Manages complex multi-language repository architectures through standardized task commands and automated version synchronization.
Assess every user request before answering or acting for reasonableness, ambiguity, hidden hazards, authorization, irreversible effects…
Drafts structured user stories and technical requirements following the INVEST framework in Traditional Chinese.
Extract complete, unambiguous requirements from specifications.
Transforms business analyses into epics, features, and tech-agnostic success criteria; creates the architect handoff.
Interactive PM interview with expertise-adaptive questioning for requirements elicitation
ALWAYS START HERE for any LangChain, Deep Agents, or LangGraph agent building project.
Conducts systematic research, data synthesis, and evidence-based analysis to support decision-making and documentation.
Document codebase as-is with thoughts directory for historical context
Strategic research companion — brainstorm, evaluate, and decide on research directions.
Turn messy user research notes, interviews, support tickets, surveys, and product context into an evidence-backed decision room: a single…
Use when handling research ethics, transparency, and data sharing for a New Media & Society (NM&S) manuscript — consent and anonymization…
Research a problem on the internet — search the web and pull answers from authoritative sources (official docs, GitHub issues/PRs, Stack…
Indexes and queries project research graphs backed by hex-research MCP.
Scaffold a new research project with full reproducibility infrastructure in R and/or Python.
Orchestrates multi-step scientific research investigations to identify research gaps, trace model assumptions, and validate theoretical…
Pursue an active theoretical or computational research Goal with minimal file-backed memory of key claims, hard dependencies, evidence…
Anti-hallucination research mode. Toggle on to enforce citation requirements, source grounding, and "I don't know" behavior. Toggle off…
This skill should be used when conducting comprehensive reviews of research papers for top-tier computer science conferences.
Use when deciding which respol-* sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Research…
Write a structured research protocol or study design document.