pjt222

release-package-version

Eine neue Version eines R-Pakets veroeffentlichen einschliesslich Versionserhoehung, NEWS.md-Aktualisierungen, Git-Tagging, GitHub-Release-Erstellung und Einrichtung der Post-Release- Entwicklungsversion. Anwenden wenn ein Paket fuer eine neue Patch-, Minor- oder Major-Veroeffentlichung bereit ist, nach CRAN-Akzeptanz zur Erstellung des entsprechenden GitHub-Release, oder beim Einrichten der Entwicklungsversionsanpassung direkt nach einer Veroeffentlichung.

create-work-breakdown-structure

Einen Projektstrukturplan (PSP) und ein PSP-Woerterbuch aus den Lieferergebnissen des Projektauftrags erstellen. Umfasst hierarchische Zerlegung, PSP-Codierung, Aufwandsschaetzung, Abhaengigkeitsidentifikation und kritische Pfad-Kandidaten. Verwenden nach Genehmigung eines Projektauftrags, beim Planen eines klassischen oder Wasserfall-Projekts mit definierten Lieferergebnissen, beim Aufteilen einer grossen Initiative in handhabbare Arbeitspakete oder zum Aufbau einer Grundlage fuer Aufwandsschaetzung und Ressourcenplanung.

generate-statistical-tables

使用 gt、kableExtra 或 flextable 生成出版级统计表格。涵盖描述性统计、回归结果、方差分析表、相关矩阵和 APA 格式。适用于创建描述性统计表格、格式化回归或方差分析输出、构建相关矩阵、为学术论文制作 APA 样式表格，或为 Quarto 和 R Markdown 文档生成表格。

practice-viriditas

Guide viriditas (greening power) meditation and philosophy practice. Covers the concept of viriditas as divine life force, structured meditation protocol, seasonal attunement, and integration with Hildegardian health and spiritual practice. Use when practicing Hildegardian contemplative spirituality, feeling disconnected from seasonal rhythms, experiencing spiritual dryness or lack of vitality, seeking a meditation that integrates body and earth, or deepening understanding of Hildegard's ecological theology.

plan-hiking-tour

Planen a hiking tour with trail selection by difficulty (SAC/UIAA), time estimation using Munter's formula, elevation analysis, and safety assessment. Umfasst multi-day hut-to-hut tours, day hikes, and alpine routes with terrain classification and group fitness considerations. Verwenden wenn planning a day hike or multi-day trekking tour, selecting trails appropriate for a group's fitness and experience, estimating realistic hiking times, or planning hut-to-hut tours with overnight logistics.

DevOps & Infrastructure Listed

setup-container-registry

Configure container image registries including GitHub Container Registry (ghcr.io), Docker Hub, and Harbor with automated image scanning, tagging strategies, retention policies, and CI/CD integration for secure image distribution. Use when setting up a private container registry, migrating from Docker Hub to self-hosted registries, implementing vulnerability scanning in CI/CD pipelines, managing multi-architecture images, enforcing image signing, or configuring automatic cleanup and retention policies.

Web & Frontend Listed

review-ux-ui

Review user experience and interface design using Nielsen's heuristics, WCAG 2.1 accessibility guidelines, keyboard and screen reader audit, user flow analysis, cognitive load assessment, and form usability evaluation. Use when conducting a usability review before release, assessing WCAG 2.1 accessibility compliance, evaluating user flows for efficiency, reviewing form design, or performing a heuristic evaluation of an existing interface.

analyze-tensegrity-system

Analyze a tensegrity system by identifying compression struts and tension cables, classifying type (class 1/2, biological/architectural), computing prestress equilibrium, verifying stability via Maxwell's rigidity criterion, and mapping biological tensegrity (microtubules, actin, intermediate filaments). Use when evaluating tensegrity in architecture, robotics, cell biology, or any system with isolated compression in continuous tension.

make-fire

Iniciar y mantener un fuego de campamento usando técnicas de fricción, pedernal y acero, y fósforos. Cubre la preparación de materiales de yesca, construcción de estructuras de leña, métodos de encendido, gestión del fuego y extinción segura. Usar al necesitar calor, cocción o purificación de agua en entornos silvestres, al practicar técnicas de supervivencia en bushcraft, o al necesitar fuego como herramienta para señalización o protección.

Web & Frontend Listed

circuit-breaker-pattern

Implement circuit breaker logic for agentic tool calls — tracking tool health, transitioning between closed/open/half-open states, reducing task scope when tools fail, routing to alternatives via capability maps, and enforcing failure budgets to prevent error accumulation. Separates orchestration (deciding what to attempt) from execution (calling tools), following the expeditor pattern. Use when building agents that depend on multiple tools with varying reliability, designing fault-tolerant agentic workflows, recovering gracefully from tool outages mid-task, or hardening existing agents against cascading tool failures.

coordinate-reasoning

スティグマージックシグナルを用いたAI内部調整 — コンテキストとメモリにおける情報の鮮度管理、仮定の陳腐化に対する減衰率、単純なローカルプロトコルから創発する一貫した行動。複数のサブタスクが調整を必要とする複雑なタスク中、コンテキストが長くなり情報の鮮度が不確かな時、コンテキスト圧縮後に情報が失われた可能性がある時、サブタスクの出力が劣化なく相互に供給される必要がある時に使用する。