Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime IMPORTANT: > - **Using Claude Code?** → Install the [Plugin](#-claude-code-plugin-recommended-for-claude-code) (eas
Text-to-speech conversion using `uvx edge-tts` for generating audio from text. Use when: (1) User requests audio/voice output with the "tts" trigger or keyword. (2) Content needs to be spoken rath
Comprehensive GitHub CLI (gh) reference. Covers repos, issues, PRs, Actions, releases, gists, search, projects v2, API, secrets/variables, labels, codespaces...
Provides a comprehensive methodology to optimize productivity and tool use across multiple AI coding assistants through assessment, selection, context engine...
Use when bulk-managing Terraform modules at scale — upgrading providers across AWS, GCP, Azure, or DigitalOcean repositories, standardizing GitHub Actions wo...
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Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
**AI code quality gate** that catches what traditional linters can't — hallucinated packages, phantom dependencies, stale APIs, context breaks, and security anti-patterns in AI-generated code. ✅
$0 test-time scaling with online learning. Classify, generate, and verify using free model ensembles. Models self-select via ELO scoring + A/B testing from d...