Analyze projects and recommend observability integration. Use when adding observability to projects Claude Code works on.
Scanned 9/4/2026
Install to Claude Code
npx -y skills add NeverSight/skills_feed --skill project-observability-analyzer --agent claude-codeInstalls into .claude/skills of the current project.
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---
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
1. **Scan Project Structure** (files, dependencies, framework)
2. **Detect Framework** (Express, Next.js, FastAPI, Spring Boot, etc.)
3. **Identify Existing Logging** (Winston, Pino, Python logging, etc.)
4. **Detect Existing Observability** (Prometheus exporters, OTEL, APM agents)
5. **Analyze API Endpoints** (if web framework detected)
6. **Generate Recommendations**:
- OTEL instrumentation points
- Logging library configurations
- Prometheus metrics to add
- Docker compose integration
7. **Generate Integration Files**:
- Updated docker-compose.yml (app + observability)
- OTEL instrumentation code
- Logger configuration
- README with setup instructions
## Example Output
```markdown
## 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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