Assists researchers in generating INPLASY registration content for meta-analyses from a title and optional protocol. Use when the user wants to draft a INPLASY registration form.
Synthesis group skill. Consolidates whatever evidence was actually gathered (interview notes, SME workshops, support data, secondary research, competitive scan) into ranked themes…
Guide for designing Instance resources in OptAIC. Use when creating DatasetInstance, SignalInstance, ExperimentInstance, ModelInstance, PortfolioOptimizerInstance, or…
Project intake flow: clarify → brief → route (research/brainstorm/work). Handles buttons: intake_research_brainstorm, intake_brainstorm, intake_work.
Intake and normalize a new radiology research project. Classifies project type, summarizes current state, identifies missing inputs, recommends next steps, and scaffolds…
Decide whether to embed a third-party tool in a display tab (EmbeddedTool) or link out with a summary panel (ExternalTool).
Use when targeting Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR) or deciding whether a computer-science manuscript fits this…
On-demand deep dive on a specific topic that pulls recent coverage, identifies key voices, and summarizes the state of play.
Information gathering utilities (analytics, research, content analysis) (general)
Context-aware task execution with Serena MCP backend. First time: Explores project, saves to Serena, runs spec if complex, executes waves.
Neurosymbolic bridge: INTENT-ENCODER, nomic-embed-text, 768-dim, ECOS v3.0. Use when user mentions 'INTENT-ENCODER', 'neurosymbolique', 'nomic-embed-text', 'BOINC-LLM'.
Executes Kotlin code interactively within the project's full JVM classpath. Use when you need to RUN code: verify runtime behavior, experiment with logic, or render Compose UI…
Master microinteractions, animations, transitions, and feedback systems. Create intentional, delightful interactions that guide users and provide clear feedback.
Use when targeting 《国际经贸探索》(International Economics and Trade Research — 广东外语外贸大学主办的月刊, CN 44-1302/F) or deciding whether a Chinese trade/open-economy/business manuscript fits…
Use when targeting International Symposium on Experimental Robotics (ISER) or deciding whether a computer-science manuscript fits this venue.
Use when targeting International Symposium on Robotics Research (ISRR) or deciding whether a computer-science manuscript fits this venue.
Orchestrate comprehensive 7-phase RBMAS research for multi-dimensional queries (4+ dimensions). Coordinates multiple specialist agents through SCOPE → PLAN → RETRIEVE →…
Orchestrate lightweight parallel internet research (2-4 dimensions). Spawns light-research-researcher workers for each subtopic dimension, coordinates findings, synthesizes final…
Orchestrate comprehensive TODAS research for novel/emerging domains (1-7 subagents adaptive). Specializes in unprecedented topics, post-training data, and emerging technologies.
Search the internet using Perplexity API. Use for current information, news, or web research. Keywords: search, web, internet, perplexity, news, research.
Systematically interpret mass spectra to determine molecular formula, identify fragmentation pathways, and propose molecular structures.
Systematically interpret nuclear magnetic resonance spectra (1H, 13C, DEPT, and 2D experiments) to elucidate molecular structure.
Structures statistical analysis interpretation with p-value, confidence interval, and effect size reporting.
Guides IHC panel selection and interpretation for tumor classification and prognostication. Use when ordering IHC panels, interpreting staining patterns, or classifying tumors by…
Structures microbiology result interpretation with susceptibility patterns and resistance mechanisms.
Structures molecular test interpretation including NGS panels, FISH, and PCR-based assays. Use when interpreting molecular results, reporting genetic variants, or documenting…
Structures brain and spine imaging interpretation with stroke, mass, and degenerative disease assessment.
Pragmatic qualitative analysis for interview data in sociology research. Guides you through systematic coding, interpretation, and synthesis with quality checkpoints.
When user asks for interview prep, mock interview, practice questions, behavioral questions, technical interview, HR round, salary negotiation, STAR method, common interview…
AI-led stakeholder interviews using LLMREI research-backed patterns. Conducts structured interviews to elicit requirements through context-adaptive questioning, active listening,…
Master user interviews including interview guide design, questioning techniques, active listening, probing, avoiding leading questions, and interview analysis.
