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ruview-hardware-setup
【开发与工程】ESP32-S3 / ESP32-C6 firmware build, flash, WiFi provisioning, and serial monitoring for RuView CSI sensing nodes. Use when setting up physical hardware, reflashing a node, or debugging a device that isn't streaming CSI.
local-business
【数据与研究】Use when auditing a local business website's structured data. Applies to any business that serves customers at a physical location or specific geographic area.
nap-consistency
【开发与工程】Use when auditing a local business website for local SEO. Applies to any business that has a physical address and wants to appear in local search results or Google Maps.
physical-address
【开发与工程】Use when auditing local business websites, e-commerce sites, or any site where a physical presence affects trust or local search visibility.
lab-hardware-cad
【设计与创意】Designs custom laboratory hardware as parametric build123d models and exports fabrication artifacts as STEP, STL, and DXF files - microfluidic chips and molds, optomechanical mounts and breadboard adapters, cuvette and microplate holders, tube racks, animal-behavior rigs, and 3D-printed instrument fixtures. Use when a research task needs a physical p…
pptx-posters
【文档与办公】Creates and audits editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and assets. Used when the requested deliverable is a PowerPoint research/conference poster and exact physical, printer, accessibility, provenance, and package-security checks are required.
pylabrobot
【开发与工程】Develops and reviews PyLabRobot lab-automation resources, liquid-handling plans, offline simulations, and supported-device integrations. Supports PyLabRobot protocols and API questions; keep physical execution behind an explicit operator safety gate.
qutip
【效率与协作】Simulate and audit closed and open quantum-system models with QuTiP 5, including deterministic, trajectory, steady-state, spectral, and phase-space workflows. Use for local quantum-dynamics work where physical assumptions, dimensions, and numerical convergence must be explicit.
uncertainty-and-units
【数据与研究】Tracks physical units and propagates measurement uncertainty in scientific calculations using pint and uncertainties. Use for unit conversion and dimensional checking, GUM uncertainty budgets, Type A and Type B evaluation, coverage factors and expanded uncertainty, Monte Carlo propagation, significant-figure and plus-minus reporting, error propagatio…
entropy-box
【效率与协作】Entropy Box knowledge-compiler for embodied-AI: turns bounded requirements into grounded workflows via Solution Consult, Search, Lookup, and Evidence. Do not use it to control physical robots.
inventory-stock-reconciliation
【效率与协作】Stock reconciliation register: count date, item, warehouse, book vs physical quantity, variance quantity and value, variance reason, damage and expiry, adjustment and approval. Use for stock counts.
petty-cash-management
【效率与协作】Petty cash register: entry number, date and type, payee and purpose, cash in and out, running balance, cash limit flag, custodian, physical count and variance. Use for petty cash.
skeuomorphism
【开发与工程】Web and App implementation guide for Skeuomorphism. Trigger when user wants UI to mimic real-world objects, realistic textures, or physical metaphors.
ara-compiler
【文档与办公】Compiles any research input — PDF papers, GitHub repositories, experiment logs, code directories, or raw notes — into a complete Agent-Native Research Artifact (ARA) with cognitive layer (claims, concepts, heuristics), physical layer (configs, code stubs), exploration graph, and grounded evidence. Use when ingesting a paper or codebase into a structu…
fine-tuning-serving-openpi
【数据与研究】Fine-tune and serve Physical Intelligence OpenPI models (pi0, pi0-fast, pi0.5) using JAX or PyTorch backends for robot policy inference across ALOHA, DROID, and LIBERO environments. Use when adapting pi0 models to custom datasets, converting JAX checkpoints to PyTorch, running policy inference servers, or debugging norm stats and GPU memory issues.
technical-drawing
【文档与办公】Creates precise static technical drawings of physical objects, with coherent views and fine linework. Delivers a blank-page viewer with zoom, editable colors and SVG, PNG and PDF downloads.
checking-hipaa-compliance
【文档与办公】Runs a HIPAA Privacy and Security Rule checklist over a data pipeline and produces a gap report before deploying OpenMed on PHI. Use when the user is about to process protected health information, needs a pre-deployment compliance review, wants to know which administrative, physical, and technical safeguards apply, is scoping a Business Associate Agr…
pptx-posters
【文档与办公】Create and audit editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and assets. Use when the requested deliverable is a PowerPoint research/conference poster and exact physical, printer, accessibility, provenance, and package-security checks are required.