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ojowwalker77

matrix-deep-research

by ojowwalker77

Claude on Rails - Tooling System for Claude Code.

84🍴 8📅 Jan 22, 2026

SKILL.md


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_repomix
  • 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

Score

Total Score

65/100

Based on repository quality metrics

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