analyze

Content Analysis: $ARGUMENTS

Analyze the provided content with progressive memory saving and automatic knowledge-graph visualization.

Phase 1: Analyze

1. Determine the input type from "$ARGUMENTS":
   • If it starts with http:// or https://: use content_analyze with url parameter
   • If it looks like a file path (contains / or .extension): use content_analyze with file_path parameter
   • If it's a directory path (ends with / or is a known directory): use content_batch_analyze with directory parameter and mode="compare"
   • Otherwise: use content_analyze with text parameter
2. Use instruction="Provide a comprehensive analysis including title, summary, key points, important entities (people, organizations, concepts, technologies), document structure, and quality assessment."

Phase 2: Present & Save Initial Results

1. Present results clearly:

   • Title and Source
   • Summary (2-3 sentences)
   • Key Points (bulleted)
   • Entities (people, organizations, concepts)
   • Quality Assessment

2. Immediately save initial results: a. Determine the memory directory: find the .claude/ project memory path for the current working directory. Use Glob on ~/.claude/projects/*/memory/ to find the active project memory path if needed. b. Generate a slug from the content title or source: lowercase, hyphens, no special chars, max 50 chars (e.g., "Attention Is All You Need" → attention-is-all-you-need, a URL like arxiv.org/abs/2401.12345 → arxiv-2401-12345) c. Use Write to save at <memory-dir>/gr/analysis/<slug>/analysis.md:

---
source: <url, file path, or "pasted text">
analyzed: <ISO 8601 timestamp>
updated: <ISO 8601 timestamp>
entities:
  people: <count>
  organizations: <count>
  concepts: <count>
  technologies: <count>
---

# <Title>

> Source: <url, file path, or "pasted text">
> Analyzed on <YYYY-MM-DD HH:MM>

## Summary  <!-- <YYYY-MM-DD HH:MM> -->

<2-3 sentence summary>

## Key Points  <!-- <YYYY-MM-DD HH:MM> -->

<Bulleted key points>

## Entities  <!-- <YYYY-MM-DD HH:MM> -->

### People
- <Person 1> — <role/context>

### Organizations
- <Org 1> — <context>

### Concepts
- <Concept 1> — <brief definition>

### Technologies
- <Tech 1> — <context>

## Quality Assessment  <!-- <YYYY-MM-DD HH:MM> -->

<Assessment of content quality, reliability, completeness>