Research AI framework best practices
gsd-ai-researchersubagentsetup L2★11
vamseeachanta/workspace-hub ↗What it does
Document AI framework best practices
Best for
Teams building AI systems who need framework-specific best practices.
Inputs
- · task prompt
- · context files
Outputs
- · analysis
- · report
- · recommendations
Requires
- · Bash
- · Edit
- · Glob
- · Grep
- · Read
- · WebFetch
- · WebSearch
- · Write
- · mcp__context7__
- · mcp__context7__*
- · mcp__context7__get
- · mcp__context7__resolve
Preconditions
Task/prompt with clear scope and context
Failure modes
- · Misalignment with caller expectations
- · Missing context or incomplete specifications
- · Insufficient permissions or tool access
Trust signals
- · Includes validation patterns
- · Clear tool dependencies specified