Structures cost-effectiveness and health economic analyses with QALY calculations and model validation.
Performs systematic literature review following PRISMA guidelines with search strategy documentation.
Structures technical and commercial DD for resource assets with geological review, operational assessment, and regulatory evaluation.
Help users run better customer and user interviews. Use when someone is preparing for user research, planning discovery interviews, writing interview questions, analyzing…
Use conference poster pitch for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Audit Claude Code configuration artifacts (hooks, skills, CLAUDE.md, agents) for over-engineering, redundancy, and token waste.
Use when you notice a pattern that should be in the config. Analyzes current setup, researches best practices, and proposes specific config changes.
Configures the analytics side of a PostHog experiment — exposure criteria (default `$feature_flag_called` vs custom exposure events), primary and secondary metrics, the supported…
Response schema for MCP tools that consume 2+ sources — surface disagreement structurally rather than silently picking a winner.
Design conjoint experiments: attributes, power, AMCE/AMIE estimation.
Conjure a experimentalist agent — initialize and launch a new autonomous experiment
Use BatchData property and address APIs from MCP clients to enrich real-estate research and operations workflows.
Step-by-step guide to connect NodesHub API so you can use all nod- skills (SERP analysis, keyword research, rank tracking, content briefs, etc.).
The four Sanskrit principles: Truth-Self, Knowledge-Self, Bliss-Self, Power-Self. Use when need to understand the operational physics of consciousness.
Drains captured sidekick (sideline-idea) seeds and produces deterministic verdicts via a 5-stage pipeline: CLI gather → researcher agent → 9-role parallel expert panel → CLI…
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…
Implements constraint-based physics systems including all constraint types, ragdoll systems, custom physics, and network ownership.
Use when you need information you don't have, expertise outside your comfort zone, or fresh eyes on code - dispatches agents to research, advise, or review.
Builds a structured research framework for locating publicly available contact routes for a named person — including institutional channels, public profiles, press offices, and…
Process Hi-C read pairs using pairtools. Parse alignments, filter duplicates, classify pairs, and generate contact statistics from Hi-C sequencing data.
Research a specific person using Common Room data. Triggers on 'who is [name]', 'look up [email]', 'research [contact]', 'is [name] a warm lead', or any contact-level que — from…
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…
Detect contamination and assess genome quality using CheckM, CheckM2, GTDB-Tk, and GUNC for metagenome-assembled genomes and isolate assemblies.
Detect sample contamination and cross-species reads using FastQ Screen. Screen reads against multiple reference genomes to identify bacterial, viral, adapter, or sample s — from…
Use when targeting Contemporary Accounting Research (CAR) or deciding whether an accounting manuscript fits this venue.
Context engineering tool for building AI agent systems. Use when developers need to design agent context strategies — system prompts, tool sets, examples, and runtime context…
Detect context drift, rehydration loops, hypothesis sprawl, scope creep, active-mode loss, and durable-state gaps. Recommend the smallest corrective action.
Universal context management and planning system. PROACTIVELY activate for: (1) ANY complex task requiring planning, (2) Multi-file projects/websites/apps, (3) Architecture…
Token-efficient context gathering and synthesis from multiple sources (memory, docs, web). Orchestrates MCP tools to build comprehensive context before analysis or interviews.
Search GitHub issues, pull requests, and discussions across any repository. Activates when researching external dependencies (whisper.cpp, NAudio), looking for similar bu — from…
Search GitHub issues, pull requests, and discussions across any repository. Activates when researching external dependencies (whisper.cpp, NAudio), looking for similar bu — from…
Automatically fetch latest library/framework documentation for Claude Code via Context7 API. Use when you need up-to-date documentation for libraries and frameworks or as — from…
Automatically fetch latest library/framework documentation for Claude Code via Context7 API — from BenedictKing/context7-auto-research
Contextual Retrieval implementation for RAG - chunks clinical notes with LLM-generated context prepended to each chunk before embedding.
Run longitudinal, in-context diary studies for product teams and convert weekly participant entries into concise User Signals + Recommendations with evidence, confidence, and…
Explains why studies on the same biomedical topic reach different or opposing conclusions by auditing differences in population, endpoint definition, sample source, assay or…
Generates complete conventional non-oncology bioinformatics research designs from a user-provided disease context, process-related gene family or biological theme, and va — from…
Offer the user several spin-off conversations as clickable buttons on a single persistent card. Each click spawns a fresh seeded conversation in the sidebar; the user keeps their…
Researches a Convex component against Signr's live backend graph, asks scored one-at-a-time design questions, and produces a reusable adoption or rejection package with `PLAN.md`…
Decompose a goal into a research→plan→[gate]→build→improve task graph and route it.
Use when targeting Coordination Chemistry Reviews (CCR) or deciding whether a review fits this Elsevier venue for coordination, inorganic, and organometallic chemistry.
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…
Produces a step-by-step research plan for identifying the copyright holder of a specific piece of content — image, footage, text, music, or other media — tailored to the content…
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…
Use this agent when you need to synthesize and distill the core functions of a gene from multiple information sources (textual summaries, reviewed annotations, bioinformatics…
Deep research and information gathering specialist for thorough investigation, pattern analysis, and knowledge synthesis
Board Paper und Business Judgment: Erstellt Entscheidungsunterlagen für Vorstand/Geschäftsführung/Aufsichtsrat mit Informationsgrundlage, Alternativen, Risiken und KI-Ein — from…
Produces a structured research plan for mapping the ownership, governance, and organisational structure of a company or corporate group — identifying the public registries,…
Gap detection and knowledge mapping techniques for comparing BRD requirements against corpus coverage.
Side-route skill for explicit backtracking when an upstream artifact becomes untrustworthy. Use when research, PRD, or slice decomposition has been invalidated by new information…
Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology.
Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology.
Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology.
Observational cosmology from Hubble's law to the CMB. Covers redshift, Hubble expansion, the cosmological parameters, the cosmic microwave background, large-scale structure,…
Count the total number of MCP tools in the Umbraco MCP Server project and provide a breakdown by collection.
Personal assistant for university management (Uniremington). Orchestrates Moodle Navigator and ClickUp Manager to sync courses, track deadlines, and manage study materials.
Use when writing, reviewing, or debugging CP2K input files, choosing DFT methods (GPW, GAPW, functionals, basis sets), setting up calculations (geometry optimization, AIMD, cell…
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 /…