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Python · By ancoleman
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Implements navigation patterns and routing for both frontend (React/TS) and backend (Python) including menus, tabs, breadcrumbs, client-side routing, and server-side route configuration. | ancoleman/ | 526 | — | ~1.8k | Automated safety check: Pass | MIT | 10 mo ago |
| 2 | Implements search and filter interfaces for both frontend (React/TypeScript) and backend (Python) with debouncing, query management, and database integration. | ancoleman/ | 526 | — | ~1.6k | Automated safety check: Pass | MIT | 10 mo ago |
| 3 | Monitoring, logging, and tracing implementation using OpenTelemetry as the unified standard. | ancoleman/ | 526 | — | ~3k | Automated safety check: Pass | MIT | 10 mo ago |
| 4 | Real-time communication patterns for live updates, collaboration, and presence. | ancoleman/ | 526 | — | ~2.3k | Automated safety check: Pass | MIT | 10 mo ago |
| 5 | Data ingestion patterns for loading data from cloud storage, APIs, files, and streaming sources into databases. | ancoleman/ | 526 | — | ~1.9k | Automated safety check: Pass | MIT | 10 mo ago |
| 6 | Transform raw data into analytical assets using ETL/ELT patterns, SQL (dbt), Python (pandas/polars/PySpark), and orchestration (Airflow). | ancoleman/ | 526 | — | ~3k | Automated safety check: Pass | MIT | 10 mo ago |
| 7 | Async communication patterns using message brokers and task queues. | ancoleman/ | 526 | — | ~2.9k | Automated safety check: Pass | MIT | 10 mo ago |
| 8 | Relational database implementation across Python, Rust, Go, and TypeScript. | ancoleman/ | 526 | — | ~2.5k | Automated safety check: Pass | MIT | 10 mo ago |
| 9 | Writing optimized, secure, multi-stage Dockerfiles with language-specific patterns (Python, Node.js, Go, Rust), BuildKit features, and distroless images. | ancoleman/ | 526 | — | ~3.2k | Automated safety check: Notes | MIT | 10 mo ago |
| 10 | Assembles component outputs from AI Design Components skills into unified, production-ready component systems with validated token integration, proper import chains, and framework-specific… | ancoleman/ | 526 | — | ~3.3k | Automated safety check: Pass | MIT | 10 mo ago |
| 11 | Build professional command-line interfaces in Python, Go, and Rust using modern frameworks like Typer, Cobra, and clap. | ancoleman/ | 526 | — | ~3.2k | Automated safety check: Pass | MIT | 10 mo ago |
| 12 | Debugging workflows for Python (pdb, debugpy), Go (delve), Rust (lldb), and Node.js, including container debugging (kubectl debug, ephemeral containers) and production-safe debugging techniques with… | ancoleman/ | 526 | — | ~3.3k | Automated safety check: Pass | MIT | 10 mo ago |
| 13 | Generate comprehensive technical documentation including API docs (OpenAPI/Swagger), code documentation (TypeDoc/Sphinx), documentation sites (Docusaurus/MkDocs), Architecture Decision Records… | ancoleman/ | 526 | — | ~3k | Automated safety check: Pass | MIT | 10 mo ago |
| 14 | Strategic guidance for choosing and implementing testing approaches across the test pyramid. | ancoleman/ | 526 | — | ~3.8k | Automated safety check: Pass | MIT | 10 mo ago |
| 15 | Build event streaming and real-time data pipelines with Kafka, Pulsar, Redpanda, Flink, and Spark. | ancoleman/ | 526 | — | ~2.9k | Automated safety check: Pass | MIT | 10 mo ago |
| 16 | Engineer effective LLM prompts using zero-shot, few-shot, chain-of-thought, and structured output techniques. | ancoleman/ | 526 | — | ~5.1k | Automated safety check: Warn | MIT | 10 mo ago |
