Marketplace
SkillHub Club catalog feed.
Public marketplace mirror sourced from skillhub.club. This source view keeps the new outcome-first browsing model while filtering server-side to a single upstream feed.
pareto-optimization
Multi-objective optimization with Pareto frontiers. Use when optimizing multiple conflicting objectives simultaneously, finding trade-off solutions, or computing Pareto-optimal points.
light-curve-preprocessing
Preprocessing and cleaning techniques for astronomical light curves. Use when preparing light curve data for period analysis, including outlier removal, trend removal, flattening, and handling data quality flags. Works with lightkurve and general time series data.
whisper-transcription
Transcribe audio/video to text with word-level timestamps using OpenAI Whisper. Use when you need speech-to-text with accurate timing information for each word.
python-scala-oop
Guide for translating Python classes, inheritance, and object-oriented patterns to Scala. Use when converting Python code with classes, dataclasses, abstract classes, inheritance, properties, static methods, class methods, or design patterns.
ssl-certificate-management
Manage SSL/TLS certificates with automated provisioning, renewal, and monitoring using Let's Encrypt, ACM, or Vault.
python-packaging
Automatically applies when configuring Python project packaging. Ensures proper pyproject.toml setup, project layout, build configuration, metadata, and distribution best practices.
async-python-patterns
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.
data-reconciliation
Imported from https://github.com/benchflow-ai/SkillsBench.
jira-mapper
This skill synchronizes SpecWeave project increments with JIRA by exporting increments as epics/stories/subtasks and importing JIRA items back, ensuring content flows from SpecWeave to JIRA while status updates flow back, maintaining full traceability.
context-loader
This skill explains how SpecWeave optimizes context usage through Claude's native progressive disclosure mechanism and sub-agent parallelization, enabling efficient token management and scalable workflows by loading only relevant skills and isolating context windows.
brownfield-onboarder
Intelligently merges existing CLAUDE.md backups into SpecWeave structure by extracting project knowledge and distributing it to appropriate folders, preventing main CLAUDE.md bloat with both Quick Start and Comprehensive modes.
plugin-development
This skill provides expert guidance for developing Claude Code plugins, covering plugin structure, slash commands, auto-activating skills, and configuration best practices to ensure production-ready results.
feature-engineer
Transforms raw data into production-ready ML features through automated quality assessment, feature creation, selection, and encoding, ensuring robust models with integrated validation and documentation.
external-sync-wizard
This skill is an expert guide for setting up bidirectional synchronization between SpecWeave and external tools like GitHub Issues, Jira, and Azure DevOps. It provides interactive wizards to configure sync direction and helps establish SpecWeave as the local source of truth.
technical-writing
This skill provides expert technical writing assistance for developer documentation including README files, API documentation, tutorials, and changelogs, helping create clear, structured, and maintainable documentation following industry best practices.
role-orchestrator
A multi-agent orchestration system that coordinates specialized roles (PM, Architect, DevOps, QA, etc.) to collaboratively execute complex, multi-step projects through intelligent task decomposition and structured workflow management.
spec-generator
Generates comprehensive specification documentation (spec.md, plan.md, tasks.md with embedded tests) for SpecWeave increments using flexible, context-aware templates, ensuring proper project assignment and structured planning.
progress-sync
This skill automatically synchronizes progress across all systems with one command, including auto-creating missing external issues in GitHub/JIRA/ADO when none exist, ensuring complete end-to-end tracking without manual intervention.
python-backend
A specialized Python backend developer skill for building APIs with FastAPI, Django, or Flask, handling database integration, data processing, machine learning model serving, and background tasks with comprehensive tooling and best practices.
time-series-forecaster
This skill performs time series forecasting using ARIMA, Prophet, LSTM, and statistical methods to predict future trends, detect seasonality, and provide confidence intervals, integrated with SpecWeave's workflow for accurate temporal predictions.
confluent-ksqldb
This skill provides expert guidance on Confluent ksqlDB, enabling real-time stream processing on Kafka topics using SQL-like queries. It covers core concepts like streams and tables, joins, aggregations, windowing, and creating materialized views for immediate analytics.
model-explainer
This skill provides model interpretability using SHAP, LIME, and feature importance to explain why models make specific predictions. It helps build trust, debug models, and meet regulatory requirements by generating human-readable explanations for both individual predictions and overall model behavior.
device-testing
This skill provides comprehensive React Native testing expertise, covering unit tests with Jest, integration tests, component testing with React Native Testing Library, and E2E testing with Detox on simulators and real devices.
hetzner-provisioner
This skill provisions budget-friendly Hetzner Cloud infrastructure using Terraform/Pulumi. It generates IaC code for servers, databases, SSL, and Docker deployment, enabling full-stack SaaS hosting for as low as $10-15/month.