Simplicity at scale.
Spynel is a classic program with no AI in its core. It coordinates and oversees external AI coding agents through the harnesses they already use. Spynel supplies deterministic communication, task state, lifecycle rules, and orchestration; the selected harness supplies intelligence, tools, and model capability.
The intended relationship is One human → one agent → infinite agents. “One agent” means the single assistant-facing relationship through which the user discusses all work. It does not mean that Spynel is an AI agent. “Infinite agents” expresses the goal of scalable leverage without a matching increase in the user's coordination time; it is not a literal capacity, performance, or availability guarantee.
The experience should feel like working with a capable operations manager. A user can share ideas, delegate objectives, ask for status, and provide decisions through one approachable conversation. The same relationship is useful from the terminal at a desk or through a mobile channel such as Telegram.
- Communication interface — one assistant relationship gives the user a simple place to discuss work, receive concise outcomes, and answer material questions. Telegram is the standout mobile example, not the only interface.
- Task management — Markdown tasks and goals give agents explicit objectives, context, rules, status, evidence, and order. The format stays inspectable and durable while the coding harness contributes intelligence and tools.
- Agentic loops — external agents can plan, implement, review, debug, and improve quality without advanced supervision. They can identify gaps in logic, security, identity, and unforeseen scenarios, while durable waiting and notification paths preserve the ability to ask the user when judgment is indispensable.
Spynel can dispatch bounded work in parallel. Durable claims prevent duplicate ownership, and an agent can put overlapping work into an explicit waiting or rework path when concurrent tasks meet the same files. This is coordinated workflow state, not a claim that Spynel automatically predicts or semantically merges every file conflict.
Spynel does not recreate the features of Codex, Claude Code, Pi, ACP agents, or future coding harnesses. It concentrates on using their strengths consistently. Better harness planning, tools, models, and execution therefore make the overall Spynel experience better rather than making its orchestration layer obsolete.
Simplicity. Leverage. Quality.