/search "what did we decide about pricing"
/search "authentication flow"
/search --keyword "API"           # Fast keyword-only
/search --semantic "how to deploy" # Vector-only

which qmd

qmd not found. It's a local search engine for your markdown files.

Install it?

  bun install -g https://github.com/tobi/qmd

[Yes] [No]

bun install -g https://github.com/tobi/qmd

qmd status

This GTM workspace isn't indexed yet.

To set up search, run these commands:

  # Add the workspace as a collection
  qmd collection add . --name <project-name>

  # Add context to help search understand the content
  qmd context add qmd://<project-name> "GTM workspace: vision, narrative, specs, content, and decisions"
  qmd context add qmd://<project-name>/knowledge "Strategic docs: vision, thesis, roadmap, brand"
  qmd context add qmd://<project-name>/content "Marketing content: articles, threads, posts"

  # Generate embeddings (takes a minute, downloads ~1.5GB of models first time)
  qmd embed

After running these, try /search again.

qmd query "USER_QUERY" -n 10

qmd search "USER_QUERY" -n 10

qmd vsearch "USER_QUERY" -n 10

Found 5 results for "pricing":

knowledge/PRODUCT_SPEC_V2.md (87%)
  "The day pass model: $5/day per person. Only pay days you use it..."

knowledge/THESIS.md (72%)
  "Before: $355k/year (tools + coordination headcount). After: $240/year..."

content/articles/YOU_SHOULD_BE_WORKING_ON_CONTEXT.md (58%)
  "The entire SaaS economy is a $300B/year patch..."

qmd get "FILE_PATH" --full

# Re-index all collections
qmd update

# Re-index and pull git changes first
qmd update --pull

# Re-generate embeddings (after significant changes)
qmd embed

# Filter by collection
qmd query "API design" -c knowledge

# Minimum score threshold
qmd query "authentication" --min-score 0.5

# All results above threshold
qmd query "error handling" --all --min-score 0.3

# JSON output for processing
qmd query "deployment" --json

# Get full document content
qmd get "knowledge/VISION.md" --full

{
  "mcpServers": {
    "qmd": {
      "command": "qmd",
      "args": ["mcp"]
    }
  }
}

qmd collection add . --name gtm --mask "**/*.md"