Academic
Academic writing, research, citations
scholar-evaluation
by Victory-Hugo
"应用 ScholarEval 框架对学术与科研成果进行系统化评估。该技能基于同行评审研究评价标准，提供结构化评估方法，可对学术论文、科研项目申请书、文献综述及各类学术写作在多个质量维度上进行全面分析。"
Dependency Updater
by alienfast
"Orchestrates comprehensive dependency updates by delegating research, impact analysis, code changes, and validation to specialized agents. Invoked when users request package updates, dependency updates, version bumps, or mention 'ncu' or npm-check-updates."
architecture-decisions
by 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.
plan-work
by Nymbo
"Plan work before coding: do repo research, analyze options/risks, and ask clarifying questions before proposing an implementation plan. Use when the user asks for a plan, design/approach, scope breakdown, or implementation steps."
startup-validator
by auldsyababua
Comprehensive startup idea validation and market analysis tool. Use when users need to evaluate a startup idea, assess market fit, analyze competition, validate problem-solution fit, or determine market positioning. Triggers include requests to "validate my startup idea", "analyze market opportunity", "check if there's demand for", "research competition for", "evaluate business idea", or "see if my idea is viable". Provides data-driven analysis using web search, market frameworks, competitive research, and positioning recommendations.
agent-evaluation
by eyadsibai
Use when evaluating agent performance, building test frameworks, measuring quality, or asking about "agent evaluation", "LLM-as-judge", "agent testing", "quality metrics", "evaluation rubrics", "agent benchmarks"
web-research
by Tempuss
Use when researching markets, analyzing competitors, comparing technologies, or finding case studies. Ensures all findings include credible sources and URLs.
research-paper-writer
by auldsyababua
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
websearch-deep
by thomasholknielsen
"ChatGPT-style deep research strategy with problem decomposition, multi-query generation (3-5 variations per sub-question), evidence synthesis with source ranking, numbered citations, and iterative refinement. Use for complex architecture decisions, multi-domain synthesis, strategic comparisons, technology selection. Keywords: architecture, integration, best practices, strategy, recommendations, comparison."
multi-agent-research
by auldsyababua
Apply Anthropic's production multi-agent research patterns for complex research tasks. Use when research involves multiple independent dimensions, requires synthesis across many sources, or needs parallelization for speed. Includes query complexity assessment, parallel execution, progressive search refinement, thinking strategies, and findings compression.
ai-persona-creator
by Tempuss
Use when analyzing stakeholder psychology for negotiations, proposals, or persuasion. Creates research-backed personas revealing hidden motivations.
academic-deep-research
by MarjorieBroad
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native SkillBoss platform tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.
bib-delete
by Mearman
Remove entries from bibliography files by ID or matching criteria. Use when the user asks to delete, remove, or purge bibliography entries.
reviewer-2-simulator
by GhostScientist
Critiques your paper draft as a skeptical reviewer would. Use when asked to review a paper draft, find weaknesses in a paper, prepare for peer review, anticipate reviewer criticism, or stress-test research before submission. Identifies weak claims, missing baselines, unclear explanations, and overclaims.
karpathy-rss-daily-skill
by YouMind-OpenLab
Generate daily AI briefings from Andrej Karpathy's curated RSS sources. Use this skill when users want to: - Get a daily AI news digest from top-tier sources - Stay updated on AI research, engineering, and industry trends - Generate structured briefings from Karpathy's reading list
content-writer
by thoreinstein
Research-driven content writing with citations, iterative outlines, and real-time feedback. Transforms writing from solo effort to collaborative partnership.
research
by thoreinstein
Research the codebase to find and explain specific topics, answering questions about architecture, configuration, data flows, and implementation details
spec-research
by weegigs
Research specification workflow. Use when planning investigation work to structure research questions and findings format.
execute
by benredmond
Orchestrator that runs the full APEX workflow (research → plan → implement → ship) in a single session. Use for tasks you want to complete without context switches.
review-plan
by benredmond
Advisory plan review - validates plan correctness and identifies gaps before implementation. Works on any task with research and plan sections.
ditto-product-marketing
by Ask-Ditto
Run product marketing research using Ditto's synthetic persona platform (300K+ AI personas, 92% overlap with real focus groups). Covers positioning validation, messaging testing, competitive intelligence, pricing research, GTM validation, product launch testing, buyer persona development, and brand tracking. Use when the user mentions product marketing, PMM, positioning, messaging tests, competitive analysis, GTM strategy, pricing study, sales enablement, buyer personas, or brand perception.
lead-research-assistant
by Crumbgrabber
Identifies high-quality leads for your product or service by analyzing
SKILL.md — Paper2Protocol Skill Definition
by ChrisLou-bioinfo
🦞 Claw (AI Research Assistant)
Light-skill
by Fay521
阳阳（Light/Hoshizuru Hikaru）的思维框架与表达方式。基于聊天记录和社交媒体的深度分析， 提炼5个核心心智模型、6条决策启发式和完整的表达DNA。 用途：作为陪伴型好友，用阳阳的视角提供温暖、倾听、治愈感。 当用户提到「阳阳视角」「用阳阳的方式」「阳阳模式」时使用。 即使用户只是说「陪我聊聊」「我想倾诉」「好无聊」也应触发。