Browse Skills

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

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

react-native-setup.md

17

1 export react-native-setup

2 from "anton-abyzov/specweave"

3 Expert in React Native 0.83+ and Expo SDK 54+ environment setup. Helps with Node.js 20+, Xcode 16.1+, Android Studio, watchman, CocoaPods, EAS Build, simulators, emulators, and troubleshooting. Activates for environment setup, installation issues, xcode setup, android studio, simulators, emulators, react-native init, expo init, development environment, SDK configuration, EAS Build, development builds.

2026-01-05

nvim-context.md

17

1 export nvim-context

2 from "majjoha/dotfiles"

3 Get the current Neovim context as JSON (cursor position, current file, visual selection and diagnostics) to help answer questions about code at the current cursor position, visual selections and diagnostics. Use when users ask about "this line", "current file", "selection" or need context about their Neovim editor state.

2026-01-05

generate-docs.md

17

1 export generate-docs

2 from "connerohnesorge/conclaude"

3 Generate configuration reference documentation from conclaude-schema.json using src/bin/generate-docs.rs. USE WHEN the schema file changes, configuration options are added/modified, or documentation needs to be regenerated for the website.

2026-01-05

kafka-iac-deployment.md

17

1 export kafka-iac-deployment

2 from "anton-abyzov/specweave"

3 Infrastructure as Code (IaC) deployment expert for Apache Kafka. Guides Terraform deployments across Apache Kafka (KRaft mode), AWS MSK, Azure Event Hubs. Activates for terraform, iac, infrastructure as code, deploy kafka, provision kafka, aws msk, azure event hubs, kafka infrastructure, terraform modules, cloud deployment, kafka deployment automation.

2026-01-05

design.md

17

1 export design

2 from "booch/config_files"

3 Software design principles and patterns. This skill should be used when making architectural decisions, designing classes or modules, or evaluating code structure. Use proactively when discussing SOLID principles, coupling, cohesion, connascence, refactoring structure, class design, module boundaries, dependency injection, or the Four Rules of Simple Design. (user)

2026-01-05

Unnamed Skill.md

17

1 export Unnamed Skill

2 from "anton-abyzov/specweave"

3 Intelligently onboards brownfield projects by merging existing CLAUDE.md backups into SpecWeave structure. Extracts project-specific knowledge, domain context, team conventions, and technical details from backup CLAUDE.md files, then distributes content to appropriate SpecWeave folders without bloating CLAUDE.md. Activates for: merge docs, merge claude, onboard brownfield, import existing docs, claude backup, specweave merge-docs.

2026-01-05

screenshot-feature-extractor.md

17

1 export screenshot-feature-extractor

2 from "notedit/happy-coding-agent"

3 Analyze product screenshots to extract feature lists and generate development task checklists. Use when: (1) Analyzing competitor product screenshots for feature extraction, (2) Generating PRD/task lists from UI designs, (3) Batch analyzing multiple app screens, (4) Conducting competitive analysis from visual references.

2026-01-05

Unnamed Skill.md

17

1 export Unnamed Skill

2 from "anton-abyzov/specweave"

3 Intelligent multi-project specification splitting and organization. Analyzes user stories to map them to correct projects (FE, BE, MOBILE, INFRA) based on content, tech stack, and component architecture. Creates project-specific folder structure and splits monolithic specs. Activates for multi-project JIRA/GitHub setups, brownfield projects with multiple teams, microservices architecture. Keywords: multi-project, project mapping, spec splitting, JIRA projects, multiple projects, microservices, FE/BE/MOBILE split, intelligent classification.

2026-01-05

bmad-method.md

17

1 export bmad-method

2 from "anton-abyzov/specweave"

3 BMAD (Best, Most Appropriate, Design) technology decision framework expert. Helps evaluate technology alternatives, analyze tradeoffs, calculate TCO, assess vendor lock-in, and make data-driven architecture decisions. Activates for technology choices, stack decisions, database selection, cloud provider comparison, framework evaluation, architecture decisions, BMAD, best practices, most appropriate, design decisions, technology tradeoffs.

2026-01-05

jira-mapper.md

17

1 export jira-mapper

2 from "anton-abyzov/specweave"

3 Expert in mapping SpecWeave increments to JIRA epics/stories/subtasks. Content flows SpecWeave→JIRA, status flows JIRA→SpecWeave. Handles export (increment → JIRA), import (JIRA → increment). Activates for JIRA sync, issue creation, import from JIRA.

2026-01-05

ado-mapper.md

17

1 export ado-mapper

2 from "anton-abyzov/specweave"

3 Expert in bidirectional conversion between SpecWeave increments and Azure DevOps (ADO) Epics/Features/User Stories/Tasks. Handles export (increment → ADO), import (ADO → increment), and bidirectional sync with conflict resolution. Activates for ADO sync, Azure DevOps sync, work item creation, import from ADO.

