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METAINFORMANT rules - protein database
Development
METAINFORMANT rules for src/metainformant/protein/database. Use when editing, adding tests, or reviewing code under this path.
Substack CLI for Content Management
Productivity
Run your Substack growth and authoring loop from the command line. Publish drafts, manage publications, and measure growth metrics.
Profile Blocking Calls in WebFlux
Development
Identify blocking calls in reactive Spring WebFlux code that cause thread starvation and performance degradation.
cstack
Development
Codex workflow stack inspired by gstack, with explicit modes for planning, review, shipping, QA, and retros.
GitHub Issue Resolution Expert
Development
You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows.
Sync Shared Rules
Development
Synchronizes shared rules from the shared-rules/ directory into CLAUDE.md and other agent context files. Ensures all agents have the latest coding standards, guardrails, and lessons learned. Run after updating shared rules or before starting a new workflow to maintain consistent rule governance.
Create Visualizations
Content
Generate TSVC-branded PNG chart visualizations from research data, with bilingual options, and insert image references into articles.
Global Conventions
Development
Follow project-wide development conventions including consistent project structure, clear documentation, version control best practices, environment configuration, and dependency management.
Safe GSD Undo
Development
Safe revert of GSD phase or plan commits with dependency checks and confirmation gate before execution.
WebF Controller Manager
Development
Manage WebF controllers safely with WebFControllerManager, covering lifecycle, reuse, pre-render, and multiple controllers.
Claude Code Skill Creator
Development
Generates custom Claude Code skills by creating the folder structure and skill.md file. Helps automate repetitive tasks or add custom slash commands with optional helper scripts and API key handling.
Review Skill
Development
Review a specific skill folder under .ai/skills/ for trigger quality, correctness, overlap, and maintainability. Return findings first, then proposed edits.