Browse Skills

increment-quality-judge-v2.md

17

1 export increment-quality-judge-v2

2 from "anton-abyzov/specweave"

3 Enhanced AI-powered quality assessment with RISK SCORING (BMAD pattern) and quality gate decisions. Evaluates specifications, plans, and tests for clarity, testability, completeness, feasibility, maintainability, edge cases, and RISKS. Provides PASS/CONCERNS/FAIL decisions. Activates for validate quality, quality check, assess spec, evaluate increment, spec review, quality score, risk assessment, qa check, quality gate, /sw:qa command.

2026-01-05

github-sync.md

17

1 export github-sync

2 from "anton-abyzov/specweave"

3 Two-way synchronization between SpecWeave specs and GitHub Projects (push & pull by default). Activates ONLY when user asks questions about GitHub integration or needs help configuring GitHub sync. Does NOT activate for slash commands. For syncing, use /sw-github:sync-spec command instead.

2026-01-05

experiment-tracker.md

17

1 export experiment-tracker

2 from "anton-abyzov/specweave"

3 Manages ML experiment tracking with MLflow, Weights & Biases, or SpecWeave's built-in tracking. Activates for "track experiments", "MLflow", "wandb", "experiment logging", "compare experiments", "hyperparameter tracking". Automatically configures tracking tools to log to SpecWeave increment folders, ensuring all experiments are documented and reproducible. Integrates with SpecWeave's living docs for persistent experiment knowledge.

2026-01-05

sf-connected-apps.md

17

1 export sf-connected-apps

2 from "Jaganpro/sf-skills"

3 Creates and manages Salesforce Connected Apps and External Client Apps with 120-point scoring. Use when configuring OAuth flows, creating connected apps, setting up JWT bearer auth, or managing API access policies.

2026-01-05

Unnamed Skill.md

17

1 export Unnamed Skill

2 from "anton-abyzov/specweave"

3 Multi-agent orchestration system that coordinates specialized agents (PM, Architect, DevOps, QA, Tech Lead, Security) to work together on complex tasks. Implements hierarchical orchestrator-worker pattern. Activates for complex multi-step requests requiring multiple roles/skills. Keywords: build product, create SaaS, full implementation, end-to-end, multi-agent, orchestrate, coordinate roles, complex project.

2026-01-05

sf-deploy.md

17

1 export sf-deploy

2 from "Jaganpro/sf-skills"

3 Comprehensive Salesforce DevOps automation using sf CLI v2. Use when deploying metadata, managing scratch orgs, setting up CI/CD pipelines, or troubleshooting deployment errors.

2026-01-05

context-optimizer.md

17

1 export context-optimizer

2 from "anton-abyzov/specweave"

3 Second-pass context optimization that analyzes user prompts and removes irrelevant specs, agents, and skills from loaded context. Achieves 80%+ token reduction through smart cleanup. Activates for optimize context, reduce tokens, clean context, smart context, precision loading.

2026-01-05

diagrams-architect.md

17

1 export diagrams-architect

2 from "anton-abyzov/specweave"

3 Expert in creating Mermaid diagrams following C4 Model and SpecWeave conventions. Specializes in system architecture, sequence diagrams, ER diagrams, and deployment diagrams. Activates for diagram creation, architecture visualization, data modeling, sequence flows, C4 diagrams, HLD, LLD, Mermaid diagram, flowchart, class diagram, state diagram, entity relationship, database schema visualization, API flow diagram, microservices diagram, system overview, architecture diagram, draw diagram, create diagram, visualize architecture, show flow, explain visually.

2026-01-05

ml-pipeline-orchestrator.md

17

1 export ml-pipeline-orchestrator

2 from "anton-abyzov/specweave"

3 Orchestrates complete machine learning pipelines within SpecWeave increments. Activates when users request "ML pipeline", "train model", "build ML system", "end-to-end ML", "ML workflow", "model training pipeline", or similar. Guides users through data preprocessing, feature engineering, model training, evaluation, and deployment using SpecWeave's spec-driven approach. Integrates with increment lifecycle for reproducible ML development.

2026-01-05

performance-optimization.md

17

1 export performance-optimization

2 from "anton-abyzov/specweave"

3 Expert in React Native 0.83+ performance optimization including Hermes V1, React 19.2 concurrent features, Intersection Observer, Web Performance APIs, bundle size reduction, memory management, rendering optimization, FlashList, expo-image v2, memoization, lazy loading, code splitting. Activates for performance, slow app, lag, memory leak, bundle size, optimization, flatlist performance, re-render, fps, jank, startup time, app size, hermes, concurrent rendering.

2026-01-05

docusaurus.md

17

1 export docusaurus

2 from "anton-abyzov/specweave"

3 Docusaurus documentation expert. Specializes in creating, configuring, and deploying Docusaurus documentation sites, MDX authoring, plugin development, theming, versioning, and i18n. Activates for Docusaurus, documentation site, docs, MDX, markdown docs, static site generator, documentation framework, Docusaurus plugins, Docusaurus themes, public docs, docs site design, landing page, hero section, docs styling, spec-weave.com, documentation redesign, docs UI, docs theme, dark mode docs, sidebar navigation, algolia search, versioned docs, i18n docs, blog posts, announcement bar, footer customization, docusaurus config.