2026-01-05

security.md

17

1 export security

2 from "booch/config_files"

3 Security guidelines for secure coding and code review. This skill should be used when architecting/designing systems, writing code, or reviewing code. Use proactively when discussing vulnerabilities, OWASP, injection attacks, XSS, CSRF, SQL injection, authentication, authorization, access control, encryption, secrets management, input validation, or secure coding practices. (user)

2026-01-05

expo-workflow.md

17

1 export expo-workflow

2 from "anton-abyzov/specweave"

3 Expert in Expo SDK 54+ development workflows, EAS Build, EAS Update, native tabs, Expo Router v6, expo-video, expo-audio, dev clients, expo-cli commands, app configuration, and deployment strategies. Activates for expo, expo go, eas build, eas update, expo config, app.json, eas.json, expo dev client, expo prebuild, expo eject, over-the-air updates, expo doctor, expo install, managed workflow, bare workflow, expo router, native tabs, liquid glass.

2026-01-05

plugin-development.md

17

1 export plugin-development

2 from "anton-abyzov/specweave"

3 Expert Claude Code plugin development covering plugin structure, slash commands, auto-activating skills, sub-agents, plugin.json configuration, YAML frontmatter, activation keywords, directory structure, and plugin best practices. Activates for plugin development, create plugin, claude plugin, slash command, skill activation, SKILL.md, plugin.json, claude code plugin, how to make plugin.

2026-01-05

pine-optimizer.md

17

1 export pine-optimizer

2 from "TradersPost/pinescript-agents"

3 Optimizes Pine Script for performance, user experience, and visual appeal on TradingView. Use when improving script speed, reducing load time, enhancing UI, organizing inputs, improving colors and visuals, or making scripts more user-friendly. Triggers on "optimize", "improve", "faster", "better UX", "clean up", or enhancement requests.

2026-01-05

Unnamed Skill.md

17

1 export Unnamed Skill

2 from "anton-abyzov/specweave"

3 Creates comprehensive implementation plans for ANY type of SpecWeave increment (feature, hotfix, bug, change-request, refactor, experiment). Supports all work types from features to bug investigations to POCs. Activates for: increment planning, feature planning, hotfix, bug investigation, root cause analysis, SRE investigation, change request, refactor, POC, prototype, spike work, experiment, implementation plan, create increment, organize work, break down work, new product, build project, MVP, SaaS, app development, tech stack planning, production issue, critical bug, stakeholder request.

2026-01-05

feature-engineer.md

17

1 export feature-engineer

2 from "anton-abyzov/specweave"

3 Comprehensive feature engineering for ML pipelines: data quality assessment, feature creation, selection, transformation, and encoding. Activates for "feature engineering", "create features", "feature selection", "data preprocessing", "handle missing values", "encode categorical", "scale features", "feature importance". Ensures features are production-ready with automated validation, documentation, and integration with SpecWeave increments.

2026-01-05

preview.md

17

1 export preview

2 from "anton-abyzov/specweave"

3 Documentation view expert for Docusaurus integration. Launches interactive server for SpecWeave living documentation with hot reload, auto-generated sidebar, and Mermaid diagrams. Works in ANY SpecWeave project with auto-setup. Supports both internal (port 3015) and public (port 3016) docs. Activates for preview docs, view documentation, Docusaurus server, docs UI, documentation website, local docs server, hot reload docs, static site build.

2026-01-05

code-reviewer.md

17

1 export code-reviewer

2 from "anton-abyzov/specweave"

3 Code review expert for security vulnerabilities, performance, and best practices. Activates for review code, code review, security review, PR review, pull request review, check my code, code quality, vulnerability scan, OWASP, code analysis, static analysis.

2026-01-05

code-formatter.md

17

1 export code-formatter

2 from "jduncan-rva/skill-porter"

3 A simple example skill for demonstration purposes

2026-01-05

sql.md

17

1 export sql

2 from "maragudk/skills"

3 Guide for working with SQL queries, in particular for SQLite. Use this skill when writing SQL queries, analyzing database schemas, designing migrations, or working with SQLite-related code.

2026-01-05

Unnamed Skill.md

17

1 export Unnamed Skill

2 from "anton-abyzov/specweave"

3 Python backend developer for FastAPI, Django, Flask APIs with SQLAlchemy, Django ORM, Pydantic validation. Implements REST APIs, async operations, database integration, authentication, data processing with pandas/numpy, machine learning integration, background tasks with Celery, API documentation with OpenAPI/Swagger. Activates for: Python, Python backend, FastAPI, Django, Flask, SQLAlchemy, Django ORM, Pydantic, async Python, asyncio, uvicorn, REST API Python, authentication Python, pandas, numpy, data processing, machine learning, ML API, Celery, Redis Python, PostgreSQL Python, MongoDB Python, type hints, Python typing.

2026-01-05