# Send QMD CLI 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-cli",
    "name": "QMD CLI",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/dpaluy/qmd-cli",
    "canonicalUrl": "https://clawhub.ai/dpaluy/qmd-cli",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/qmd-cli",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=qmd-cli",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "qmd-cli",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-07T17:33:05.416Z",
      "expiresAt": "2026-05-14T17:33:05.416Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=qmd-cli",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=qmd-cli",
        "contentDisposition": "attachment; filename=\"qmd-cli-1.1.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "qmd-cli"
      },
      "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-cli"
    },
    "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-cli",
    "downloadUrl": "https://openagent3.xyz/downloads/qmd-cli",
    "agentUrl": "https://openagent3.xyz/skills/qmd-cli/agent",
    "manifestUrl": "https://openagent3.xyz/skills/qmd-cli/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/qmd-cli/agent.md"
  }
}
```
## Documentation

### QMD - Local Markdown Search

Search and retrieve documents from locally indexed markdown knowledge bases.

### Installation

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

### Setup

# Add a collection
qmd collection add ~/notes --name notes --mask "**/*.md"

# Generate embeddings (required for vsearch/query)
qmd embed

### Usage Rules

Always use --json flag for structured output when invoking qmd commands.

### search (BM25 keyword search - fast)

qmd search "authentication flow" --json
qmd search "error handling" --json -n 10
qmd search "config" --json -c notes

### vsearch (vector semantic search)

qmd vsearch "how does login work" --json
qmd vsearch "authentication best practices" --json -n 20

### query (hybrid with LLM re-ranking - best quality)

qmd query "implementing user auth" --json
qmd query "deployment process" --json --min-score 0.5

### Search Options

OptionDescription-n NUMNumber of results (default: 5, or 20 with --json)-c, --collection NAMERestrict to specific collection--min-score NUMMinimum score threshold--fullReturn complete document content in results--allReturn all matches

### get (single document)

qmd get docs/guide.md --json
qmd get "#a1b2c3" --json
qmd get notes/meeting.md:50 -l 100 --json

### multi-get (multiple documents)

qmd multi-get "docs/*.md" --json
qmd multi-get "api.md, guide.md, #abc123" --json
qmd multi-get "notes/**/*.md" --json --max-bytes 20480

### Maintenance Commands

qmd update              # Re-index changed files
qmd status              # Check index health
qmd collection list     # List all collections

### Search Mode Selection

ModeSpeedQualityBest ForsearchFastGoodExact keywords, known termsvsearchMediumBetterConceptual queries, synonymsquerySlowBestComplex questions, uncertain terms

Performance note: vsearch and query have ~1 minute cold start latency for vector initialization. Prefer search for interactive use.

### MCP Server

qmd can run as an MCP server for direct integration:

qmd mcp

Exposes tools: qmd_search, qmd_vsearch, qmd_query, qmd_get, qmd_multi_get, qmd_status
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: dpaluy
- 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: 2026-05-07T17:33:05.416Z
- Expires at: 2026-05-14T17:33:05.416Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/qmd-cli)
- [Send to Agent page](https://openagent3.xyz/skills/qmd-cli/agent)
- [JSON manifest](https://openagent3.xyz/skills/qmd-cli/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/qmd-cli/agent.md)
- [Download page](https://openagent3.xyz/downloads/qmd-cli)