Publication-grade plotting helpers (R + Python) with opinionated lab defaults. Ships `pavlab_heatmap` (wraps pheatmap / seaborn.heatmap; diverging amber-orange→black→sky-blue…
Step 2 of the PaperOrchestra pipeline (arXiv:2604.05018). Execute the visualization plan from outline.json — render plots and conceptual diagrams from experimental_log.md and…
Guide plugin development workflow — editing skills, agents, hooks, or eval framework in this repo. Use when modifying files in plugins/elixir-phoenix/, lab/eval/, or…
Given a feature scope description, recommend the appropriate design-process intensity. Routes large features (M/L/XL) through the full Research → PRD → Design Concept → Detailed…
Generate quantitative statistics about the PM knowledge system — decision counts by type, health trajectory, sprint velocity, issue resolution rates, enforcement compliance.
Pressure-test a value hypothesis (the what / who / how / why-now) before resources are committed, design the smallest experiment that would falsify it, and pre-commit kill…
Use to enforce PNAS's statistics and reproducibility reporting — n and replication, test choice and assumptions, effect sizes with uncertainty, multiple-comparison control,…
Use as the final preflight before submitting to PNAS — a complete checklist across significance, track, Significance Statement, abstract, classification + keywords, figures,…
Define a Proof of Life probe to test a risky hypothesis cheaply. Use when you need harsh truth before building real product.
Select the right Proof of Life (PoL) probe based on hypothesis, risk, and resources. Use this to match the validation method to the real learning goal, not tooling comfort.
High-performance genomic interval operations and bioinformatics file I/O on Polars DataFrames. Overlap, nearest, merge, coverage, complement, subtract for BED/VCF/BAM/GFF…
Research the parliamentary landscape around a policy topic and produce a structured briefing. Searches Hansard, identifies key MPs, runs a parliamentary reception assessment, and…
Produces a structured research framework that maps the key political actors, power dynamics, fault lines, and contextual background a journalist needs to understand before…
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.
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 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)…
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.
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 →…
Maintain or extend the paper-only position simulation, sizing, portfolio exposure tracking, and related reporting surfaces.
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…
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…
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…
Produce maintainer-facing statistics about open pull requests on the configured `
` repo (default: read from `/project.md → upstream_repo`).
Research an upstream repo before contributing: rules, patterns, and expectations.
Practitioner methodology for longitudinal case study research, evidence-based documentation, and publication-ready academic writing in AI-assisted development.
Use BEFORE running a confirmatory analysis, an experiment readout, an A/B test, a policy evaluation, or any study whose credibility depends on not having fished for the result —…
Lightweight 5-gate pre-dev workflow for small features (<2 days). Orchestrates topology discovery, research, PRD with UX validation, design validation, TRD, task breakdown, and…
Complete 10-gate pre-dev workflow for large features (>=2 days). Orchestrates topology discovery, research, PRD, feature map, design validation, TRD, API design, data model,…
Gate 0 research phase for pre-dev workflow. Dispatches 4 parallel research agents to gather codebase patterns, external best practices, framework documentation, and UX/product…
Research prediction markets as data sources or oracle signals for products, agents, dashboards, and corporate decision intelligence.
Production-ready decentralized search for AI agents. Privacy-first, uncensored web search via distributed node infrastructure.
Tell it what your product is (URL or description) and it finds 5 competitors globally, fetches their actual pricing pages, extracts every tier and price point, and returns a…
Design, audit, and test pricing and packaging strategy. Use when Codex is asked about SaaS pricing, product tiers, packaging, value metrics, subscriptions, usage-based billing,…
Advise on pricing strategy — competitive analysis, willingness-to-pay research, tier design, price increase modeling, discount frameworks, and packaging optimization for startup…
Test willingness to pay before launching with proven pricing research methodologies. Combine Van Westendorp, Gabor-Granger, and behavioral techniques to find your optimal price…
Run and monitor company research through Primr MCP. Use when the user wants a new research run, asks for status, or needs mode selection help before starting.
Apply David Deutsch's Principle of Optimism — all evils are caused by insufficient knowledge, and all problems are soluble unless forbidden by the laws of physics.
Search patent databases and academic literature for prior art relevant to an invention. Use when user says "现有技术检索", "prior art search", "专利检索", "check patents", or wants — from…
Produces a structured research framework for finding, organising, and verifying a named person's previous public statements on a specific topic, so a journalist can enter an…
Prioritize assumptions using an Impact × Risk matrix and suggest experiments for each. Use when triaging a list of assumptions, deciding what to test first, or applying the…
Use when deciding whether a physics result clears Physical Review Letters' importance-and-broad-interest gate, or whether it belongs in Physical Review A–E / PR Research.
Professional paper research with papercli. Multi-pass search, PDF download and reading, math-aware synthesis, and a detailed referenced markdown findings report.
웹상의 정보를 '계획(Plan) -> 탐색(Fetch) -> 분석(Synthesize)' 과정을 통해 심층 리서치하고, 출처가 명시된 전문 보고서를 작성합니다.
Mathematical foundations of uncertainty and random phenomena. Covers sample spaces, events, axioms, conditional probability, Bayes' theorem, independence, random variables,…
Invoke IMMEDIATELY via python script for structured problem analysis and decision reasoning. Do NOT explore first - the script orchestrates the workflow.