Convert academic papers into complete Chinese invention patent application deliverables, including DOCX/PDF application documents, claims, specifications, abstracts, drawing…
Use when the user wants to create or update a Chinese deep paper note by driving the external paperflow repository and a local research-notes workspace.
LaTeX paper DevOps — bootstrap, build, diff, archive, and format academic papers using the paperops template (Makefile-driven, Overleaf-compatible, arXiv-ready).
Search academic literature via arXiv, Semantic Scholar, and open-access discovery chains. Fetches and parses PDFs for key findings.
Skill for academic research workflows: search Semantic Scholar (200M+ papers), inspect citations, download arXiv PDFs, and extract PDF text. Bundles a self-contained Python CLI.
Deep research using Parallect.ai (hosted) + prxhub. Before spending compute, search prxhub's public registry for existing research on the topic (free, no account).
Loop 2 of the Three-Loop Integrated Development System. META-SKILL that dynamically compiles Loop 1 plans into agent+skill execution graphs.
Search the web, extract URL content, and run deep research using the Parallel Chat API and Extract API.
Document parsing skill for extracting content from PDFs and other academic documents using MinerU and local parsers
Use PDF Vector public APIs for document, invoice, identity, bank statement, and academic workflows, including parsing, ask, extract, search, citations, paper graphs, similar…
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validi — from…
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validi — from…
Structured peer review of manuscripts and grants. 7-stage evaluation: initial assessment, section review, statistical rigor, reproducibility, figure integrity, ethics, writing.
Use when reviewing an assembled paper draft for ML or computational biology venues. Covers persona calibration (overworked, not-nice senior reviewer), 5-step process (first-pass…
Deep search via Perplexity API. Three modes: search (quick facts), reason (complex analysis), research (in-depth reports). Returns AI-grounded answers with citations.
Use Perplexity API for web-grounded AI search and research. Use when user needs up-to-date information, multi-step reasoning with web citations, exhaustive research with — from…
Use Perplexity API for web-grounded AI search and research. Use when user needs up-to-date information, multi-step reasoning with web citations, exhaustive research with — from…
Use when conducting web research with Perplexity API - covers authentication, search strategies, structured output generation, and integration patterns for Claude-interpretable…
AI-powered web search and research using the Perplexity API (Sonar models). Performs deep web research with citations, fact-checking, competitive analysis, market research, and…
Perform web searches via Perplexity WebUI using Playwright automation. Extract answers, sources, and citations for research tasks.
Levanta DOIs, autores e referências peer-reviewed sobre um tema de psicologia. Substitui o Claude Project ad-hoc "Pesquisa Acadêmica para DOIs" trazendo a busca pra dentro do…
Researches phase implementation for planning. Spawned by /gsd:plan-phase or /gsd:research-phase orchestrators.
Expert system for generating comprehensive biomedical phenotype introductions with structured academic content.
Research methods and analytical frameworks for philosophical inquiry and scho...
Strukturiertes 6-Schritte-Verfahren zur Verbesserung, Renovierung oder Umbau bestehender Pipelines, einzelner Projektordner, Doku-Strukturen oder Software-Stacks.
Use when starting a new academic research project, switching between skills mid-workflow, or needing to know which files connect prisma-review, hybrid-rag, edtech-pilot-design and…
Walk through the 10 canonical pivot types using brain evidence to inform direction. Forces explicit kill criteria for the previous hypothesis before allowing a pivot.
Use for PixelLab/Pip setup, auth, MCP/API routing, asset generation, editing, animation, skeleton/template/preset animations, docs/troubleshooting, bark completion sounds, and…
Use when turning technical, academic, corporate, or AI-sounding material into clear human language for non-technical readers, clients, frontline staff, or training audiences.
Structured reasoning framework for complex investigations. Use when solving multi-step problems, decoding ciphers, following clues, or any task requiring systematic hypothesis…
McKinsey-MECE/Pyramid/Hypothesis-Check eines Plans. Trigger durch reviewer-agent und methodology-guard-agent.
Generate a user-requested number of concise clarification questions before planning or implementation, optionally with a short AI-proposed answer or hypothesis under each…
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…
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 when adding Pokemon game support, auditing Pokemon data provenance, generating local datasets from official or reproducible sources, or extending LLM tool-calling for Pokemon…
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.
Academic English consistency linting and non-native (ESL) language polish for medical manuscripts. Deterministically flags abbreviation define-once violations, US/UK spelling…
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,…
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.
Maintain or extend the paper-only position simulation, sizing, portfolio exposure tracking, and related reporting surfaces.
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…
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…
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 —…
Production-ready decentralized search for AI agents. Privacy-first, uncensored web search via distributed node infrastructure.
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…
Discovery group skill. Restates the client's problem, target user, current workaround, success signal, and renders a falsifiable hypothesis.
Turn vague problem observations into testable hypothesis statements with specific who/when/severity/current-workaround dimensions.
Systematic problem-solving toolkit: root cause analysis, hypothesis testing, debugging strategies, critical thinking frameworks.
Process all unprocessed PDF files in the papers/ root directory. If subagents are available, parallelize across papers immediately after listing them; otherwise process…
Generates complete process-related diagnostic biomarker bioinformatics research designs from a user-provided disease context, gene-family or pathway theme, and validation — from…
Synthesize qualitative and quantitative user research into structured insights and opportunity areas.
Synthesize qualitative and quantitative user research into structured insights and opportunity areas.
Use when a bug has multiple plausible causes across layers — competing hypotheses, validation loops, evidence-based conclusions — even when the user just says 'why is this…