# Deep Analyze

> Deep codebase analysis that extracts learnings from documentation. Creates context entries and learnings from docs/ with pattern matching.

- Skill: `majiayu000/deep-analyze` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add majiayu000/deep-analyze`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/deep-analyze/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Docs & Writing
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/deep-analyze

---


# Deep Analyze

Extract full content and learnings from your documentation.

## What It Does

Runs `kodo analyze --deep --auto` which:

1. **Standard Analysis** - All normal analyzers (tech-stack, architecture, etc.)
2. **Content Extraction** - Parses all `.md` files in `docs/`
3. **Learning Extraction** - Finds patterns:
   - Rules: "always/never/must" statements
   - Decisions: "we chose X because..."
   - Tech Stack: "uses X for..."
   - Workflows: step sequences
   - Domain: entity definitions
   - Conventions: naming patterns

## Output

- `.kodo/context-tree/` - Context entries with YAML frontmatter
- `.kodo/learnings/` - Learnings grouped by category:
  - `rules.md`
  - `decisions.md`
  - `tech-stack.md`
  - `workflows.md`
  - `domain.md`
  - `conventions.md`

## Confidence Levels

- **HIGH** - Your design docs (`docs/plans/`)
- **MEDIUM** - Inherited/pre-existing documentation

## Usage

Just invoke this skill - it runs automatically:

```bash
# This skill runs:
kodo analyze --deep --auto
```

## When to Use

- Starting a new project with existing docs
- After writing design documents
- When onboarding to capture institutional knowledge
- Before major refactoring to preserve context

## Single File Extraction

For extracting from a single file:

```bash
kodo extract docs/plans/your-design.md
# or
kodo x docs/plans/your-design.md
```