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jira-resource-validator
Automatically validates and creates missing Jira projects and boards, intelligently handling mixed ID/name configurations while updating .env files with correct IDs to ensure proper Jira integration setup.
cloud-pricing
This skill provides expert 2025 pricing data and comparisons for AWS, Azure, and GCP services, including compute, storage, databases, and serverless options, to help estimate costs, identify savings, and choose the most cost-effective cloud provider.
model-registry
Centralized model versioning and lifecycle management system that tracks ML models from development to production, enabling safe staging, rollback, and full lineage tracking integrated with SpecWeave's increment workflow.
architecture-alternatives
Expert in software architecture patterns and alternatives, helping teams make informed decisions on monoliths, microservices, serverless, and other approaches based on context, scale, and constraints.
db-designer
Automatically generates database schema from feature descriptions without showing SQL to users. Supports multiple frameworks (Supabase, PostgreSQL, Drizzle) and creates migrations and ORM models. Useful for projects needing data persistence.
claude
Imported from https://github.com/RchGrav/claudebox.
largest-eigenval
Guidance for optimizing numerical linear algebra computations, particularly finding eigenvalues of small dense matrices faster than standard library implementations. This skill applies when the task involves performance optimization of matrix operations, beating numpy/scipy performance baselines, or writing high-performance numerical code with Cython/LAPACK.
object_counter
Count occurrences of an object in the image using computer vision algorithm.
badge-evaluation
Evaluate research artifacts against NDSS badge criteria (Available, Functional, Reproduced) by checking DOI, documentation, exercisability, and reproducibility requirements.
lomb-scargle-periodogram
Lomb-Scargle periodogram for finding periodic signals in unevenly sampled time series data. Use when analyzing light curves, radial velocity data, or any astronomical time series to detect periodic variations. Works for stellar rotation, pulsation, eclipsing binaries, and general periodic phenomena. Based on lightkurve library.
ac-branch-pi-model
AC branch pi-model power flow equations (P/Q and |S|) with transformer tap ratio and phase shift, matching `acopf-math-model.md` and MATPOWER branch fields. Use when computing branch flows in either direction, aggregating bus injections for nodal balance, checking MVA (rateA) limits, computing branch loading %, or debugging sign/units issues in AC power flow.
locational-marginal-prices
Extract locational marginal prices (LMPs) from DC-OPF solutions using dual values. Use when computing nodal electricity prices, reserve clearing prices, or performing price impact analysis.
imc-tuning-rules
Calculate PI/PID controller gains using Internal Model Control (IMC) tuning rules for first-order systems.
pdf-reading
Extract text, tables, and structured information from PDF documents using pdfplumber, PyPDF2, or pdftotext command-line tools.
python-coding
Best practices for writing high quality production grade Python code
suricata-offline-evejson
Running Suricata against PCAPs offline and validating results via eve.json
moai-lang-r
R 4.4+ development specialist covering tidyverse, ggplot2, Shiny, and data science patterns. Use when developing data analysis pipelines, visualizations, or Shiny applications.
hierarchical-taxonomy-clustering
Build unified multi-level category taxonomy from hierarchical product category paths from any e-commerce companies using embedding-based recursive clustering with intelligent category naming via weighted word frequency analysis.
good-mp-post
微信公众号文章发布完整流程管理，包括AI辅助创作、图片生成、排版和发布。
nuxt-data
Provides Nuxt 4 data management patterns including composables, SSR-safe data fetching with useFetch/useAsyncData, and state management with useState and Pinia for building reactive, scalable applications.
access-control-rbac
This skill implements role-based access control (RBAC) and other authorization models to manage user permissions securely. It provides ready-to-use code for fine-grained access control in applications like admin dashboards and multi-tenant systems.
cloudflare-manager
This Cloudflare management skill enables deployment and configuration of Workers, KV Storage, R2, Pages, DNS, and routing with automatic credential validation and URL extraction for streamlined cloud service management.
warehouse-optimization
Provides concrete SQL examples for partitioning, clustering, and query optimization across Snowflake, BigQuery, and Redshift. Includes practical patterns for materialized views and cost management with specific anti-patterns to avoid.
idea-validation
A structured interview tool that guides users through defining app ideas and generates tailored PRD documents. It adapts questions based on project type (web app, bot, API, CLI) and offers three PRD detail levels. Saves output to docs/PRD.md.