Browse Skills

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

command-creator.md

17

1 export command-creator

2 from "dagster-io/workstack"

3 This skill should be used when creating a Claude Code slash command. Use when users ask to "create a command", "make a slash command", "add a command", or want to document a workflow as a reusable command. Essential for creating optimized, agent-executable slash commands with proper structure and best practices.

2026-01-05

pm-closure-validation.md

17

1 export pm-closure-validation

2 from "anton-abyzov/specweave"

3 Expert PM validation for increment closure with 3-gate quality checks (tasks, tests, documentation). Acts as final quality gate before closing increments. Validates task completion, test coverage, documentation updates, and detects scope creep. Activates for /done command, increment closure, close increment, validate increment, completion check, quality gate, PM approval, ready to close, scope creep detection, release validation, increment validation.

2026-01-05

instant-status.md

17

1 export instant-status

2 from "anton-abyzov/specweave"

3 Instant status commands that bypass LLM processing. Execute scripts directly for /sw:status, /sw:progress, /sw:jobs. Activates for specweave status, specweave progress, specweave jobs, increment status, show status, show progress, background jobs, job status.

2026-01-05

code-quality.md

17

1 export code-quality

2 from "booch/config_files"

3 Code quality guidelines including naming, structure, and maintainability. This skill should be used when writing or reviewing code to ensure it meets quality standards. Use proactively when discussing naming conventions, code smells, readability, Sandi Metz rules, method length, class size, comments, refactoring for clarity, or maintainability concerns. (user)

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

github-issue-tracker.md

17

1 export github-issue-tracker

2 from "anton-abyzov/specweave"

3 Task-level GitHub issue tracking for SpecWeave increments. Provides fine-grained progress tracking via issue comments, task checklists, and labels. Enables team collaboration on individual tasks. Activates for task tracking, GitHub comments, issue updates, task progress, team collaboration, granular tracking.

2026-01-05

smart-reopen-detector.md

17

1 export smart-reopen-detector

2 from "anton-abyzov/specweave"

3 Detects when user reports issues with recently completed work and suggests reopening relevant tasks, user stories, or increments. Auto-activates on keywords: not working, broken, bug, issue, problem, failing, error, crash, regression, still broken, incorrect, missing, wrong. Scans active and recently completed (7 days) work to find related items. Provides smart suggestions with relevance scoring.

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

codex-agent-collaboration.md

17

1 export codex-agent-collaboration

2 from "ForteScarlet/codex-kkp"

3 Delegate coding tasks to Codex AI for implementation, analysis, and alternative solutions. Use when you need a second AI perspective, want to explore different approaches, or need specialized Codex capabilities for complex coding tasks.

2026-01-05

workstack.md

17

1 export workstack

2 from "dagster-io/workstack"

3 This skill should be used when working with workstack for git worktree management and parallel development. Use when users mention workstack commands, worktree workflows, parallel feature development, or when dealing with multiple branches simultaneously. Essential for understanding workstack's mental model, command structure, and integration with Graphite for stacked PRs.

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

Unnamed Skill.md

17

1 export Unnamed Skill

2 from "anton-abyzov/specweave"

3 Node.js/TypeScript backend developer. Builds Express.js, Fastify, NestJS APIs with Prisma ORM, TypeORM, Mongoose. Implements REST APIs, GraphQL, authentication (JWT, session, OAuth), authorization, database operations, background jobs, WebSockets, real-time features, API validation, error handling, middleware. Activates for: Node.js, NodeJS, Express, Fastify, NestJS, TypeScript backend, API, REST API, GraphQL, Prisma, TypeORM, Mongoose, MongoDB, PostgreSQL with Node, MySQL with Node, authentication backend, JWT, passport.js, bcrypt, async/await, promises, middleware, error handling, validation, Zod, class-validator, background jobs, Bull, BullMQ, Redis, WebSocket, Socket.io, real-time.

2026-01-05

skill-making.md

17

1 export skill-making

2 from "binarin/nixos-config"

3 Creates and refines Claude agent skills following best practices. Use when creating new skills, improving existing ones, or learning about skill structure and conventions.

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

sf-imagen.md

17

1 export sf-imagen

2 from "Jaganpro/sf-skills"

3 AI-powered visual content generation for Salesforce development. Generates ERD diagrams, LWC mockups, architecture visuals using Nano Banana Pro. Also provides Gemini as a parallel sub-agent for code review and research.

2026-01-05

version-aligner.md

17

1 export version-aligner

2 from "anton-abyzov/specweave"

3 Aligns versions across multiple repositories according to release strategy (lockstep, independent, umbrella). Handles semantic versioning constraints, detects version conflicts, suggests version bumps based on conventional commits, validates cross-repo compatibility, manages version matrices for umbrella releases. Activates for version alignment, align versions, version sync, semver, version conflicts, version bump, version compatibility, cross-repo versions, umbrella version matrix, lockstep versioning.

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

gomponents.md

17

1 export gomponents

2 from "maragudk/skills"

3 Guide for working with gomponents, a pure Go HTML component library. Use this skill when reading or writing gomponents code, or when building HTML views in Go applications.

2026-01-05

unit-testing-expert.md

17

1 export unit-testing-expert

2 from "anton-abyzov/specweave"

3 Comprehensive unit testing expertise covering Vitest, Jest, test-driven development (TDD), mocking strategies, test coverage, snapshot testing, test architecture, testing patterns, dependency injection, test doubles (mocks, stubs, spies, fakes), async testing, error handling tests, parametric testing, test organization, code coverage analysis, mutation testing, and production-grade unit testing best practices. Activates for unit testing, vitest, jest, test-driven development, TDD, red-green-refactor, mocking, stubbing, spying, test doubles, test coverage, snapshot testing, test architecture, dependency injection, async testing, test patterns, code coverage, mutation testing, test isolation, test fixtures, AAA pattern, given-when-then, test organization, testing best practices, vi.fn, vi.mock, vi.spyOn, describe, it, expect, beforeEach, afterEach.

2026-01-05

Unnamed Skill.md

17

1 export Unnamed Skill

2 from "anton-abyzov/specweave"

3 Update CLAUDE.md and AGENTS.md instruction files with smart merge. Preserves user customizations while updating SpecWeave sections. Use after plugin refresh, version upgrade, or when instruction files need sync. Activates for: update instructions, refresh claude.md, merge agents.md, sync instruction files, upgrade specweave config.

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

model-explainer.md

17

1 export model-explainer

2 from "anton-abyzov/specweave"

3 Model interpretability and explainability using SHAP, LIME, feature importance, and partial dependence plots. Activates for "explain model", "model interpretability", "SHAP", "LIME", "feature importance", "why prediction", "model explanation". Generates human-readable explanations for model predictions, critical for trust, debugging, and regulatory compliance.

2026-01-05