lanej/qmd
gemini/skills/pkm/SKILL.md
Use qmd for workspace search — hybrid BM25+vector search with Qwen3-4B reranking over indexed workspace documents. Not to be confused with Quarto documents (.qmd files).
$ install --global
skillsauthnpx skillsauth add lanej/dotfiles qmdInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: May 11, 2026, 7:14 AM123.0s1 file scanned
SKILL.md
- name:
- qmd
- description:
- Use qmd for workspace search — hybrid BM25+vector search with Qwen3-4B reranking over indexed workspace documents. Not to be confused with Quarto documents (.qmd files).
QMD — Workspace Search
QMD is the workspace search tool. Not to be confused with Quarto documents (.qmd extension).
MCP Tools
query(searches, intent, limit)— Hybrid search with expansion + reranking. Best for most queries.get(file)— Fetch a document by path or docid.multi_get(pattern)— Batch fetch by glob.status()— Index health.
Query Construction
# Best recall: combine lex + vec
searches=[
{"type": "lex", "query": "NSA migration revenue"},
{"type": "vec", "query": "USPS NSA migration financial impact EasyPost"}
]
intent="context about USPS NSA account migration"
When to Load
Auto-load when searching workspace, finding prior analyses, or surfacing context.
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