Consume polars-statistics expression results — extract struct fields, unnest result columns, call to_dict() and summary() on PyModel classes, handle PyRuntimeError for unfitted…
Research the parliamentary landscape around a policy topic and produce a structured briefing. Searches Hansard, identifies key MPs, runs a parliamentary reception assessment, and…
Find and reference PolicyEngine blog posts, research articles, and published analyses for evidence and proof points
Academic English consistency linting and non-native (ESL) language polish for medical manuscripts. Deterministically flags abbreviation define-once violations, US/UK spelling…
Produces a structured research framework that maps the key political actors, power dynamics, fault lines, and contextual background a journalist needs to understand before…
Use when a task needs the judgment of a Political Science Professor — backward-designing a course syllabus from learning objectives, navigating a classroom controversy or bias…
Use when a task needs the judgment of a Political Scientist — reading a public-opinion poll or forecast for what it actually supports, designing a comparative or…
Autonomous prediction market agent - analyzes markets, researches news, and identifies trading opportunities
Skill sperimentale per l’analisi automatica di mercati pubblici Polymarket con simulazione paper trading, controllo dei costi LLM e report in italiano con mini-riassunto.
Everyone's trading Polymarket with AI agents. Practice first — $10k paper money, real order books, zero risk. No wallet, no API keys, no real money.
Professional-grade Polymarket prediction market trading system. Includes Kelly Criterion position sizing, EV calculator, Bayesian probability updater, cross-platform arbitrage…
Polymarket research and directional trading sub-strategy. Part of paper-trader skill. Research-based probability assessment for directional prediction market trades.
Trade Polymarket prediction markets with AI — powered by PredictScope. Paper money with any initial amount, multiple custom strategies, controlled safe trading rule boundaries,…
Use when working with the non-metallic engineering materials — polymers, ceramics, or composites — and you need to reason about structure, processing, or properties.
Analyze Polymarket prediction market wallets — get copy trading scores (1-10), P&L, win rate, risk metrics (Sharpe ratio, Sortino ratio, max drawdown), red flags, position sizing,…
Use when executing and reporting the analysis for a Production and Operations Management (POM) manuscript — proving and numerically illustrating an analytical model, or estimating…
Use when selecting or auditing the method for a Production and Operations Management (POM) manuscript — analytical modeling (optimization, stochastic models, game theory),…
Use when deciding which pom-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Production and Operations Management (POM)…
Structured debugging protocol with checkpoints. Load when debugging non-trivial issues — before forming any hypothesis about the cause.
Use when when you have validated link annotations from multiple independent datasets (≥2), individual scoring functions with per-dataset enrichment p-values, and you want to test…
Curated project templates that guide feature-dev Phase 3 questions with research-backed technology choices.
Captures research insights, decisions, and learnings during development. Use after completing spikes, making architectural decisions, or discovering important patterns.
Processes research branches from Claude Code Web sessions, merges content, moves docs to .claude/research/, and creates GitHub issues.
Create, switch, and merge session branches for side investigations. Branch off to explore bugs, research APIs, or debug issues without polluting main context.
Use when defending the research design of a Population and Development Review (PDR, Wiley / Population Council) manuscript — choosing among demographic methods (life tables,…
Use when preparing the data-availability statement and reproducibility materials for a Population and Development Review (PDR, Wiley / Population Council) manuscript.
Use when designing the empirical component of a POPL paper — deciding whether evidence should be a mechanization, a prototype, case studies, or benchmarks; reporting proof effort…
Use when making a POPL paper's results independently checkable — deciding which theorems to mechanize versus hand-prove, maintaining a paper-to-proof correspondence table from day…
Use when drafting or revising POPL prose — building the informal-to-formal ramp from a motivating program to definitions to a sharply stated main theorem, keeping notation…
群体遗传与 GWAS skill。用于 PLINK/VCF QC、PCA、admixture、LD pruning、association testing、GWAS summary stats、selection statistics、Manhattan/QQ、Fst、Tajima D、iHS 和 XP-EHH 交接。
Playbook for implementing/porting a new biomolecular model (protein folding, structure prediction, protein language model, diffusion structure head, MSA encoder, etc.) onto…
Multi-agent swarm review of kcn's current holdings. Inspired by TauricResearch/TradingAgents framework already in workspace — three-tier analysis (analysts → bull/bear debate →…
PoW-verified Elysium Arcology Planner + Hub. Grind nonces on O'Neill sims/exosuits (physics/3D exports) → trustless shares for P2P hub.
