Compare competing hypotheses on a decision-shaped question using an ACH-style evidence matrix (hypotheses × evidence-for/against).
Performs deep 13-dimension competitor analysis with quantitative scoring rubric. Produces a competitor dossier
Research UI component patterns across 60 component types and 95 production design systems (2,676+ examples from component.gallery).
11 academic writing skills. Trigger: writing paper sections, structuring arguments, academic prose. Design: section-by-section guides (abstract, intro, methods, discussion) with…
Ensure thorough validation, error recovery, and transparent reasoning in research tasks with multiple tool calls — from claudianus/superliora
Ensure thorough validation, error recovery, and transparent reasoning in research tasks with multiple tool calls — from majiayu000/claude-skill-registry
Use when a task needs the judgment of a Computer and Information Research Scientist — designing an ablation to attribute an empirical gain, budgeting an NSF CISE proposal against…
Use when a task needs the judgment of a Postsecondary Computer Science Professor — diagnosing why a course's DFW (D/F/withdraw) rate spiked, redesigning an intro programming…
Performs systematic literature review following PRISMA guidelines with search strategy documentation.
Use when auditing an ACM CoNEXT submission for HotCRP readiness, covering the choice between the December and June cycles, the mandatory paper-registration step, the ACM acmart…
Use conference poster pitch for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Constructed language design beyond phonetic palettes — morphology, syntax, the Sapir-Whorf hypothesis as worldbuilding tool, and the conlang-to-culture pipeline.
Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from AI Feedbac — from…
Multi-agent council engine (v2: planner → researcher → critic → synthesizer, plus opt-in tool_executor + coder; CitationLinter verifies every path:line).
把已完成并验证的 R 或 Python 分析打包为客户可独立复现、可直接阅读且保留真实溯源的咨询交付物。用于“给客户交付”“打包结果”或在 05_reports/ 建正式结果包；不用于未完成分析或内部探索。上游为 biostat-principles，文本终审配合 academic-humanizer，签发配合 epi-project-audit。
Record and organize a complex, multi-party, evolving situation involving a contact — a dispute, a scam, a crisis, a "two sides tell opposite stories" tangle, anything that takes…
When two skills, agents, or independent research tracks produce conflicting verdicts on the same output, reads the conflict as a signal rather than an error and harvests new skill…
Detect context drift, rehydration loops, hypothesis sprawl, scope creep, active-mode loss, and durable-state gaps. Recommend the smallest corrective action.
Automatically fetch latest library/framework documentation for Claude Code via Context7 API — from BenedictKing/context7-auto-research
Academic forum for mission-driven project proposals. Climate, education, urban systems, health, civic tech, and ethics.
Contextual Retrieval implementation for RAG - chunks clinical notes with LLM-generated context prepended to each chunk before embedding.
Give MCP clients hosted browser tools for scraping, crawling, structured extraction, search, and computer-use browser automation.
Generates complete conventional non-oncology bioinformatics research designs from a user-provided disease context, process-related gene family or biological theme, and va — from…
Run a finite, high-coverage formal review of an exact candidate against a frozen acceptance contract, using independent perspectives and executable oracles, batching repairs, and…
Provides expertise in converting Figma designs to HTML/CSS using Figma MCP tools, with data attributes for content tracking and comprehensive analysis.
面向中文学术论文的降 AIGC 检测率 Skill。针对知网、万方、维普、Turnitin 中文版的检测机制，识别并消除中文大语言模型的 17 类结构化写作痕迹。采用"定位 → 诊断 → 改写 → 自评 → 复查"五步闭环工作流，分章节差异化策略（摘要/引言/文献综述/方法/结果/讨论/结论），保持学术严谨性前提下通过检测。
Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, conn — from…
Drive a live Rocq/Coq proof session through the coqtail-mcp MCP server — start a session from a .v file, step forward/backward to any line, inspect the current goal and hypothesis…
Find authoritative answers from official docs, RFCs, standards, and academic sources — never from blogs or opinions
Board Paper und Business Judgment: Erstellt Entscheidungsunterlagen für Vorstand/Geschäftsführung/Aufsichtsrat mit Informationsgrundlage, Alternativen, Risiken und KI-Ein — from…
Multi-model parallel benchmark methodology for finding harness deficiencies and driving autoresearch-style recursive self-improvement of the CORTEX harness itself.
