# Agent Assimilation Pipeline

> Orchestrate scan, analyze, generate, registry build, and hook execution with dry-run/verbose modes.

- Skill: `shyamsridhar123/agent-assimilation-pipeline` (Agent Skill)
- Install (CLI): `npx skillmds@latest add shyamsridhar123/agent-assimilation-pipeline`
- Raw SKILL.md: https://api.skillmd.com/api/skills/shyamsridhar123/agent-assimilation-pipeline/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: shyamsridhar123 (https://skillmd.com/u/shyamsridhar123)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/shyamsridhar123/agent-assimilation-pipeline

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# Agent Assimilation Pipeline

Orchestrate scan, analyze, generate, registry build, and hook execution with dry-run/verbose modes.

## When to Use

Use this skill when:

- Working with code in `src\commands\assimilate.ts/`
- User mentions "assimilate"
- User mentions "analyze"
- User mentions "generate"
- User mentions "registry"
- User mentions "hooks"

## Patterns

- phased pipeline: Scan → Analyze → Generate → Registry → Hooks
- output path selection for remote vs local targets
- Copilot SDK analysis integration boundary
- summary and cleanup of temporary clones

## Examples

```
const analysisResult = await analyzer.analyze(scanResult);
```

## Category

**architecture** - Structural patterns and system design