Research methods and analytical frameworks for philosophical inquiry and scho...
Compare a student's attempted word with the target word and return a cautious phonics-confusion hypothesis plus short, teacher-reviewable practice suggestions.
Write a physiotherapy progress note that shows clinical reasoning rather than attendance — what changed against the reassessment markers, what that means for the hypothesis, and…
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.
Generate and integrate game art resources for Godot projects through the configured PixelLab MCP and Keco provenance workflow.
Use for PixelLab/Pip setup, auth, MCP/API routing, asset generation, editing, animation, skeleton/template/preset animations, docs/troubleshooting, bark completion sounds, and…
Anchor curriculum learning in a specific local place with connections to community, culture, and identity.
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…
The research front door. Turn a messy product brain-dump or ramble ("I have a product called X, it does A/B/C, I want to launch it and take it to market") into a structured…
Run a domain research desk — Events, Competitive, Customer/pain, Market, Pricing — scoped to your product, segment, and market.
Use when auditing an ACM PODC submission for HotCRP readiness, covering the two-step abstract-registration then full-paper deadline, the ACM Master template with the…
Use when planning an ACM PODC campaign end to end — running the single annual cycle backward from the February deadline through abstract registration, lightweight double-blind…
Conduct deep research using Pokee AI's Deep Research API. Generates comprehensive, structured research reports with outlines and detailed writeups.
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.
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…
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…
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,…
Structured debugging protocol with checkpoints. Load when debugging non-trivial issues — before forming any hypothesis about the cause.
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.
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 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…
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…
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 auditing a PPoPP research-paper submission for HotCRP readiness, covering the two-column acmart sigplan template, the 10-page text+figures budget with unlimited…
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…
Search academic literature via Semantic Scholar MCP, select papers interactively, and generate verified BibTeX entries. 文献检索与BibTeX生成，通过Semantic Scholar MCP。
Simulate peer review of academic papers with structured feedback. Produces bilingual review report with scoring and actionable suggestions.
Practitioner methodology for longitudinal case study research, evidence-based documentation, and publication-ready academic writing in AI-assisted development.
Use the prax library (the `prax` MCP tools) when a question touches what the user has read, collected or decided; before a design decision in a domain the library holds (research,…
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 —…
Use before starting implementation - research repository documentation, codebase patterns, and external resources to inform the approach
Production-ready decentralized search for AI agents. Privacy-first, uncensored web search via distributed node infrastructure.
Design a pricing test for a small product, covering hypothesis, variant, metric, minimum sample, duration, stop rules and how to read the result without fooling yourself.
primary-source-verification (psv) — a read-only, source-grounded, per-claim verifier that FETCHES each cited primary source and adjudicates a doc's factual/citation claims…
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…
Conduct professional market research — TAM/SAM/SOM, competitor analysis, pricing, and trend forecasting — with source citation, data quality checks, and decision framing.
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.