Run a deterministic physical-validity DRC over molecular docking poses with karyon. Use for pose validity, PoseBusters-style geometric checks,…
Maintain or extend the paper-only position simulation, sizing, portfolio exposure tracking, and related reporting surfaces.
Use when after training a GNN model on molecular structures with continuous targets (e.g., CCS values), when you need to understand which node-level (atom) or edge-level (bond)…
Use when the user wants post-launch analysis, impact analysis, feedback synthesis, product adoption review, launch retrospective, iteration planning, experiment readout,…
Extract, analyze, and summarize simulation output data — pull spatial fields at specific timesteps, compute time-series trends and detect steady state, extract line profiles…
Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms.
Filter and match postdoctoral fellowship opportunities based on applicant nationality, years since PhD, and research field from a curated database.
Audita pôsteres científicos acadêmicos (PDF, PPTX, imagem ou texto) em 8 domínios com rubrica analítica de 4 níveis (Excelente, Adequado, Insuficiente, Crítico) e veredito final.
Produz pôsteres científicos acadêmicos para congressos de psicologia, neuropsicologia e afins (SBP, SBNp, Brain Congress, IBAP, APA, APS, SIOP, SBPC), do esqueleto estratégico ao…
Create scientific conference posters as native, editable .pptx files using python-pptx. Handles A0/A1 layouts, section placement, figure insertion, and academic color schemes.
Reorganizes a paper into a storyline suitable for scientific posters. Use when planning the section structure, title hierarchy, figure selection, and live-explanation flow for an…
Post-processing visual effects including chromatic aberration, vignette, depth of field, film grain, color grading, and LUT support.
Implement PostHog feature flags, A/B experiments, and cohort management. Use when rolling out features with flags, running A/B tests, creating cohorts, or evaluating multivariate…
Use before emailing a PostHog customer, replying to one, or joining a call, and for any request to research a PostHog account.
Use when an experiment in this repo is done and the user asks to post about it to the vibecoders chat — "запость в чат", "отчёт в вайбкодеры", "расскажи в чате что сделал",…
Use when a task needs the judgment of a Postsecondary Educator — designing a course from learning objectives backward, building or applying a grading rubric, responding to a grade…
Use when a task needs the judgment of a Power Plant Operator — diagnosing whether a drum-level change during a load ramp is real or shrink/swell by cross-checking feedwater…
Research pipeline for topology-aware GNN representation learning on power grids using the PowerGraph benchmark.
Use when after molecular formula assignment has been performed on FT-ICR MS peaks and you need to remove assignments with unacceptable mass error before proceeding to…
Use when when annotating m/z features from Cardinal MSImagingExperiment objects or LC-MS datasets against metabolite databases (HMDB, Lipidmaps) and you need to exclude matches…
Use when you have extracted a list of candidate molecular formulae for a given m/z value and need to rank them by plausibility.
Use when designing or auditing a PPoPP paper's evaluation, covering the twin bar of concurrency correctness and measured scalability — speedup curves, strong vs weak scaling,…
Use when auditing a PPoPP research-paper submission for HotCRP readiness, covering the two-column acmart sigplan template, the 10-page text+figures budget with unlimited…
Use when imposing an analytical or conceptual structure on a body of psychology research for a Perspectives on Psychological Science (PoPS) integrative review or theoretical…
Use when building exhibits for a Perspectives on Psychological Science (PoPS) piece — the conceptual/framework figure, who-found-what summary tables, and (for meta-science)…
Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communic — from…
Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communic — from…