adaptationio/project-observability-analyzer
.claude/skills/project-observability-analyzer/SKILL.md
Analyze projects and recommend observability integration. Use when adding observability to projects Claude Code works on.
$ install --global
skillsauthnpx skillsauth add adaptationio/skrillz project-observability-analyzerInstall 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: Mar 31, 2026, 1:13 AM57.2s1 file scanned
SKILL.md
- name:
- project-observability-analyzer
- description:
- Analyze projects and recommend observability integration. Use when adding observability to projects Claude Code works on.
Project Observability Analyzer
Analyze project structure and recommend observability strategy for applications.
Workflow
- Scan Project Structure (files, dependencies, framework)
- Detect Framework (Express, Next.js, FastAPI, Spring Boot, etc.)
- Identify Existing Logging (Winston, Pino, Python logging, etc.)
- Detect Existing Observability (Prometheus exporters, OTEL, APM agents)
- Analyze API Endpoints (if web framework detected)
- Generate Recommendations:
- OTEL instrumentation points
- Logging library configurations
- Prometheus metrics to add
- Docker compose integration
- Generate Integration Files:
- Updated docker-compose.yml (app + observability)
- OTEL instrumentation code
- Logger configuration
- README with setup instructions
Example Output
## Project: Express.js REST API
**Framework**: Express.js 4.18.2
**Logging**: Winston (JSON format) ✅
**Observability**: None ❌
**Recommendations**:
1. Add express-prom-bundle for Prometheus metrics
2. Configure Winston → Loki (via Alloy)
3. Add OTEL auto-instrumentation for tracing
4. Integrate with LGTM stack
**Files Generated**:
- docker-compose-with-app.yml
- otel-instrumentation.js
- winston-loki-config.js
Framework Templates
- Express.js integration
- Next.js integration
- FastAPI integration
- Spring Boot integration
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