Debug physics bugs (collision, solver, joints, integration) using deterministic repro + cdb step-through.
Mentor for physics work in Triptych — wires sympy-mcp, desmos-mcp, manim-mcp, show_latex, init_research, and /verifier into the canonical order, and surfaces the five pitfalls…
Termodinámica (0ª-3ª ley, gas ideal, ciclos, entropía conceptual), electromagnetismo (Coulomb, campo eléctrico, potencial, capacitancia, corriente, Ley de Ohm, Faraday, Lenz),…
Use when motion needs to feel physically grounded—objects falling, characters jumping, things colliding, or any element that should obey believable weight and momentum.
维护 Claude physics 的 LLM Wiki 知识库。适用于整理物理笔记、论文、题目、推导、方法页、论文页和综合讲义页，并将资料沉淀为结构化 Obsidian Markdown 页面。
Nutze diesen Skill für Phaser Matter Physics: komplexe Bodies, Polygone, Constraints, Sensoren, Joints und realistischere Simulation.
Real-time rope/cable physics using Position-Based Dynamics (PBD), Verlet integration, and constraint solvers.
Use when targeting Physics Reports (Phys Rep) or deciding whether a long, comprehensive invited review across any area of physics fits this Elsevier review journal (Physics…
Patterns for physics-based simulation including numerical integration, rigid body dynamics, fluid simulation, finite element methods, and multi-physics coupling.
Use when working with physics bodies, collision shapes, raycasting, areas, rigid bodies, ragdolls, soft bodies, Jolt physics, and physics interpolation in Godot 4.3+
Official NVIDIA-authored guidance for navigating PhysicsNeMo — pick the model, datapipe, or example for a SciML/AI4Science task (surrogates, forecasting, downscaling,…
Evaluate, categorize, and document new Pi-hole blocklist sources for the curated blocklist repository.
Run PinchBench benchmarks to evaluate OpenClaw agent performance across real-world tasks. Use when testing model capabilities, comparing models, submitting benchmark results to…
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 for PixiJS v8 experimental HTMLSource and ElementImageSource: render DOM/HTML snapshots as textures, pixi.js/html-source, requestPaint, feature detection, fallbacks.
Use for PixiJS v8 math: Point, ObservablePoint, Matrix, Rectangle, Circle, Ellipse, Polygon, Triangle, hit testing, bounds, toGlobal/toLocal, math-extras.
北大法宝原生 MCP 的总路由法律研究 Skill。当前本机已配置三个 MCP：`law-keyword`（检索法律法规-关键词）、`fatiao`（精准查找法条-关键词）和 `case-keyword`（检索司法案例-关键词）；不得假定案号识别、引用核验、超链、语义检索等旧 MCP 可用。Use…
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…
Create a high-level plan with research for user review before generating detailed subplans. Use when the user asks to plan, design, scope, or break down a feature or task.
Iterative PDCA cycle for systematic experimentation and continuous improvement
McKinsey-MECE/Pyramid/Hypothesis-Check eines Plans. Trigger durch reviewer-agent und methodology-guard-agent.
Planning workflow guidelines: research, task breakdown, plan documents. Apply when planning a feature, analyzing code, or scoping refactors.
Generate an energy-optimized, time-blocked daily plan based on circadian rhythm research and GTD principles
Measure-don't-guess performance audit across web, mobile, backend, and data layers — produces burndown and optimization plan with no fixes in this pass.
Research enterprise context before plan mode — surface design docs, similar implementations, stakeholders, and related systems before architecting or designing a feature.
Generate a user-requested number of concise clarification questions before planning or implementation, optionally with a short AI-proposed answer or hypothesis under each…
Research the codebase and web for requirements without producing a plan document. Use when the user asks to research, investigate, scope, or gather context on a topic.
Deep web research, competitor scanning, technology evaluation, and implementation planning. Decomposes work into vertical slices, identifies parallel workstreams, tracks — from…
Uses persistent markdown files to keep complex multi-step work organized across long sessions. Use when work requires research, many tool calls, multiple phases, or context…
Structured planning methodology with research, brainstorming, phased plan creation, risk assessment, and plan-to-build continuity.
Comprehensive skill for project planning and prompt engineering. Covers hierarchical plans (briefs, roadmaps, phases), Claude-to-Claude meta-prompts, and multi-stage workflows.
Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage.
Manus-style context engineering for Agent Teams. Coordinate multiple Claude Code instances with shared planning files.
Use when implementing player movement — CharacterBody2D/3D patterns, input handling, physics, common movement recipes
Use when debugging a visual bug, layout issue, CSS problem, rendering issue, broken UI, page-looks-wrong report, or any browser-visible defect.
Use when targeting PLOS Biology (PLOS Biol) or deciding whether a general biology manuscript fits this open-access venue.
Visual (VLM) and array-completeness check for plots and figure files. Use proactively after savefig or export; before citing a figure in a paper or report.
Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations.
Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations.
Interactive scientific visualization with Plotly. Two APIs: plotly.express (px) for one-liner DataFrame plots, plotly.graph_objects (go) for trace-level control.
Interactive visualization with Plotly. 40+ chart types (scatter, line, heatmap, 3D, geographic) with hover, zoom, pan.
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,…
Use when augmenting mass spectrometry ion images for contrastive learning, specifically when you need to simulate the natural Poisson noise that arises from photon-counting…
Use when after extending ChIP sample reads to their predicted fragment length and constructing local lambda bias tracks (incorporating d-scaled, 1 kb, 10 kb, and genome-wide…
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…