GitHub
openspec-new-change
Start a new OpenSpec change using the experimental artifact workflow. Use when the user wants to create a new feature, fix, or modification with a structured step-by-step approach.
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GitHub
tracing-observability
Structured logging and distributed tracing for Rust.
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GitHub
error-tracking
Use this agent to implement error tracking with Sentry or similar service for production error monitoring. User: "Set up Sentry for error tracking" Agent: Use error-tracking to integrate Sentry User: "Moni...
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GitHub
logging-aggregation
Centralize logs with ELK/EFK and retention policies.
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GitHub
logging-optimizer
Tune log levels, structure, and sampling.
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GitHub
logging-system
Use this agent when implementing structured logging with proper log levels, formatting, and rotation. User: "We're using print statements instead of proper logging" Agent: Use logging-system to implement stru...
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GitHub
performance-monitoring
Use this agent to monitor application performance, API response times, and database query performance. User: "Add API response time monitoring" Agent: Use performance-monitoring to add metrics User: "Track...
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GitHub
java-debugging-prod-incidents
Production incident debugging playbook for Java services: triage with logs/metrics/traces, safe JVM diagnostics (jcmd/JFR/thread dumps), rollback decision tree, communication, and blameless postmortems. Use dur...
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GitHub
java-observability-metrics
Design and implement service metrics (counters, gauges, timers, histograms) with strict label/cardinality rules and SLO-ready signals. Use when adding KPIs/SLOs, building dashboards, or preventing metrics cardi...
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GitHub
java-logging-structured
Implement structured logging (JSON/logfmt), correlation IDs, and safe log policies (levels, redaction, sampling). Use when incident response is slow, tracing request flows is hard, or logs are inconsistent acro...
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GitHub
data-catalog-creator
Manage metadata, lineage, and discovery.
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GitHub
audit-logger
Implement immutable audit logging and SIEM integration.
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GitHub
java-observability-tracing
Implement distributed tracing with OpenTelemetry (context propagation, sampling, semantic conventions, span design) and integrate with logs/metrics. Use when debugging microservices latency, dependency failures...
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GitHub
meta-health
Generate system health dashboard with compound engineering metrics
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GitHub
eureka-context-engineering-v61
Complete Eureka V6.1 Context Engineering suite with observability, structured output, and hybrid memory
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GitHub
observability-stack
Deploy metrics, logs, tracing, and SLO tracking.
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GitHub
nestjs-observability
Structured logging (Pino) and Prometheus metrics.
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GitHub
collecting-evidence
Use when researching a specific pillar and need to create traceable evidence objects. Guides creation of YAML evidence files with semantic IDs, confidence scores, and assumptions.
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GitHub
python-guidelines
Python coding guidelines and best practices
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GitHub
typescript-strict
Sets up TypeScript with strict type safety standards, including tsconfig.json with strict mode, ESLint rules, and type checking scripts. Use when starting a TypeScript project or enforcing type safety.
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GitHub
csharp-review
Code review against C# 14 standards. Four modes: standards, performance, architecture, full. Use for "/review", "check code", "performance review".
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GitHub
validator
Struct validation using tags for Go.
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GitHub
content-validator
Validate new campaign articles for template adherence, proper links, frontmatter compliance, and consistent style
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GitHub
code-review
Review code for team standards, security, and best practices
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