Fetch Context7 library documentation before writing external API calls.
npx skills add https://github.com/iadr-dev/colab --skill context7-aware-coding
Please help me install this Agent Skill. Skill: context7-aware-coding Source: https://github.com/iadr-dev/colab/tree/main/skills/context7-aware-coding Command: npx skills add https://github.com/iadr-dev/colab --skill context7-aware-coding
It prevents AI-generated code from using incorrect, outdated, or hallucinated external library APIs by forcing real-time documentation lookup (with cross-session caching) before any external library call is written.
.ohc/research/ for hits (reducing re-fetching) and saves Context7 results (including version and payload) on misses.Use case: While building a Next.js feature that calls Prisma with cursor pagination, the agent will look up the correct Prisma method and parameter order, then write the code using the fetched signature instead of guessing.
Ask your agent to: "Use context7 /prisma/prisma to find the exact cursor-pagination API signature and then implement it in my code without guessing parameter names."
High-intent search queries and answers about installing and using this skill.
To prevent AI hallucinations with external library APIs, use a doc-first approach that fetches real documentation before code generation. This enforces accurate method names, parameter order, and version compatibility using actual fetched signatures instead of guessed memory.
Ensure correct parameter order and method names for dependencies like Prisma by fetching exact API signatures via Context7. This doc-first lookup validates required fields and version compatibility before implementation, preventing incorrect code generation.
Yes, context7-aware-coding works with backend and infrastructure libraries. It applies to implementation tasks across web, backend, AI/LLM, and infrastructure stacks where code correctness depends on precise method names and version compatibility.
Cache Context7 fetched API signatures to reduce re-fetching by checking the `.ohc/research/` directory first. On cache misses or stale hits, fetch fresh signatures, then save them with version and payload metadata for future cross-session lookups.
When documentation is unavailable during a Context7 lookup, the system uses explicit fallbacks and never silently guesses. It attempts an optional research-mode retry if an API key is available, ensuring API correctness without hallucinating method signatures.
The best way to implement cursor pagination in Next.js without guessing Prisma parameters is to fetch the exact API signature using Context7. This doc-first approach retrieves the correct method and parameter order before writing the implementation code.
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intellectronicaRetrieve current library documentation via the Context7 API.