AgentSkillsCN

Matrix Deep Research

当用户提出“研究某个主题”、“深度研究”、“彻底调查”、“多源调研”、“全面分析”，或需要同时从网络、文档和记忆库中搜集信息时，应使用此技能。

SKILL.md
--- frontmatter
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

code
/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