# Send qmd Search to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "qmd-search",
    "name": "qmd Search",
    "source": "tencent",
    "type": "skill",
    "category": "效率提升",
    "sourceUrl": "https://clawhub.ai/bheemreddy181/qmd-search",
    "canonicalUrl": "https://clawhub.ai/bheemreddy181/qmd-search",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/qmd-search",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=qmd-search",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "qmd-search",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-01T22:40:42.119Z",
      "expiresAt": "2026-05-08T22:40:42.119Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=qmd-search",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=qmd-search",
        "contentDisposition": "attachment; filename=\"qmd-search-1.1.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "qmd-search"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/qmd-search"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/qmd-search",
    "downloadUrl": "https://openagent3.xyz/downloads/qmd-search",
    "agentUrl": "https://openagent3.xyz/skills/qmd-search/agent",
    "manifestUrl": "https://openagent3.xyz/skills/qmd-search/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/qmd-search/agent.md"
  }
}
```
## Documentation

### When to Use

Finding files — use instead of find across large directories (avoids hangs)
Searching notes/docs — semantic or keyword search in indexed collections
Code discovery — find implementations, configs, or patterns
Context gathering — pull relevant snippets before answering questions

### Search (most common)

# Keyword search (BM25)
qmd search "alpaca API" -c projects

# Semantic search (understands meaning)
qmd vsearch "how to implement stop loss"

# Combined search with reranking (best quality)
qmd query "trading rules for breakouts"

# File paths only (fast discovery)
qmd search "config" --files -c kell

# Full document content
qmd search "pattern detection" --full --line-numbers

### Collections

# List collections
qmd collection list

# Add new collection
qmd collection add /path/to/folder --name myproject --mask "*.md,*.py"

# Re-index after changes
qmd update

### Get Files

# Get full file
qmd get myproject/README.md

# Get specific lines
qmd get myproject/config.py:50 -l 30

# Get multiple files by glob
qmd multi-get "*.yaml" -l 50 --max-bytes 10240

### Output Formats

--files — paths + scores (for file discovery)
--json — structured with snippets
--md — markdown formatted
-n 10 — limit results

### Tips

Always use collections (-c name) to scope searches
Run qmd update after adding new files
Use qmd embed to enable vector search (one-time, takes a few minutes)
Prefer qmd search --files over find for large directories

### Models (auto-downloaded)

Embedding: embeddinggemma-300M
Reranking: qwen3-reranker-0.6b
Generation: Qwen3-0.6B

All run locally — no API keys needed.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: bheemreddy181
- Version: 1.1.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-01T22:40:42.119Z
- Expires at: 2026-05-08T22:40:42.119Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/qmd-search)
- [Send to Agent page](https://openagent3.xyz/skills/qmd-search/agent)
- [JSON manifest](https://openagent3.xyz/skills/qmd-search/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/qmd-search/agent.md)
- [Download page](https://openagent3.xyz/downloads/qmd-search)