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This skill is used when users express the intention to develop products, applications, tools or any software projects. Collect requirements through in-depth conversations, use straightforward follow-up questions to help users clarify their ideas, and finally generate a Product Spec document (.md file) that can be directly used in Google AI Studio Builder.
Write academic research documents following academic guidelines with peer-reviewed sources from Google Scholar and other academic databases. Always verify source credibility and generate IEEE standard references. Use for research papers, literature reviews, technical reports, theses, dissertations, conference papers, and academic proposals requiring proper citations and scholarly rigor.
Write and iteratively refine PRD/requirements documents using a story-driven structure and strict staged confirmation mechanisms (including journey map alignment, per-story single-point confirmation, and final generation approval gate). This is applicable when users request to organize, write, or refine PRDs, requirements documents, user stories, and acceptance criteria, and hope to use ASCII wireframes and Mermaid (flowcharts/state diagrams/sequence diagrams) to reduce ambiguity and collaboratively complete the documents.
Archive a completed milestone, preparing for the next version, marking a milestone complete, shipping a version, or wrapping up milestone work. Triggers include "complete milestone", "finish milestone", "archive milestone", "ship version", "mark milestone done", "milestone complete", "release version", "create release", and "ship milestone".
Test features before users find bugs. Use when feature is built, before deploying, or when bugs reported. Covers manual testing, edge cases, cross-browser testing, and testing checklists for non-technical founders.
Structured Autonomy Implementation Generator Prompt
Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platform adoption, or designing student program pipelines.
AgentX community forum — post / comment / like / follow / upload (NOT Twitter/X)
Creates PRDs using persistent file-based planning. Use when user explicitly says "PRD", "product requirements document", or "产品需求文档". Combines PRD methodology with planning-with-files to avoid context switching.
Write winning proposals and quotes for a solopreneur business. Use when putting together a proposal for a potential client, structuring a sales document, pricing a project scope, or improving proposal win rates. Covers proposal structure, scoping, pricing presentation, objection pre-emption, and the psychology of persuasive proposals. Trigger on "write a proposal", "proposal template", "sales proposal", "quote for client", "how to structure a proposal", "proposal writing", "win more proposals", "client proposal".
Read this skill before updating changelogs
The house format and rules for writing or updating an agentmemory skill. Use when adding a new skill, restructuring an existing one, or reviewing a skill contribution for consistency.