Research external libraries and APIs to produce evidence-backed integration plans.
npx skills add https://github.com/nklisch/skills --skill research-nklisch
Please help me install this Agent Skill. Skill: research Source: https://github.com/nklisch/skills/tree/main/plugins/workflow/skills/research Command: npx skills add https://github.com/nklisch/skills --skill research-nklisch
Helps teams and agents systematically evaluate external libraries, APIs, SDKs, and architectural patterns so design and implementation decisions are evidence-based and low-risk.
Run the research skill to evaluate candidate libraries, produce a research document with recommendations, and generate an auto-loading reference skill for the chosen technology.
High-intent search queries and answers about installing and using this skill.
Evaluating external libraries and SDKs requires verifying API surfaces against official documentation, assessing maintenance health and release cadence, and checking licensing compatibility constraints to produce an evidence-backed integration plan. This structured investigation confirms runtime and build system compatibility for low-risk technology selection.
Verifying breaking changes during a framework upgrade involves checking the new API surfaces against existing integration patterns and assessing migration impacts. A structured research assessment identifies viable options and compatibility constraints, producing a reference skill for future agents to ensure accurate implementation.
Assessing dependency maintenance health involves evaluating release cadence, ecosystem traction, and overall maintenance activity. A thorough library evaluation checks these factors alongside licensing constraints to confirm that the chosen API or SDK remains actively supported and viable for long-term integration.
Yes, confirming a cloud SDK's compatibility with your runtime involves verifying its API surfaces and checking compatibility constraints across different build systems. The research process produces code examples and an auto-loading reference skill to guide future agents in accurate integration pattern implementation.
Choosing between competing HTTP client libraries requires considering limitations in licensing compatibility, runtime integration constraints, and ecosystem traction. A structured investigation identifies these constraints by verifying API surfaces and maintenance health, ensuring the selected library aligns with your specific build system and long-term project requirements.
yu13130122297Identify uncertainties in research framing, datasets, metrics, and baselines.
lee-toOrchestrate iterative artifact refinement through PLAN, PRODUCE, PREPARE, EVALUATE, CRITIQUE, and REFINE phases.
air-gappedVerify and document software dependency licenses for project compliance.
dividedbyScan local files to patch stale READMEs, API docs, and CHANGELOGs.
