external-pattern-integrator

Invocation Input

Read the source references supplied by the active harness. Parse one or more URLs or readable local paths. If none are supplied, or an unsubstituted argument placeholder is supplied, ask for at least one source before creating scratch output, fetching, editing, or creating a durable backlog item.

Workflow Overview

Phase 1: Parallel Candidate Mapping
├── For each external source (concurrent):
│   ├── Fetch/read the external file
│   ├── Analyze its purpose and patterns
│   └── Scan local files for candidates (frontmatter only)
└── Output: Tracking document with source → candidates mapping

Phase 2: Contextual Enhancement (concurrent per source)
├── Understand local file's workflow context FIRST
├── Compare against external patterns
├── Identify enhancements that fit the workflow stage
├── Add external artifact recognition for interoperability
└── Edit files with coordinated changes

Phase 3: Validation
└── Run linting on all modified files

Phase 1: Parallel Candidate Mapping

Step 1.1: Create Scratch Tracking Document

Create a task-local tracking document at .tmp/scratch/analysis/external-pattern-integration-{date}.md. It is an intermediate analysis record, not a durable backlog item:

# External Pattern Integration

**Date**: {YYYY-MM-DD}
**Sources**: {list of URLs/files from arguments}
**Status**: IN_PROGRESS

## Source Analysis

### Source 1: {URL or path}

**Purpose**: {What this external agent/skill does}
**Key Patterns**:
- {Pattern 1}
- {Pattern 2}

**Local Candidates** (by frontmatter similarity):
| Local File | Similarity Reason | Priority |
|------------|-------------------|----------|
| {path} | {why it matches} | {High/Medium/Low} |

### Source 2: {URL or path}
...

Step 1.2: Fetch External Sources

For each supplied URL or local path:

If URL: Fetch through the available documentation or web-reading capability and save only transient extracts under .tmp/scratch/ when a file is needed. If local file: Read directly.