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wellness-health
9

mindfulness

Cultivate defensive situational awareness, threat assessment, and mental clarity under pressure. Covers the Cooper color code awareness system, body language reading and intent detection, verbal de-escalation, moving mindfulness in public spaces, combat focus and the OODA loop, rapid grounding techniques for acute stress, context-specific integration, and ongoing review and refinement of awareness skills. Use when entering unfamiliar or potentially hostile environments, needing to assess a situation for safety, de-escalating a verbal confrontation, or integrating awareness practice into daily movement.

pjt222
pjt222
lifestyle
open
wellness-health
9

cultivate-bonsai

樹種選定から長期的な季節管理まで、盆栽の育成をカバーする。樹種の適性、構造剪定と 維持剪定、針金かけ技術、植替えプロトコル、用土配合、季節管理スケジュール、 生きた樹木との瞑想的実践を含む。初めてまたは次の盆栽の樹種選定時、構造剪定または 維持剪定の実施時、根が回ったり成長が停滞した時の植替え時、整枝のための針金かけ時、 季節管理カレンダーの策定時、生きた樹木との瞑想的実践の構築時に使用する。

pjt222
pjt222
lifestyle
open
wellness-health
9

listen-guidance

Guide a person in developing active listening skills. AI coaches receptive mindset preparation, full-presence attending, reflective paraphrasing, clarifying questioning, synthesis of understanding, and integration of insights into communication practice. Use when a person wants to improve communication, when someone keeps misunderstanding others or feels misunderstood, when preparing for a difficult conversation such as a feedback session or conflict resolution, or when a person notices they talk more than they listen.

pjt222
pjt222
lifestyle
open
wellness-health
9

forage-plants

Identify and safely gather edible and useful wild plants. Covers safety rules and deadly plant recognition, habitat reading, multi-feature identification methodology, the universal edibility test, sustainable harvesting practices, preparation methods, reaction monitoring, and building knowledge with beginner-friendly universal species. Use when supplementing food supply in a wilderness or survival setting, needing medicinal or utility plants, identifying plants around camp for safety, or in long-term scenarios where foraging extends available rations.

pjt222
pjt222
lifestyle
open
wellness-health
9

practice-viriditas

Viriditas-Meditation (Gruenkraft) und philosophische Praxis anleiten. Umfasst das Konzept der Viriditas als goettliche Lebenskraft, strukturiertes Meditationsprotokoll, saisonale Einstimmung und Integration mit hildegardianischer Gesundheits- und Spiritualitaetspraxis. Anwenden bei der Ausuebung hildegardianischer kontemplativer Spiritualitaet, bei Entfremdung von saisonalen Rhythmen, bei geistlicher Trockenheit oder Vitalitaetsmangel, bei der Suche nach einer Meditation die Koerper und Erde integriert, oder zur Vertiefung des Verstaendnisses von Hildegards oekologischer Theologie.

pjt222
pjt222
lifestyle
open
astronomy-physics
9

sunpy

The community-developed free and open-source software package for solar physics. Provides tools for data search and download, coordinate transformations specific to solar physics, and powerful image processing through the Map object. Use when working with solar data, solar images (EUV, magnetograms, white light), solar coordinates (Helioprojective, Heliographic), Fido data search, solar time series, differential rotation, limb fitting, or multi-instrument solar analysis (AIA, HMI, GOES).

tondevrel
tondevrel
research
open
astronomy-physics
9

pydicom

Python package for working with DICOM files. It allows you to read, modify, and write DICOM data in a Pythonic way. Essential for medical imaging processing, clinical data extraction, and AI in radiology.

tondevrel
tondevrel
research
open
astronomy-physics
9

r-duckspatial

Use when code loads or uses duckspatial (library(duckspatial), duckspatial::), performing spatial joins or areal interpolation on large vector datasets in R, or needing faster spatial operations than sf

arthurgailes
arthurgailes
research
open
astronomy-physics
9

geo

Geographic data validator for aviation and travel applications. Use when user says "geo audit", "check airports", "validate routes", "geo skill", "check geographic data", "verify iata codes", "check distances", or when reviewing any code/data that involves airport codes (IATA/ICAO), city-to-airport mappings, country codes (ISO 3166), flight distances, flight time estimates, flag URLs, or route feasibility. Also use for timezone validation, coordinate checks, and geopolitical accuracy (country names, disputed territories, naming conventions).

buildingopen
buildingopen
research
open
astronomy-physics
9

scientific-calculator

Expert in scientific computation. Use for complex floating-point math, orbital mechanics, and physics equations to avoid hallucination. Supports variable assignment and stateful memory.

