This skill should be used when the user asks to "research a topic", "deep research", "investigate thoroughly", "multi-source research", "comprehensive analysis", or needs to conduct research across web, documentation, and memory sources.
Content & Writing
80 Stars
8 Forks
Updated Jan 18, 2026, 08:09 PM
Why Use This
This skill provides specialized capabilities for ojowwalker77's codebase.
Use Cases
Developing new features in the ojowwalker77 repository
Refactoring existing code to follow ojowwalker77 standards
Understanding and working with ojowwalker77's codebase structure
---
name: Matrix Deep Research
description: This skill should be used when the user asks to "research a topic", "deep research", "investigate thoroughly", "multi-source research", "comprehensive analysis", or needs to conduct research across web, documentation, and memory sources.
user-invocable: true
context: fork
allowed-tools:
- WebSearch
- WebFetch
- mcp__plugin_matrix_context7__resolve-library-id
- mcp__plugin_matrix_context7__query-docs
- mcp__plugin_matrix_matrix__matrix_recall
- mcp__plugin_matrix_matrix__matrix_store
- Write
- Read
---
# Matrix Deep Research
Perform comprehensive research on a topic using multiple sources: web search, Context7 documentation, Matrix memory, GitHub repositories, and more.
## Usage
Parse user arguments from the skill invocation (text after the trigger phrase).
**Format:** `<query> [depth]`
- **query**: The research topic or question
- **depth** (optional): `quick` | `standard` | `exhaustive` (default: `standard`)
## Depth Levels
- **quick**: Fast research using 2-3 sources, ~500 words output
- **standard**: Balanced research using 4-5 sources, ~1500 words output
- **exhaustive**: Deep research using 6+ sources, ~3000+ words output
## Research Pipeline
Follow the 5-phase research pipeline detailed in `references/research-pipeline.md`:
1. **Phase 1: Query Expansion** - Analyze query, generate sub-queries, identify domains
2. **Phase 2: Multi-Source Gathering** - Collect from Web, Context7, Matrix, GitHub
3. **Phase 3: Content Fetching** - Retrieve full content from promising URLs
4. **Phase 4: Synthesis** - Deduplicate, organize, identify patterns
5. **Phase 5: Output** - Generate polished markdown report
## Output
Save to session directory: `$CLAUDE_SESSION_DIR/matrix-research-[slug]-[timestamp].md`
If `$CLAUDE_SESSION_DIR` is not available, fall back to current working directory.
After completing research:
1. Display a summary of findings in the chat
2. Report the full markdown file location
3. Offer to elaborate on any section
## Examples
```
/matrix:deep-research React Server Components best practices standard
/matrix:deep-research "how to implement OAuth 2.0 with PKCE" exhaustive
/matrix:deep-research TypeScript generics quick
```
## Additional Resources
### Reference Files
For detailed pipeline procedures, consult:
- **`references/research-pipeline.md`** - Complete 5-phase research process with output format