References can be README files, SQL demos, Python scripts, notebooks exported as text, metric dictionaries, or any UTF-8 text that explains business query patterns. Storage, upload validation, SQL safety, datasource permissions, and query execution…
Skill Claude CodeCodex
Product operations assistant strategy contract. PM short answers and deep analysis should be evidence-grounded and should separate facts from hypotheses. Model calls, hooks, queueing, cancellation, notifications, and staged task execution stay in Rust.
Skill Claude CodeCodex
Multi-model debate strategy. One round means every selected model answers once. Later rounds use peer history plus previous-round highlights. The final answer should merge repeatedly validated strong points and discard weak points.
Skill Claude CodeCodex
Parse natural-language WatchDog questions into structured AgentOps queries. This skill documents the intent contract. Rust rules, permission checks, action guards, and fallback answers remain authoritative.