BrianV1981
BrianV1981
research
open
astronomy-physics
9

geo-infer

Geospatial Active Inference framework with 44 modules for ecological, civic, and commercial spatial analysis. Use when working with geospatial data, Active Inference, Bayesian modeling, H3 hexagonal indexing, spatial statistics, or any domain-specific geographic analysis (agriculture, health, economics, risk, climate, energy, transport, marine, forestry, water).

ActiveInferenceInstitute
ActiveInferenceInstitute
research
open
astronomy-physics
9

geo-infer-space

H3 hexagonal spatial indexing and multi-backend spatial operations. Use when working with H3 cells, spatial indexing, coordinate systems, raster/vector operations, or any spatial backend dispatch (H3, SRAI, PostGIS).

ActiveInferenceInstitute
ActiveInferenceInstitute
research
open
astronomy-physics
9

geo-infer-comms

Communication systems for geospatial coordination. Use when implementing spatial messaging, multi-channel notifications (email/SMS/push), event streaming, spatial message routing, or subscriber management for geographic broadcasts.

ActiveInferenceInstitute
ActiveInferenceInstitute
research
open
astronomy-physics
9

geo-infer-bayes

Bayesian inference and probabilistic modeling for geospatial data. Use when building hierarchical models, computing posteriors with PyMC or TFP, performing variational inference, model comparison (LOO/WAIC/DIC), or spatial Gaussian processes.

ActiveInferenceInstitute
ActiveInferenceInstitute
research
open
astronomy-physics
9

geopandas

Open source project to make working with geospatial data in python easier. Extends the datatypes used by pandas to allow spatial operations on geometric types. Built on top of Shapely, Fiona, and Pyproj. Use for reading and writing spatial formats (Shapefile, GeoJSON, GeoPackage, KML), performing spatial joins, coordinate system transformations (reprojecting), geometric analysis (buffers, centroids, convex hulls), thematic mapping (Choropleth maps), calculating spatial relationships (contains, overlaps, touches, within), working with OpenStreetMap data or satellite-derived vector data.

tondevrel
tondevrel
research
open
astronomy-physics
9

suggest-missions

Analyzes logged signals from Digital Hobonichi daily notes over a specified time period and suggests missions to create based on patterns, recurring themes, and priorities.

aetrigg
aetrigg
research
open
lab-tools
9

evaluate-levitation-mechanism

Bewerten and compare levitation mechanisms for a given application durch a structured trade study. Umfasst magnetic (passive diamagnetic, active feedback, superconducting), acoustic (standing wave, phased array), aerodynamic (hovercraft, air bearings, Coanda effect), and electrostatic (Coulomb suspension, ion traps) mechanisms. Verwenden wenn selecting the most appropriate levitation approach for transport, sample handling, display, bearings, or precision measurement applications.

pjt222
pjt222
research
open
lab-tools
9

attune

AI関係性キャリブレーション — 一緒に作業している特定の人を読み取り適応する。 ユーザー意図の整合（正しい問題を解決する）を超えて本物のアチューンメント （その人がいる場所で会う）へ。会話の証拠からコミュニケーションスタイル、 専門知識の深さ、感情的レジスター、暗黙の好みをマッピング。新しいセッションの 開始時、コミュニケーションが合っていないと感じた時、予期しないフィードバック後、 または非常に異なるユーザーやコンテキスト間の移行時に使用。

pjt222
pjt222
research
open
lab-tools
9

track-ml-experiments

Set up MLflow tracking server for experiment management, configure autologging for popular ML frameworks, compare runs with metrics and visualizations, and manage artifacts in remote storage backends for reproducible machine learning workflows. Use when starting a new ML project that requires experiment tracking, migrating from manual logs to automated tracking, comparing multiple training runs systematically, or building reproducible ML workflows with full lineage tracking.

pjt222
pjt222
research
open
lab-tools
9

evaluate-levitation-mechanism

Evaluate and compare levitation mechanisms for a given application through a structured trade study. Covers magnetic (passive diamagnetic, active feedback, superconducting), acoustic (standing wave, phased array), aerodynamic (hovercraft, air bearings, Coanda effect), and electrostatic (Coulomb suspension, ion traps) mechanisms. Use when selecting the most appropriate levitation approach for transport, sample handling, display, bearings, or precision measurement applications.

pjt222
pjt222
research
open
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