# Assimilation Pipeline Orchestration

> Use to run the end-to-end assimilation phases - scan, analyze via Copilot SDK, license check, generate assets, build registry, and execute hooks.

- Skill: `shyamsridhar123/assimilation-pipeline-orchestration` (Agent Skill)
- Install (CLI): `npx skillmds@latest add shyamsridhar123/assimilation-pipeline-orchestration`
- Raw SKILL.md: https://api.skillmd.com/api/skills/shyamsridhar123/assimilation-pipeline-orchestration/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/assimilation-pipeline-orchestration

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# Assimilation Pipeline Orchestration

Use to run the end-to-end assimilation phases: scan, analyze via Copilot SDK, license check, generate assets, build registry, and execute hooks.

## When to Use

Use this skill when:

- Working with code in `src/commands/assimilate.ts/`
- User mentions "assimilate"
- User mentions "generate"
- User mentions "pipeline"
- User mentions "copilot"
- User mentions "post-generate"

## Patterns

- phase-based workflow with ordered execution
- dry-run and verbose options gating side effects
- remote cloning and temporary cleanup
- license policy gate before generation
- post-generate hook execution with failure handling

## Examples

```
new Scanner(resolved.path, options.verbose).scan(); new Analyzer(options.verbose).analyze(scanResult); const generator = new Generator(outputPath, options.dryRun, options.verbose);
```

## Category

**architecture** - Structural patterns and system design