GoogleDevRelExplorations/cercano-classify
.claude/skills/cercano-classify/SKILL.md
Classify or triage text using local AI via Cercano. Returns a category, confidence level, and brief reasoning. Use this for quick local triage of errors, logs, code quality issues, bug reports, or any content that needs categorization without sending it to the cloud.
development
Updated Apr 16, 2026
$ install --global
skillsauthnpx skillsauth add GoogleDevRelExplorations/cercano cercano-classifyInstall 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: Apr 29, 2026, 4:21 PM13.1s1 file scanned
SKILL.md
- name:
- cercano-classify
- description:
- Classify or triage text using local AI via Cercano. Returns a category, confidence level, and brief reasoning. Use this for quick local triage of errors, logs, code quality issues, bug reports, or any content that needs categorization without sending it to the cloud.
- compatibility:
- Requires Cercano server running and connected to an Ollama instance.
Cercano Classify
Classify or triage text into categories using local AI inference.
MCP Tool
Tool name: cercano_classify
Parameters
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| text | string | Yes | The text to classify or triage. |
| categories | string | No | Comma-separated list of categories to choose from. If omitted, the model determines appropriate categories. |
Response
Returns a structured classification:
- Category: The determined category
- Confidence: high, medium, or low
- Reasoning: One sentence explanation
Examples
Classify an error with predefined categories:
{
"text": "FATAL: password authentication failed for user \"postgres\"",
"categories": "auth,network,configuration,data,unknown"
}
Open-ended classification:
{
"text": "The API returns 200 but the response body is empty when the user has no profile picture set"
}
Related Skills
GoogleDevRelExplorations/cercano-summarize
devops
VerifiedTrustedCommunity
Summarize text or files using local AI via Cercano without sending content to the cloud. Supports brief, medium, and detailed summary lengths.
SKILL.mdUpdated Apr 16, 2026
GoogleDevRelExplorations/cercano-submit-usage
devops
VerifiedTrustedCommunity
Submit cloud token usage data to Cercano (opt-in). This sends data, not a report — use cercano_stats to view usage. Helps track cloud tokens alongside local inference for accurate local-vs-cloud comparison.
SKILL.mdUpdated Apr 16, 2026
GoogleDevRelExplorations/cercano-stats
tools
VerifiedTrustedCommunity
View Cercano usage statistics and cloud token savings. Shows total requests, tokens processed locally, cloud tokens reported by the host, percentage kept local, and breakdowns by tool, model, and day.
SKILL.mdUpdated Apr 16, 2026
GoogleDevRelExplorations/cercano-research
development
VerifiedTrustedCommunity
Research a question using DuckDuckGo search and local AI analysis. Crafts search queries, fetches top results, and synthesizes a sourced answer — all locally.
SKILL.mdUpdated Apr 16, 2026