发现 Skills

System bottleneck identification and exploitation skill with throughput analysis and five focusing steps implementation

Process energy audit skill for consumption analysis, benchmarking, and efficiency improvement identification

Specialized skill for fatigue life assessment and durability prediction under cyclic loading conditions

Geant4 detector simulation skill for particle transport, detector geometry, and physics process modeling

Data quality validation skill using Great Expectations for schema validation, expectation suites, data documentation, and automated data quality checks in ML pipelines.

Guardrails AI validation framework setup for LLM applications. Implements input/output validation, safety checks, and enforcement of structured outputs.

Simulate realistic coding interview experience

Multi-criteria decision analysis skill with AHP, TOPSIS, and weighted scoring methods.

Validate functional equivalence after migration with side-by-side comparison and behavioral verification

Deep integration with OWASP ZAP for automated security scanning, vulnerability detection, and API security testing. Execute spider and active scans, analyze alerts, generate security reports, and integrate with CI/CD pipelines.

Arize Phoenix observability platform setup for LLM debugging and evaluation

Protocol Buffers and gRPC service definition with backward compatibility checks

Internal quality audit skill with planning, execution, findings documentation, and corrective action tracking

Analyze skill gaps and prioritize learning investments across the organization

TypeScript SDK development with Node.js and browser support. Design SDK architecture, implement type-safe API clients, support ESM and CommonJS modules, and configure bundling for browsers.

A Linux system troubleshooting workflow for diagnosing and resolving system issues, performance problems, and service failures.

Automatic payment tracking and follow-up

Backend service development expert (generalist). Proficient in multiple backend technology stacks and able to choose the most suitable technical solution based on requirements. Use this skill when the user needs API development, database design, microservice architecture, or backend business logic. Automatically switch to the corresponding language expert mode according to the user's required tech stack: - Python → see python/SKILL.md - Node.js → see nodejs/SKILL.md - Go → see go/SKILL.md - Java → see java/SKILL.md

Manually trigger the cdd-code-simplifier agent to review and simplify code

Use this skill when asked about "hooks", "PreToolUse", "PostToolUse", "SessionStart", "hook events", "validate tool use", "block commands", "add context on session start", or implementing event-driven automation.

Trace bugs backward to their origin, not just symptoms

Readiness checklist for homelab VLAN segmentation, local DNS filtering, and WireGuard-style remote access before changing router, firewall, DHCP, or VPN configuration.

Generate production-ready API endpoints from natural language descriptions. Supports Next.js App Router, tRPC, and Express. Includes authentication, validation, error handling, and best practices. Use when building REST or tRPC APIs.

Automate the initial setup of a new skill. Use when you want to create a new skill from scratch.