docs: rebrand theme from "workflow automation toolkit" to "agent runtime & orchestration system"

Update all user-facing messaging to reflect AgentSys identity:
- README hero: "A modular runtime and orchestration system for AI agents"
- What This Is: rewritten from "collection of tools" to system description
- Site meta, OG tags, hero, footer tagline
- docs/README.md intro
- UX spec, CSS tokens, OG image template

Author: avifenesh

README.md

@@ -5,7 +5,7 @@
 <h1 align="center">AgentSys</h1>
 
 <p align="center">
-  <strong>Automate the entire dev workflow. Not just the coding.</strong>
+  <strong>A modular runtime and orchestration system for AI agents.</strong>
 </p>
 
 <p align="center">
@@ -36,20 +36,18 @@
 
 ---
 
-AI models can write code. That's not the hard part anymore. The hard part is everything else—picking what to work on, managing branches, reviewing output, cleaning up artifacts, handling CI, addressing comments, deploying. **AgentSys automates the entire workflow**, not just the coding.
+AI models can write code. That's not the hard part anymore. The hard part is everything around it — task selection, branch management, code review, artifact cleanup, CI, PR comments, deployment. **AgentSys is the runtime that orchestrates agents to handle all of it** — structured pipelines, gated phases, specialized agents, and persistent state that survives session boundaries.
 
 ---
 > Building custom skills, agents, hooks, or MCP tools? [agnix](https://github.com/avifenesh/agnix) is the CLI + LSP linter that catches config errors before they fail silently - real-time IDE validation, auto suggestions, auto-fix, and 155 rules for Cursor, Claude Code, Cline, Copilot, Codex, Windsurf, and more.
 
 ## What This Is
 
-Production-ready skills, agents, and commands for Claude Code, OpenCode, and Codex CLI.
+An agent orchestration system — 12 plugins, 41 agents, and 27 skills that compose into structured pipelines for software development.
 
-Install the plugins → get the skills → your agents become more capable. Each piece was built to work with the others. The whole system is E2E tested.
+Each agent has a single responsibility, a specific model assignment, and defined inputs/outputs. Pipelines enforce phase gates so agents can't skip steps. State persists across sessions so work survives interruptions.
 
-From messy project to clean codebase. From drifted plan to focused execution. From task to merged PR.
-
-**Works with:** Claude Code · OpenCode · Codex CLI
+The system runs on Claude Code, OpenCode, and Codex CLI. Install the plugins, get the runtime.
 
 ---
 
@@ -92,7 +90,7 @@ This came from testing on 1,000+ repositories.
 | [`/consult`](#consult) | Consult another AI CLI tool for a second opinion. Use when you want to cross-check ideas, get alternative approaches, or validate decisions with Gemini, Codex, Claude, OpenCode, or Copilot. |
 <!-- GEN:END:readme-commands -->
 
-Each command works standalone. Together, they form complete workflows.
+Each command works standalone. Together, they compose into end-to-end pipelines.
 
 ---
 
@@ -113,7 +111,7 @@ Each command works standalone. Together, they form complete workflows.
 | **Linting** | `agnix:agnix` |
 <!-- GEN:END:readme-skills -->
 
-Skills give your agents specialized capabilities. When you install a plugin, its skills become available to all agents in that session.
+Skills are the reusable implementation units. Agents invoke skills; commands orchestrate agents. When you install a plugin, its skills become available to all agents in that session.
 
 ---
 
@@ -706,7 +704,7 @@ The workflow tracks state so you can resume from any point.
 ## Design Philosophy
 
 <details>
-<summary><strong>Why build this? What's the thinking?</strong> (click to expand)</summary>
+<summary><strong>Architecture decisions and trade-offs</strong> (click to expand)</summary>
 
 ### The Actual Problem
 
@@ -858,7 +856,7 @@ npm run verify   # Tool availability + versions
 
 ## Research & Testing
 
-This project is built on research, not guesswork.
+The system is built on research, not guesswork.
 
 **Knowledge base** (`agent-docs/`): 8,000 lines of curated documentation from Anthropic, OpenAI, Google, and Microsoft covering:
 - Agent architecture and design patterns

docs/README.md

@@ -1,6 +1,6 @@
 # Documentation
 
-AI models can write code. The bottleneck is everything else—picking tasks, managing branches, reviewing output, handling CI, addressing comments, deploying. These docs show how AgentSys automates the full workflow, not just the coding part.
+AgentSys is a modular runtime and orchestration system for AI agents. These docs cover the architecture, commands, and workflows — how agents compose into pipelines, how phases gate execution, and how state persists across sessions.
 
 **New here?** Start with [USAGE.md](./USAGE.md) to see commands in action.
 

site/assets/css/tokens.css

@@ -5,8 +5,8 @@
  *
  * Brand Personality
  * -----------------
- * AgentSys is a production-grade AI workflow automation toolkit.
- * 11 plugins. 40 agents. 26 skills. From task selection to production deploy.
+ * AgentSys is a modular runtime and orchestration system for AI agents.
+ * 12 plugins. 41 agents. 27 skills. Structured pipelines for development workflows.
  *
  * Voice:  Precise, confident, effortless. The tool that does the work
  *         so you can ship. Never shouts, never hesitates.

