← Agent workflow timeline
2026 May
Agent workflow stage

From one agent session to a command bus with procedural memory.

Hermes became the cockpit and command bus. Codex handled deeper coding loops. viggo-agent-skills captured repeatable workflows as explicit procedures, so agent work could be routed, verified, reused, and improved.

HermesCodexTelegramSkillsVerification gates
Before

Agent work had durable context but still needed better routing and repeatability.

After

Agent work became a routed workflow with skills, tools, subagents, repo gates, and compact reporting.

Anatomy
01

Input

Telegram commands, Hermes tools, Codex sessions, repo/vault context, skill registry.

02

Shift

The workflow became orchestrated: route intent, load skills, execute, verify, commit/push, and report evidence.

03

Output

A practical multi-agent operating model with reusable skill memory, stronger gates, and Telegram as a cockpit.

04

Limit

The frontier is quality control: better routing, fewer stale pages, stronger proof, and cleaner public explanations.

Why this mattered

The next layer is hardening: clearer public pages, better visual proof, source-backed claims, and less stale context.