Generate a complete structured interview kit for a role — 3-5 role-specific competencies, one behavioral (STAR-format) question per competency, 1-5 scoring rubric with explicit…
Researches and compares potential locations for a filmed or recorded interview, evaluating each against practical criteria — visual suitability, acoustic quality, access, and…
Prepare for job interviews across formats—behavioral, technical, portfolio reviews, and negotiations.
Create a structured customer interview script with JTBD probing questions, warm-up, core exploration, and wrap-up sections.
Synthesize a batch of customer interviews into evidence-for + evidence-against the hypothesis, with pattern surfacing and bias flagging.
Detect introgression and admixture between species or populations using Dsuite (Malinsky 2021 fast D-statistics), Patterson's D / ABBA-BABA test (Green 2010; Durand 2011) — from…
Scaffolds a structured investigation in scratch/ for empirical research and documentation. Use when the user says "start an investigation" or wants to: trace code paths or data…
6-phase investigation workflow for understanding existing systems. Auto-activates for research tasks. Optimized for exploration and understanding, not implementation.
Professional investment analysis skill for stock market analysis. Provides 7 core capabilities: (1) Daily market overview, (2) Stock fundamental analysis, (3) Technical chart…
Research investors before pitching - their thesis, portfolio, and what they care about
Use when defending the research design of an International Organization (IO) manuscript on international-level questions — causal identification with dyadic/TSCS/network data,…
IP data research tools for patents, trademarks, and related USPTO/EPO/JPO records. Use when:
Apply when conducting deep research on technologies, APIs, frameworks, or other software development topics requiring systematic investigation
Assists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for compliance, generating…
Develop IRB/ethics protocols for human subjects research. Use when: (1) Planning studies involving humans, (2) Preparing IRB applications, (3) Ensuring ethical compliance, (4)…
Industrial production of iron and steel from ore to finished product — blast furnace, Bessemer converter, open-hearth, basic oxygen, electric arc, continuous casting, rolling, and…
要件定義書または変更要件定義書の出力後に、外部連携システムの詳細調査を行い、要件との整合性を確認するスキル。 「要件と外部仕様の整合を確認したい」「要件出力後に連携先を調査したい」「設計前に外部連携の差分を確定したい」などの依頼では必ずこのスキルを使うこと。 isdd-requirements / isdd-change-req…
Designs and analyzes stable-isotope-resolved metabolomics (SIRM / isotope tracing / fluxomics) experiments that measure metabolic ACTIVITY via 13C/15N/2H tracers, distinct from…
Use when turning results into an explicit contribution to IS for an Information Systems Research (ISR) manuscript and when drafting the mandatory ~500-word cover-letter…
Use when executing and reporting the analysis for an Information Systems Research (ISR) manuscript — identification and validity for empirical work, proof discipline and…
Use when choosing and stress-testing the research design for an Information Systems Research (ISR) manuscript — matching the genre (behavioral empirical, analytical-economic…
Use when designing the exhibits for an Information Systems Research (ISR) manuscript — correlation/measurement tables, estimation results, model/equilibrium figures,…
Use when building or refining the mechanism for an Information Systems Research (ISR) manuscript — deriving behavioral hypotheses for empirical work or analytical…
Use when shaping or sanity-checking a research question for Information Systems Research (ISR) — testing sociotechnical, intradisciplinary fit, IT-artifact centrality, the…
Use when deciding which isr-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an Information Systems Research (ISR)…
Use when polishing the prose, structure, abstract, and notation of an Information Systems Research (ISR) manuscript — front-loading the IS contribution, writing for a…
Employer-side hiring automation for Israeli companies. Generates Hebrew job descriptions compliant with the Equal Employment Opportunities Law 1988, posts to Israeli job boards…
Builds a complete Hebrew proposal package for Israeli government and public sector tenders (michrazim).
Break down complex tasks into a structured plan and trackable Issue CSV, then execute autonomously. Use when a task has multiple steps, needs research before starting, requires…