bryancostanich/cercano-classify
plugins/skills/cercano-classify/SKILL.md
Use when the user needs to categorize, triage, or classify text — error severity, code quality, bug reports, log entries. Quick local classification without cloud round-trip.
$ install --global
skillsauthnpx skillsauth add bryancostanich/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 17, 2026, 10:41 AM21.9s1 file scanned
SKILL.md
- name:
- cercano-classify
- description:
- Use when the user needs to categorize, triage, or classify text — error severity, code quality, bug reports, log entries. Quick local classification without cloud round-trip.
- 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
bryancostanich/cercano-summarize
testing
VerifiedTrustedCommunity
Use when the user needs to summarize large text, files, logs, or diffs. ALWAYS prefer this over reading large files directly into cloud context. Processes content locally and returns a concise summary.
3SKILL.mdUpdated Apr 17, 2026
bryancostanich/cercano-submit-usage
devops
VerifiedTrustedCommunity
Use when the user wants to submit cloud token usage data to Cercano for tracking. This sends data, not a report — use cercano_stats to view usage. Opt-in telemetry for local-vs-cloud comparison.
3SKILL.mdUpdated Apr 17, 2026
bryancostanich/cercano-stats
tools
VerifiedTrustedCommunity
Use when the user asks about Cercano usage, token savings, or local vs cloud inference stats. Shows total requests, tokens processed locally, and breakdowns by tool, model, and day.
3SKILL.mdUpdated Apr 17, 2026
bryancostanich/plugins/skills/cercano-research
tools
VerifiedTrustedCommunity
--- name: cercano-research description: Use when the user asks to research, look up, investigate, find information, or learn about any topic. Use this INSTEAD of WebSearch or WebFetch for general research questions. ALWAYS prefer this tool for web research. DO NOT TRIGGER when: user provides a specific URL to read (use cercano-fetch instead). compatibility: Requires Cercano server running and Python venv set up (run 'cercano setup'). --- # Cercano Research Research a question using web search
3SKILL.mdUpdated Apr 17, 2026