Research unfamiliar APIs and technologies using multi-source verification workflows.
npx skills add https://github.com/lushly-dev/afd --skill research-topics
Please help me install this Agent Skill. Skill: research-topics Source: https://github.com/lushly-dev/afd/tree/main/.claude/skills/research-topics Command: npx skills add https://github.com/lushly-dev/afd --skill research-topics
This Skill addresses the challenge of quickly and reliably understanding unfamiliar technologies, APIs, and best practices by providing a structured, multi-source research methodology.
Use the research-topics skill to learn about the FAST Element v2 satisfies operator.
High-intent search queries and answers about installing and using this skill.
To research an unfamiliar API, use a systematic multi-source strategy that combines codebase analysis, documentation lookup, and web search to verify sources and understand integration patterns.
Evaluating technologies effectively requires an evidence-based analysis strategy that compares documentation, source verification, and best practices across multiple sources to ensure informed selection.
Troubleshoot unknown errors by gathering context through a structured workflow that consults documentation, analyzes the codebase, and performs web searches to identify root causes.
Verify coding best practices by consulting established standards and using source verification workflows to ensure your implementation patterns match reliable, documented methodologies.
Source verification is needed during API research when validating unfamiliar libraries or troubleshooting errors, ensuring the documentation and code examples you rely on are accurate and trustworthy.
yu13130122297Identify uncertainties in research framing, datasets, metrics, and baselines.
wtthorntonRetrieve library documentation and best practices for project technologies.
302aiFetch official documentation and API references for libraries and frameworks.
sheng-jieOrganize web research and synthesize findings into a cited report.
