aws-samples/sample-ai-plc-practices

aiplc

AI Product Lifecycle pipeline — 从深度研究到交付的全自动四步流程。触发词: 'aiplc [主题]'、'AI-PLC [topic]'、'从研究到交付'。当用户想对一个主题进行完整的研究→PRD→计划→执行流程时激活。

Idioma do texto original: chinês

brainstorm

Transform a research markdown into a right-sized Product Requirements Document through forcing-question interrogation, premise pressure-testing, and adversarial self-review. Ingests research.md (or runs cold-start if none), classifies scope into Lightweight /…

Idioma do texto original: inglês

deepresearch

Deep research orchestrator. Launches 5-8 parallel research agents across web, docs, code, and academic sources. Cross-validates findings via consensus matrix. Applies Socratic questioning to challenge assumptions and expose gaps. Generates structured markdown…

Idioma do texto original: inglês

execute

Consumes a plan file produced by the plan skill and ships it to working artifacts. Dispatches independent units in parallel waves per the plan's dependency graph, runs a single consolidated Oracle review at the end, and updates the plan's Completion Status…

Idioma do texto original: inglês

plan

Transform a PRD (or conversation context) into a concise, DAG-shaped implementation plan with stable U-IDs, explicit dependencies, and declared parallel-execution waves. Consumes brainstorm-produced PRDs (R#/A#/F#/AE# IDs) or runs cold-start. Produces…

Idioma do texto original: inglês