Implement a production-ready LLM query loop / agent loop for AI applications. Use this skill whenever the user wants to add tool calling, ReAct-style reasoning-action-observation cycles, function calling loops, query engines, agent runtimes, tool_result feedback, max-turn exits, or Claude Code-like Agent Loop behavior to their own product or codebase.
How to install query-loop-implementation?
simbajigege/book2skills/query-loop-implementation
$npx -y skills add simbajigege/book2skills --skill query-loop-implementationInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/simbajigege/book2skills" --skill "simbajigege/book2skills/query-loop-implementation"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/simbajigege/book2skills" that are relevant to the current task. Run `npx skills add "https://github.com/simbajigege/book2skills"` and select the relevant skills, then follow their instructions.
Related
6 picksType
- gpt-image-2Create or edit images with Pilio GPT Image 2 through the unified Pilio developer API.Jul 2026
- spec-driven-implementationDrive a spec-first workflow for substantial features by writing PRODUCT.md before implementation, writing TECH.md when warranted, and keeping both specs…Jul 2026
- review-prReview a pull request diff and write structured feedback to review.json for the workflow to publish.Jul 2026
- write-product-specWrite a PRODUCT.md spec for a significant user-facing feature in Warp, focused on detailed behavior and validation.Jul 2026
- write-tech-specWrite a TECH.md spec for a significant Warp feature after researching the current codebase and implementation constraints.Jul 2026
- fix-errorsFix compilation errors, linting issues, and test failures in the warp Rust codebase. Covers presubmit checks, WASM-specific errors, and running specific tests.Jul 2026
