prime
Prime yourself on a codebase by listing files and reading the README.
done
Reset the working directory for the next task by ensuring no uncommitted changes exist, then switching to the main branch and pulling latest.
plan2json
Convert feature requirements into structured end-to-end test cases as JSON.
interview
Interview me about the plan
industry-standard-reviewer
Simulates a Senior Engineer PR review to teach professional communication and industry naming standards. Use to prepare students for professional engineering environments and code review cultures.
module-class-session-planner
Creates detailed lesson plans for teaching sessions including timing, talking points, and exercises. Use when preparing for live coding sessions or workshops for junior developers.
k8s-resource-optimizer
Analyzes Kubernetes resource usage metrics and historical data to suggest optimal CPU and Memory requests and limits. Use to reduce cloud costs, prevent OOMKills, and improve overall cluster reliability by right-sizing your deployments.
license-compliance-auditor
Scans project dependencies and verifies licenses against a whitelist of approved open-source licenses. Use to ensure legal compliance in software projects and prevent the introduction of restricted licenses.
gdpr-ccpa-privacy-auditor
Audits web applications to ensure declared privacy policies match actual technical data collection practices. Use to identify discrepancies in cookie usage, tracking scripts, and user data handling.
hipaa-compliance-guard
Audits HealthTech applications for HIPAA technical safeguards like encryption and audit logging. Use when reviewing healthcare infrastructure or ensuring PHI is handled according to legal security standards.
python-security-scanner
Detect common Python vulnerabilities such as SQL injection, unsafe deserialization, and hardcoded secrets. Use as part of a secure SDLC for Python projects.
technical-debt-visualizer
Generates a heat-map and metrics report of a repository based on code complexity, lack of tests, and 'TODO/FIXME' density. Use when you need to identify high-risk areas for refactoring or when planning technical debt reduction sprints.
skill-validator
Validates agent skill definitions against agentskills.io and AGENTS.md rules. Use when creating or modifying skills to ensure they are machine-readable and documentation-complete.
skill-dependency-resolver
Identifies and manages execution dependencies between agent skills by analyzing their inputs and outputs. Use when building multi-step agent workflows to ensure skills are executed in the correct order and that all required data is available.
secret-leak-detector
Scans source code, configuration files, and git history for hardcoded credentials, API keys, and tokens. Use when auditing repositories for security leaks or ensuring sensitive data is not committed to version control.
refactoring-suggester
Identifies code smells and provides step-by-step refactoring recipes. Use when improving legacy code maintainability or teaching students how to apply Clean Code and SOLID principles.
python-venv-manager
Setup and validate Python virtual environments (venv, virtualenv, conda). Use to ensure isolated dependencies and correct Python versions for projects.
python-type-hints-converter
Automatically add or improve type annotations in legacy Python code. Use to improve code readability, IDE support, and catch type errors early.
python-testing-strategist
Design comprehensive Python test suites including unit, integration, and E2E tests. Use when establishing testing patterns for new or existing Python applications.
python-performance-profiler
Identify CPU and memory bottlenecks in Python code using cProfile or memory_profiler. Use to optimize mission-critical Python services.
python-package-migrator
Plan and execute upgrades for Python libraries, handling breaking changes. Use when performing major version bumps for frameworks like Django or FastAPI.
python-logging-strategist
Design structured logging systems with context propagation. Use to ensure Python applications are observable and logs are machine-readable.
python-formatter-advisor
Enforce Pythonic standards using Black, Isort, and Flake8. Use to ensure consistency across large Python codebases and team environments.
poetry-uv-advisor
Optimize pyproject.toml and resolve complex dependency trees using modern tools like Poetry or uv. Use to modernize Python project management.
prompt-injection-scanner
Audits agent skill instructions and system prompts for vulnerabilities to prompt hijacking and indirect injection. Use when designing new agent skills or before deploying agents to public environments where users provide untrusted input.
module-project-generator
Generates end-to-end student projects that reinforce specific modular learning objectives. Use to create professional-grade portfolio pieces and assessment tasks for engineering mentees.
documentation-generator
Analyzes source code to automatically generate technical documentation and architecture diagrams. Use to maintain up-to-date API references and onboarding materials for engineering teams.
database-migration-integrity-checker
Audits SQL migration files for destructive actions, potential table locks, and compatibility issues. Use before applying migrations to production databases to prevent downtime and ensure data integrity.
concept-mastery-validator
Verifies alignment between curriculum modules and generated projects to ensure no knowledge gaps. Use to audit the logical flow of a teaching program and ensure students are prepared for assigned tasks.
code-review-assistant
Provides automated, context-aware code reviews focusing on logic errors and style violations. Use during Pull Request cycles to identify potential bugs and maintain high code quality standards.
clinical-trial-schema-designer
Analyzes clinical trial protocols and generates CDISC-compliant (SDTM/ADaM) data schemas. Use when designing data ingestion pipelines for clinical research or preparing regulatory submissions.
agent-capability-discovery
Scans all skill directories in the repository to generate a comprehensive global map of agent capabilities, inputs, and outputs. Use when you need to understand the full potential of your agent library or when a master agent needs to decide which sub-agent skill to invoke for a complex task.
python-async-advisor
Review asynchronous Python code to identify race conditions, deadlocks, and inefficient patterns. Use when working with asyncio, aiohttp, or FastAPI.
python-dependency-resolver
Analyze and resolve Python package dependency conflicts. Use when pip install fails due to version mismatches or circular dependencies.
python-data-pipeline-designer
Design ETL workflows with data validation using tools like Pandas, Dask, or PySpark. Use when building robust data processing systems in Python.
python-config-manager
Generate and validate environment-based configuration for Python apps using Pydantic or Dynaconf. Use to ensure secure and valid runtime settings.
module-learning-path-generator
Generates structured, career-focused modular curriculums for software engineering students. Use when designing new educational modules or tailoring learning journeys to specific career roles.
pedagogical-code-grader
Evaluates student code submissions based on conceptual mastery rather than just correctness. Use to provide high-quality educational feedback on architectural patterns and programming logic.
pytest-optimizer
Analyze and optimize pytest suites to improve speed, identify flaky tests, and increase coverage. Use to maintain high-quality, fast-running test pipelines.
pii-sanitizer
Detects and redacts Personally Identifiable Information (PII) like emails, phone numbers, and credit cards. Use when cleaning logs, datasets, or communications to comply with GDPR/CCPA privacy standards.
storybook-interactions
Use when creating Storybook play functions, writing interaction tests in stories, or reviewing play function code in pull requests. Ensures consistent structure, proper query priorities, correct async handling, and best practices for Storybook interaction testing.
git-conventions
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har-extraction
Use when user has a HAR file and wants to create API mocks, or when setting up MSW mocking for tests/Storybook from network recordings.
story-naming
Use when creating Storybook stories, naming story exports, organizing story files, or reviewing story naming conventions. Ensures story names describe user scenarios and component states rather than implementation details.
frontend-modern
Modern frontend patterns for headless Optimizely CMS (React, Next.js)
backend-csharp
C# backend patterns for Optimizely CMS projects
optimizely-content-cloud
Optimizely Content Cloud (DXP) and headless API patterns
xm-cloud
Apply when working with Sitecore XM Cloud, JSS, Next.js rendering host, or Experience Edge
umbraco-modern-guide
Apply when working with Umbraco 14+, Lit components, Content Delivery API, or backoffice extensions
umbraco-development
Apply when working with Umbraco CMS, Composers, services, or content APIs
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