Scrape job listings from Indeed.com by keyword, location, and country. Returns job title, company, salary, rating, description, benefits, and apply links.
Fierce autonomous internal co-founder. Bounded web research for evidence-backed improvements. Structured idea formulation with self-critique filter that rejects ideas not — from…
Research-driven investigation skill for validating solutions and exploring documentation. Never ask questions you can answer yourself through research.
Induct research sources into a research repository. Point at an issue, a single file, a directory of papers, or a URI and the skill reads, annotates, and files structured…
Use when targeting 《产业经济研究》(Industrial Economics Research — 江苏省教育厅主管、南京财经大学主办的产业经济专业双月刊, 2002 年创刊, CSSCI) or deciding whether a Chinese industrial-econ manuscript fits this venue.
Ability to analyse, design, optimise, and improve systems that integrate people, processes, technology, and resources to meet defined performance, quality, cost, and safety…
Generates industry and role reference reading (行业与岗位通识) for a target job — landscape, role expectations, must-know concepts, high-frequency interview topics, quotable viewpoints…
Deep domain research and expertise synthesis across industries, combining academic research, market intelligence, and practitioner knowledge
One repeatable pass that keeps fak's competitive story honest AND complete — graded industry-first, not from what fak happened to measure.
Systematic research protocol for discovering novel AI-native software businesses in the synthetic workforce era.
Drawing conclusions about populations from sample data. Covers sampling distributions, confidence intervals, hypothesis testing (z-tests, t-tests, chi-squared tests, ANOVA),…
Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies).
Catalog of informal fallacies with definitions, canonical examples, and detection heuristics. Covers relevance fallacies (ad hominem, straw man, red herring, appeal to authority,…
Skills for finding, evaluating, and using information effectively and ethically across print and digital sources.
Use when targeting Information Systems Research (ISR) or deciding whether an information-systems behavioral / economic / design-science manuscript fits this venue.
Drafts regulatory-compliant informed consent forms for healthcare procedures, clinical trials, research participation, or professional services.
Ingest a Claude Code working session into a vault as a source-note. Captures the final artefacts (files produced), key decisions made, calibration notes (what was considered and…
Legacy-project style inheritance skill. Use when the user types /inherit-legacy-style, or when onboarding an AI coding agent onto a hand-written legacy project and you need to…
Initiate coverage — generate both research note (HTML) and Excel model (.xlsx)
Create institutional-quality equity research initiation reports through a 5-task workflow. Tasks must be executed individually with verified prerequisites - (1) company research,…
Use when designing multi-batch LC/GC-MS experiments where you need to control for batch effects (e.g., instrument drift, reagent lot variation) and have identified both a balance…
SEO strategy and keyword research — build topic clusters, keyword gap analysis, on-page audit, and prioritized SEO roadmap.
Universal self-review protocol for all Rune teammates. Adapts checklist per agent role (worker, fixer, reviewer, researcher, forger, aggregator).
Use the local InnoClaw CLI to run app workflows and Deep Research sessions from the terminal. Trigger when the user wants command-line control over this repository instead of only…
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.
Use when augmenting mass spectrometry ion images in ISO mode (isotope ions from the same molecule) and you need to simulate intensity-dependent data loss that reflects real…
Use when when you have loaded aligned peak data (from a preceding molecular networking alignment task) as a structured table with peak intensity, m/z, retention time, and…
Neurosymbolic bridge: INTENT-ENCODER, nomic-embed-text, 768-dim, ECOS v3.0. Use when user mentions 'INTENT-ENCODER', 'neurosymbolique', 'nomic-embed-text', 'BOINC-LLM'.
Use when after acquiring a PRM experiment on a Thermo Fisher Orbitrap instrument when you need to verify that the mass spectrometer's data acquisition controller executed the…
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 after building a SummarizedExperiment object containing LC-MS peak areas and internal standard assignments, when you need to identify study samples with anomalous…
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.
Use when when you have tandem mass spectra data and need to predict a binary molecular property (e.g., presence of a functional group like a sulfo group) while maintaining full…
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.
Identify domains, families, and sites in proteins; find all proteins in a family or sharing a domain; explore species distribution for a domain; annotate genomes with protein…
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,…