opc-architecture

OPC Architecture Understanding

422 stars

Best use case

opc-architecture is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

OPC Architecture Understanding

Teams using opc-architecture should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/opc-architecture/SKILL.md --create-dirs "https://raw.githubusercontent.com/vibeeval/vibecosystem/main/skills/opc-architecture/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/opc-architecture/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How opc-architecture Compares

Feature / Agentopc-architectureStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

OPC Architecture Understanding

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# OPC Architecture Understanding

OPC (Orchestrated Parallel Claude) extends Claude Code - it does NOT replace it.

## Core Concept

Claude Code CLI is the execution engine. OPC adds orchestration via:
- **Hooks** - Intercept Claude Code events (PreToolUse, PostToolUse, SessionStart, etc.)
- **Skills** - Load prompts into Claude Code
- **Scripts** - Called by hooks/skills for coordination
- **Database** - Store state between Claude Code instances

## How Agents Work

When you spawn an agent:
1. Main Claude Code instance (your terminal) runs hook on Task tool
2. Hook calls `subprocess.Popen(["claude", "-p", "prompt"])`
3. A NEW Claude Code instance spawns as child process
4. Child runs independently, reads/writes to coordination DB
5. Parent tracks child via PID in DB

```
$ claude                         ← Main Claude Code (your terminal)
    ↓ Task tool triggers hook
    ↓ subprocess.Popen(["claude", "-p", "..."])
        ├── claude -p "research..."   ← Child agent 1
        ├── claude -p "implement..."  ← Child agent 2
        └── claude -p "test..."       ← Child agent 3
```

## What OPC Is NOT

- OPC is NOT a separate application
- OPC does NOT run without Claude Code
- OPC does NOT intercept Claude API calls directly
- OPC does NOT modify Claude Code's internal behavior

## What OPC IS

- OPC IS hooks that Claude Code loads from `.claude/hooks/`
- OPC IS skills that Claude Code loads from `.claude/skills/`
- OPC IS scripts that hooks/skills call for coordination
- OPC IS a database backend for state across Claude Code instances

## Key Files

```
.claude/
├── hooks/           ← TypeScript hooks that Claude Code runs
├── skills/          ← SKILL.md prompts that Claude Code loads
├── settings.json    ← Hook registration, Claude Code reads this
└── cache/           ← State files, agent outputs

opc/
├── scripts/         ← Python scripts called by hooks
├── docker-compose.yml ← PostgreSQL, Redis, PgBouncer
└── init-db.sql      ← Database schema
```

## Coordination Flow

1. User runs `claude` in terminal
2. Claude Code loads hooks from `.claude/settings.json`
3. User says "spawn a research agent"
4. Claude uses Task tool
5. PreToolUse hook fires, checks resources
6. Hook spawns `claude -p "research..."` as subprocess
7. Hook stores PID in PostgreSQL
8. Child agent runs, writes output to `.claude/cache/agents/<id>/`
9. Child completes, broadcasts "done" to PostgreSQL
10. Parent checks DB, reads child's output file

## Remember

- Every "agent" is just another `claude -p` process
- Hooks intercept events, they don't create new functionality
- All coordination happens via files and PostgreSQL
- Claude Code is always the execution engine

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