Personal assistant for university management (Uniremington). Orchestrates Moodle Navigator and ClickUp Manager to sync courses, track deadlines, and manage study materials.
Verification-first methodology for Section I (War Crimes) of the Court of Bosnia and Herzegovina. Citations are verified against the Court of BiH, the ICTY/IRMCT archives and…
Use when the research design is the bottleneck for a 《中国行政管理》 manuscript — choosing and stress-testing a quantitative, qualitative, or normative design and matching it to the…
Use when drafting or revising the literature-review section for a 《中国行政管理》 manuscript, when the public-administration theory anchor is missing, or when the Chinese-governance /…
Use when a 《中国行政管理》 manuscript is at the topic-selection stage and the public-administration theory frame, the research question, or the venue match are unsettled.
Use when defending the research design of a Comparative Political Studies (CPS) manuscript — cross-national/panel identification, case-based comparison and process tracing,…
Use when drafting or revising the literature-review section for a 《中国农村经济》 manuscript, when the Chinese / English reference balance is off, or when canonical 三农 theory references…
Build a designed, self-contained HTML academic map of the child's subjects, topics, and materials, plus real coaching notes for the parent on how to teach them better.
Creates Epics following the T-Minus-15 process template. Epics are large bodies of work containing multiple Features.
Creates Features following the T-Minus-15 process template. Features represent significant deliverables that contain multiple User Stories.
GitHub-Issues mit `gh issue create` strukturiert anlegen, inklusive deutschem Markdown-Body, Emoji-Präfix im Titel und repo-nativen Labels aus `gh label list`.
Primary planning branch after /shape for major-tranche work that requires multiple independent PRDs. Use to create a GitHub milestone plus sequenced feature issues that will later…
Create a GitLab Merge Request for the current story branch. Use when the user says 'create an MR', 'open a merge request', or 'ready for review' in a GitLab project.
Two-phase research design and consolidation skill for multi-LLM optimized research
Document complex domain knowledge as self-contained packages with multiple reading paths
Activate exploratory coding stance. Research-backed emotional mode from claude-temper.
Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging combinatoria — from…
Research-brief + claim-record discipline for delegated or AI-assisted research work. Use when starting any substantive research task or long autonomous run (write the brief…
Use when defending the research design of a Criminology (ASC / Wiley) manuscript — causal identification for quantitative work, longitudinal and life-course designs,…
Use when a task needs the judgment of a Criminal Justice and Law Enforcement Teacher, Postsecondary — grading or defending a crime-trend assignment that must distinguish rate from…
批判性迭代实验室：把一组论文或一个方向拉入多轮 idea 碰撞、支持与矛盾拆解、关键假设反推、失败模式审查与 family-level 综合，输出 critical_rounds、stable_findings 与 new_questions。需要做三轮以上 critical thinking 或路线级反思时调用。
Critical thinking as philosophical practice. Covers the Socratic method (elenchus), argument identification and reconstruction, premise evaluation, fallacy detection (formal and…
Critique an academic manuscript for novelty, methodological rigor, causal claims, data quality, generalizability, mechanism, and presentation.
Use SandBase Multi-Source Search to fact-check claims across independent web and academic sources, record disagreements, score confidence, and validate a structured evidence…
Access CrossRef metadata for scholarly works; use when you need to resolve a DOI or search CrossRef to retrieve bibliographic details, citation/reference counts, or funder…
Extract a CSAG (Conditional Scientific Argumentation Graph) from a manuscript using the canonical argumentation spine (Assertions, EvidenceItems, EvidenceLinks, InferenceSteps)…
Use when drafting or revising the literature-review section for a 《财贸经济》 manuscript, when the Chinese / English reference balance is off, or when canonical fiscal / financial /…
Scaffold a PROF-S source/curator profile for a research-corpus discovery curator (account/feed) from its handle. Runs via `aiwg corpus curator-init`.
Report research-corpus discovery curators (PROF-S) ranked by yield (return-to score = inducted-ref-count × avg GRADE), with revisit-cadence staleness and a discovery-orphan check.