site/assets/og-image.html

@@ -143,7 +143,7 @@
   <div class="grid-overlay"></div>
   <div class="slash-mark">/</div>
   <div class="title">AgentSys</div>
-  <div class="subtitle">AI workflow automation toolkit for developer CLI</div>
+  <div class="subtitle">Agent runtime &amp; orchestration system</div>
   <div class="stats">
     <div class="stat">
       <span class="stat-number">11</span>

site/content.json

@@ -1,7 +1,7 @@
 {
   "meta": {
     "title": "agentsys",
-    "description": "Production-ready skills, agents, and commands for Claude Code, OpenCode, and Codex CLI. 12 plugins that automate the entire AI development workflow, not just the coding.",
+    "description": "A modular runtime and orchestration system for AI agents. 12 plugins, 41 agents, 27 skills — structured pipelines for Claude Code, OpenCode, and Codex CLI.",
     "url": "https://avifenesh.github.io/agentsys",
     "repo": "https://github.com/avifenesh/agentsys",
     "npm": "https://www.npmjs.com/package/agentsys",
@@ -10,8 +10,8 @@
     "author_url": "https://github.com/avifenesh"
   },
   "hero": {
-    "title": "Automate the entire workflow, not just the coding",
-    "subtitle": "AI models can write code. That's not the hard part anymore. The hard part is everything else -- picking tasks, managing branches, reviewing output, handling CI, addressing comments, deploying. AgentSys automates all of it.",
+    "title": "A modular runtime and orchestration system for AI agents",
+    "subtitle": "AI models can write code. That's not the hard part anymore. The hard part is everything around it -- task selection, branch management, code review, artifact cleanup, CI, deployment. AgentSys is the runtime that orchestrates agents to handle all of it.",
     "cta_primary": {
       "text": "Get Started",
       "url": "#installation"

site/index.html

@@ -3,13 +3,13 @@
 <head>
   <meta charset="UTF-8">
   <meta name="viewport" content="width=device-width, initial-scale=1">
-  <title>AgentSys - AI Workflow Automation Toolkit</title>
-  <meta name="description" content="11 plugins, 40 agents, 26 skills. Automate the entire dev workflow from task selection to merged PR. Works with Claude Code, OpenCode, and Codex CLI.">
+  <title>AgentSys - Agent Runtime &amp; Orchestration System</title>
+  <meta name="description" content="A modular runtime and orchestration system for AI agents. 12 plugins, 41 agents, 27 skills — structured pipelines for Claude Code, OpenCode, and Codex CLI.">
   <meta name="theme-color" content="#09090b">
 
   <!-- Open Graph -->
   <meta property="og:title" content="AgentSys">
-  <meta property="og:description" content="AI workflow automation. 11 plugins, 40 agents, 26 skills. Task to merged PR.">
+  <meta property="og:description" content="A modular runtime and orchestration system for AI agents. 12 plugins, 41 agents, 27 skills.">
   <meta property="og:image" content="https://avifenesh.github.io/agentsys/assets/logo.png">
   <meta property="og:url" content="https://avifenesh.github.io/agentsys/">
   <meta property="og:type" content="website">
@@ -111,11 +111,11 @@
             11 plugins &middot; 40 agents &middot; 26 skills
           </div>
           <h1 class="hero__title anim-fade-up" id="hero-title" data-delay="200">
-            Automate the <span class="text-gradient">entire dev workflow.</span><br>
-            Not just the coding.
+            A modular <span class="text-gradient">runtime and orchestration system</span><br>
+            for AI agents.
           </h1>
           <p class="hero__subtitle anim-fade-up" data-delay="350">
-            From task selection to merged PR. Works with Claude Code, OpenCode, and Codex CLI. 3,357 tests. Production-grade.
+            Structured pipelines, gated phases, specialized agents. Works with Claude Code, OpenCode, and Codex CLI. 3,917 tests. Production-grade.
           </p>
           <div class="hero__ctas anim-fade-up" data-delay="500">
             <a href="#install" class="btn btn--primary">Get Started</a>
@@ -679,7 +679,7 @@ <h2 class="install__title anim-fade-up" id="install-title">Get Started in 30 Sec
       <div class="footer__brand">
         <img src="assets/logo.png" alt="" width="28" height="28" class="footer__logo" aria-hidden="true">
         <span class="footer__name">AgentSys</span>
-        <span class="footer__tagline">AI workflow automation toolkit</span>
+        <span class="footer__tagline">Agent runtime &amp; orchestration system</span>
         <span class="footer__license">MIT License</span>
       </div>
       <div class="footer__links">

site/ux-spec.md

@@ -99,7 +99,7 @@ Scroll order with rationale for each section. All sections are full-width, alter
    - Font: 13px, font-weight 500, primary accent color
    - Padding: 4px 14px
 
-2. **Title:** "Automate the entire dev workflow. Not just the coding."
+2. **Title:** "A modular runtime and orchestration system for AI agents."
    - Font: 56px on desktop, 36px on mobile, font-weight 700, line-height 1.1
    - Color: white
    - "entire dev workflow" portion highlighted with a subtle gradient text (primary-to-secondary accent via `background-clip: text`)
@@ -445,7 +445,7 @@ npm install
 
 **Column 1 (left):** Brand
 - "AgentSys" in 16px, font-weight 600, white
-- "AI workflow automation toolkit" in 14px, `rgba(255, 255, 255, 0.4)`
+- "Agent runtime & orchestration system" in 14px, `rgba(255, 255, 255, 0.4)`
 - "MIT License" in 13px, `rgba(255, 255, 255, 0.3)`
 
 **Column 2 (center):** Links
@@ -649,8 +649,8 @@ This disables:
 
 ### Head Content
 ```html
-<title>AgentSys - AI Workflow Automation Toolkit</title>
-<meta name="description" content="11 plugins, 40 agents, 26 skills. Automate the entire dev workflow from task selection to merged PR. Works with Claude Code, OpenCode, and Codex CLI.">
+<title>AgentSys - Agent Runtime &amp; Orchestration System</title>
+<meta name="description" content="A modular runtime and orchestration system for AI agents. 12 plugins, 41 agents, 27 skills — structured pipelines for Claude Code, OpenCode, and Codex CLI.">
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta name="theme-color" content="#0a0a0f">