GitHub tasks often lack review, issue, and CI context. This skill uses GitHub CLI commands to collect relevant repository information before analysis.

Implementation context is often lost after code is committed. This workflow guides transcript review, selective staging, commit creation, and branch publication.

Storage failures and slow startup phases are difficult to trace across PostgreSQL and ChromaDB. This skill guides metrics, inspection endpoints, drift checks, and dashboard implementation.

FastAPI streams can freeze the event loop during executor shutdown. This skill guides stack capture, executor cleanup, and responsiveness checks.

Problems are hard to explain when symptoms, evidence, and assumptions are mixed together. This skill structures diagnostic reasoning into hypotheses, mechanisms, confidence, and missing data.

Integration failures can block deployments through port conflicts, unavailable databases, or mismatched APIs. This skill provides a focused checklist for finding those problems early.

Latency issues in MEV systems are hard to isolate across calls and transaction stages. This skill guides span hierarchy, instrumentation, aggregation, and alert thresholds.

Distributed failures are hard to trace when logs do not share context. This skill guides structured JSON logs and correlation IDs across services.

DeFi registry changes often require synchronized edits across several frontend, backend, shared, and Rust files. This skill gives Claude, Codex, and Claude Code checklists and templates for complete token, protocol, chain, and RPC updates.

Pull request merges need consistent validation before repository changes happen. This skill guides Claude, Codex, or Claude Code through checks, confirmation, merge, and cleanup.

Java teams need clear guidance to send traces, metrics, and logs to Azure Monitor. This skill provides setup, span, metric, exception, and migration examples for OpenTelemetry-based observability.

Teams need repeatable container and Kubernetes patterns that reduce production security risk. This skill helps Claude, Codex, and Claude Code generate hardened Dockerfiles, manifests, GitOps examples, and observability guidance.

Cloud teams need repeatable patterns for infrastructure, deployment, and release safety. This skill provides practical IaC, GitOps, and progressive delivery guidance for Claude, Codex, and Claude Code.

Modern operations teams need reliable patterns for monitoring, incident response, and self-healing automation. This skill provides framework-agnostic AIOps designs, examples, and workflows.

Database schema changes can break applications or lose data when they are handled manually. This skill guides Alembic setup, migration generation, rollback planning, and review for SQLModel and FastAPI projects.

Python teams can leak credentials or mix settings across environments. This skill provides local tools and guidance for structured configuration and secrets handling.

Launching a production funnel requires coordinated infrastructure, integrations, pages, and testing. This skill provides a practical Autonnel workflow for deployment and agent-driven operation.

WordPress command-line operations can damage data or affect the wrong site. This skill provides guarded workflows for inspection, changes, automation, and verification.

Slow WordPress sites need careful measurement before changes. This skill guides Claude, Codex, and Claude Code through backend-only profiling, bottleneck analysis, and safe verification.

Managing providers, auth methods, and usage limits can be complex across Claude, Codex, Claude Code, and other tools. This skill documents commands for provider priority, credentials, model mappings, limits, status checks, and fallback behavior.