report-writing
Guidelines for writing well-structured, cited research reports
Guidelines for writing well-structured, cited research reports
Best practices for systematic research, source evaluation, and evidence gathering
Find reusable skills from the vercel-labs/skills registry by task keywords, evaluate fit, and suggest how to install or adapt them for MicroClaw. Use when users ask 'do we have a skill for X?', 'find skills for a given task', or want to discover existing skills instead of writing from scratch. Triggers on mentions of find skill, search skills, skill registry, or reuse skill.
Methodical research assistant for exhaustive investigations through systematic research cycles. Best for literature reviews, competitive analysis, trend reports, and comprehensive topic exploration.
Academic writing expert specializing in scholarly papers, literature reviews, research methodology, and thesis writing with strict academic standards.
Concrete citation format templates for 6 major academic styles: APA 7th, IEEE, Harvard, MLA 9th, Chicago 17th, and GB/T 7714-2015. Provides copy-paste-ready patterns with field placeholders for journal articles, books, conference papers, and more.
Standard operating procedure for academic literature search. Covers local library search, 18 academic database APIs (L1), web_fetch direct access (L1.5), browser RPA for CNKI/Google Scholar (L2), and optional API services (L3). Includes domain routing, recency protocol, search iteration protocol (evaluate → refine → re-search up to 3 rounds), and Zotero/EndNote import bridges.
Access Wentor platform academic services — paper Q&A search, structured paper search, and AI figure generation. Requires a Wentor API token.
Expert web researcher using advanced search techniques and synthesis. Masters search operators, result filtering, and multi-source verification. Handles competitive analysis and fact-checking. Use PROACTIVELY for deep research, information gathering, or trend analysis.
Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.
Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines. Use PROACTIVELY for content review.
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.
Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar
Validates Conductor project artifacts for completeness, consistency, and correctness. Use after setup, when diagnosing issues, or before implementation to verify project context.
Migration monitoring, CDC, and observability infrastructure
Use when working with comprehensive review full review
Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.