学术
学术写作、研究与引用
solo-builder
quangrau
Solo Builder agent that builds complete applications from scratch using a phased Agentic Coding workflow with deep research, per-phase testing, and human-in-the-loop checkpoints.
suparank
egebese
AI-powered SEO content creation toolkit. Research keywords, write optimized articles, and publish to WordPress/Ghost.
taiwan-stock-radar
rabbit68116-ux
Use when the task is to analyze one Taiwan stock through a multi-agent research council. Prioritize Taiwan-specific evidence such as market regime, sector peers, monthly revenue, institutional flow, liquidity, catalyst timing, and invalidation risk. Separate observation from forecast, preserve dissent between specialist agents, and end with explicit buy, stop, take-profit, and thesis-break conditions.
tensorflow
G1Joshi
TensorFlow machine learning platform with Keras. Use for ML models.
jax
G1Joshi
JAX high-performance numerical computing. Use for ML research.
academic-researcher
SiluPanda
Expert-level academic research and LaTeX paper writing with IEEE/APA citation support. Creates peer-reviewed research papers, literature reviews, and theses with proper scholarly standards.
general-research
Przemocny
Conducts systematic internet research through strategic questioning and multi-source analysis. Gathers information from web sources (not codebase), cross-references claims across multiple sources, evaluates source credibility using tier system (official docs, expert blogs, community resources), identifies patterns and consensus, and produces structured reports in .research/. Use when user needs to gather knowledge from internet, find best practices, compare solutions, evaluate technologies, understand industry trends, or investigate topics thoroughly. Triggers include "research online", "gather information about", "find best practices for", "compare solutions", "evaluate", "investigate topic", "what do sources say", "look up", "search for information".
Dissertation Defense Skill
fabioc-aloha
"Comprehensive preparation for doctoral dissertation defense including timeline management, presentation design, Q&A practice, mock sessions, and committee dynamics."
Grant Writing Skill
fabioc-aloha
"Translate research vision into funded reality."
research
krishagel
Multi-LLM parallel research with query decomposition and synthesis
Creative Writing Skill
fabioc-aloha
"Patterns for fiction, narrative structure, character development, dialogue, and storytelling craft."
skill-factory
basher83
Research-backed skill creation workflow with automated firecrawl research gathering, multi-tier validation, and comprehensive auditing. Use when "create skills with research automation", "build research-backed skills", "validate skills end-to-end", "automate skill research and creation", needs 8-phase workflow from research through final audit, wants firecrawl-powered research combined with validation, or requires quality-assured skill creation following Anthropic specifications for Claude Code.
AIRS & Appropriate Reliance Research
fabioc-aloha
"Domain knowledge for AI adoption measurement, psychometric instrument development, and appropriate reliance research"
red-team-review
richfrem
"(Industry standard: Review and Critique Pattern) Primary Use Case: Iterative generation paired with adversarial review, continuing until an 'Approved' verdict is reached. Orchestrated adversarial review loop. Use when: research, designs, architectures, or decisions need to be reviewed by red team agents (human, browser, or CLI). Iterates in rounds of research → bundle → review → feedback until approved."
multi-model-research
krishagel
Orchestrate multiple frontier LLMs (Claude, GPT-5.1, Gemini 3.0 Pro, Perplexity Sonar, Grok 4.1) for comprehensive research using LLM Council pattern with peer review and synthesis
Literature Review
fabioc-aloha
"Systematic literature search, synthesis, gap identification, and narrative construction for academic research"
architecture-decisions
jwilger
Architecture Decision Records with a four-phase lifecycle (RESEARCH → DRAFT → HOLD → MERGE). Activate when making technology choices, defining system boundaries, recording architectural decisions, or creating/updating ARCHITECTURE.md. Enforces research-before-writing and explicit merge authorization.
feedback-triage
troykelly
Use when receiving UAT feedback, bug reports, user testing results, stakeholder feedback, QA findings, or any batch of issues to investigate. Investigates each item BEFORE creating issues, classifies by type and priority, creates well-formed GitHub issues with proper project board integration.
initiative-architecture
troykelly
Use for MASSIVE work requests requiring multi-epic planning. Creates research spikes, documents all unknowns and decisions, builds resumable architecture documents, and structures work into epics and milestones.
legal-research-assistant
swarochish
Multi-source legal research workflow for Indian law covering statutes, case law, and secondary sources. This skill should be used when conducting comprehensive legal research, finding relevant precedents, or analyzing statutory provisions across India Code, Indian Kanoon, and other free legal databases.
work-intake
troykelly
Entry point for ALL work requests - triages scope from trivial to massive, asks clarifying questions, and routes to appropriate planning skills. Use this when receiving any new work request.
pre-work-research
troykelly
Use before starting implementation - research repository documentation, codebase patterns, and external resources to inform the approach
initiative-architecture
troykelly
Use for MASSIVE work requests requiring multi-epic planning. Creates research spikes, documents all unknowns and decisions, builds resumable architecture documents, and structures work into epics and milestones.
feedback-triage
troykelly
Use when receiving UAT feedback, bug reports, user testing results, stakeholder feedback, QA findings, or any batch of issues to investigate. Investigates each item BEFORE creating issues, classifies by type and priority, creates well-formed GitHub issues with proper project board integration.