Investigate environment variables that can be set when building Python wheels for a given project. Analyzes setup.py, CMake files, and other build configuration files to discover customizable build environment variables.
Assess license compatibility for Python package redistribution using SPDX.org license database. Evaluates whether a given license allows building and distributing wheels, with real-time license information lookup.
Deterministically find license information for Python packages by checking PyPI metadata first, then falling back to Git repository LICENSE files using shallow cloning.
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.
Manage scheduled tasks in the crontab configuration file for this dotfiles repository. Use when the user wants to add, remove, update, or query scheduled tasks, cron jobs, or automated maintenance. Triggers include mentions of "cron", "schedule", "automated task", "crontab", "periodic job", or time-based automation.
Run CVlization examples on the `ssh l1` GPU host by copying only the needed example directory plus the shared `cvlization/` package into `/tmp`, then launching the example’s Docker scripts.
Diagnose and fix CI/CD failures by analyzing logs, reproducing locally, and applying fixes. Use when CI checks fail on pull requests.
Validate GitHub Actions workflow files for syntax, best practices, and correctness. Use before committing workflow changes or when workflows fail.
Validate code review feedback against implementation plan to prevent scope creep and derailment
Use when completing tasks, implementing major features, or before merging to verify work meets requirements - dispatches cipherpowers:code-review-agent subagent to review implementation against plan or requirements before proceeding
Diagnose CI failures and stabilize pipelines. Use when a mid-level developer needs to resolve flaky or failing builds.
Parse and analyze CI failure logs to identify root causes and error patterns. Use when CI builds fail to understand what broke.
Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until bulletproof against rationalization
Analyze test differences between runs to identify flaky tests and consistency issues. Use to find tests that fail intermittently.
Validates BAZINGA completion claims with independent verification. Spawned ONLY when PM sends BAZINGA. Acts as final quality gate - verifies test failures, coverage, evidence, and criteria independently. Returns ACCEPT or REJECT verdict.
Validate and verify dependencies are available and compatible. Use when setting up environments.
Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skill, writing to address failures, iterating to close loopholes
Complete deployment system for Holochain hApps with multi-repository coordination, cross-platform builds, and CI/CD automation
Check docker-local environment status - all services, containers, and project accessibility
Production-grade Terraform development with HCL best practices, module design, state management, multi-cloud patterns, and AI-enhanced infrastructure as code for scalable cloud deployments