2026-01-05

dignified-python-310.md

17

1 export dignified-python-310

2 from "dagster-io/workstack"

3 This skill should be used when editing Python code for Python 3.10-3.12. Use when writing, reviewing, or refactoring Python to ensure adherence to LBYL exception handling patterns, pathlib operations, ABC-based interfaces, absolute imports, and explicit error boundaries at CLI level. Essential for maintaining dignified Python standards.

2026-01-05

Unnamed Skill.md

17

1 export Unnamed Skill

2 from "anton-abyzov/specweave"

3 .NET/C# backend developer for ASP.NET Core APIs with Entity Framework Core. Builds REST APIs, minimal APIs, gRPC services, authentication with Identity/JWT, authorization, database operations, background services, SignalR real-time features. Activates for: .NET, C#, ASP.NET Core, Entity Framework Core, EF Core, .NET Core, minimal API, Web API, gRPC, authentication .NET, Identity, JWT .NET, authorization, LINQ, async/await C#, background service, IHostedService, SignalR, SQL Server, PostgreSQL .NET, dependency injection, middleware .NET.

2026-01-05

plugin-validator.md

17

1 export plugin-validator

2 from "anton-abyzov/specweave"

3 Validates SpecWeave plugin installation when EXPLICITLY requested by user. Ensures marketplace registered, core plugin installed, and context-specific plugins available. ONLY activates for explicit validation requests - does NOT auto-activate for workflow commands to avoid false positives. Activates ONLY for plugin validation, environment setup, validate plugins, check plugins, specweave init, fresh setup, marketplace registration.

2026-01-05

roadmap-planner.md

17

1 export roadmap-planner

2 from "anton-abyzov/specweave"

3 Product roadmap and feature prioritization expert. Creates product roadmaps, prioritizes features using RICE/MoSCoW/Kano frameworks, defines success metrics and KPIs, and translates technical decisions into business impact. Activates for roadmap, prioritization, RICE, MoSCoW, Kano, product planning, feature ranking, success metrics, KPIs, stakeholder communication, business impact, Q1 Q2 Q3 Q4 planning, quarterly goals, release planning, feature prioritization.

2026-01-05

tweakpane-visual-debugger.md

17

1 export tweakpane-visual-debugger

2 from "amir-arad/tweakpane-table"

3 This skill should be used when debugging visual CSS and layout issues in the tweakpane-table plugin, specifically for investigating column alignment problems between table headers and data rows. Use when columns don't align, widths appear incorrect, or visual inspection of rendered output is needed.

2026-01-05

confluent-kafka-connect.md

17

1 export confluent-kafka-connect

2 from "anton-abyzov/specweave"

3 Kafka Connect integration expert. Covers source and sink connectors, JDBC, Elasticsearch, S3, Debezium CDC, SMT (Single Message Transforms), connector configuration, and data pipeline patterns. Activates for kafka connect, connectors, source connector, sink connector, jdbc connector, debezium, smt, data pipeline, cdc.

2026-01-05

diagrams-generator.md

17

1 export diagrams-generator

2 from "anton-abyzov/specweave"

3 Generate Mermaid diagrams following C4 conventions. Activates for create diagram, draw diagram, visualize, system diagram, architecture diagram, C4 diagram, context diagram, container diagram, component diagram, sequence diagram, ER diagram, entity relationship, data model, deployment diagram. Coordinates with diagrams-architect agent.

2026-01-05

sf-soql.md

17

1 export sf-soql

2 from "Jaganpro/sf-skills"

3 Advanced SOQL skill with natural language to query generation, query optimization, relationship traversal, aggregate functions, and performance analysis. Build efficient queries that respect governor limits and security requirements.

2026-01-05

style-guide.md

17

1 export style-guide

2 from "pilotparpikhodjaev/conductor_cc"

3 Apply language-specific style guide rules to your code. Use when writing or reviewing code to ensure consistency with best practices.

2026-01-05

model-registry.md

17

1 export model-registry

2 from "anton-abyzov/specweave"

3 Centralized model versioning, staging, and lifecycle management. Activates for "model registry", "model versioning", "model staging", "deploy to production", "rollback model", "model metadata", "model lineage", "promote model", "model catalog". Manages ML model lifecycle from development through production with SpecWeave increment integration.

2026-01-05

dignified-python.md

17

1 export dignified-python

2 from "dagster-io/workstack"

3 Python coding standards with automatic version detection. Use when writing, reviewing, or refactoring Python to ensure adherence to LBYL exception handling patterns, modern type syntax (list[str], str | None), pathlib operations, ABC-based interfaces, absolute imports, and explicit error boundaries at CLI level. Also provides production-tested code smell patterns from Dagster Labs for API design, parameter complexity, and code organization. Essential for maintaining erk's dignified Python standards.

2026-01-05

cloud-pricing.md

17

1 export cloud-pricing

2 from "anton-abyzov/specweave"

3 Expert knowledge of cloud provider pricing models for AWS, Azure, GCP covering compute, storage, database, networking, and serverless services. Includes 2025 pricing data, regional differences, free tiers, pricing calculators, and cost comparison across providers. Activates for cloud pricing, how much does it cost, price comparison, AWS vs Azure vs GCP pricing, pricing calculator, estimate costs, regional pricing, free tier, what's cheaper.

2026-01-05

skill-creation-guide.md

17

1 export skill-creation-guide

2 from "notedit/happy-coding-agent"

3 Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

2026-01-05