Perform comprehensive code reviews using Google Gemini CLI to identify bugs, security vulnerabilities, performance issues, and code quality problems. Use after code changes, before commits, during...
Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore hypotheses about patterns in empirical data (e.g., deception detection,...
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Leverage OpenAI Codex/GPT models for autonomous code implementation. Triggers: "codex", "use gpt", "gpt-5", "gpt-5.2", "let openai", "full-auto", "用codex", "让gpt实现".
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration
This skill should be used ONLY when the user asks to update README.md, CLAUDE.md, AGENTS.md, or CONTRIBUTING.md. Trigger phrases include "update README", "update context files", "init context",...
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Manage a personal knowledge capture system. Use when the user wants to capture ideas, track todos, organize projects, review their synap, or mentions "synap", "brain dump", "capture this", "add to...
GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line.
Comprehensive systematic debugging agent for hunting down complex bugs, root causes, and error propagation across full stack (frontend, backend, APIs, databases). Use when diagnosing errors,...
Automatically save and restore development context to minimize cognitive load when resuming work. Use when switching tasks, taking breaks, or returning after interruptions. Captures mental state,...
Validate technical feasibility with minimum code before full implementation. Prove ONE atomic question ('Can I X?') through 6-phase workflow: SCOPE, CONTEXT, MINIMUM, EXECUTE, VERIFY, CAPTURE. Use...
Create a pull request from the current branch following project conventions. Uses the branch name to find the Jira ticket, generates a PR with the standard template, and pushes to origin.
Reset the working directory for the next task by ensuring no uncommitted changes exist, then switching to the main branch and pulling latest.
Generate or update aramb.toml configuration file by analyzing docker-compose files or codebase. Use this skill when you need to create project metadata, service configurations, or environment...
This skill processes unresolved GitHub PR review discussions. Activated when the user provides a GitHub PR link (github.com/.../pull/...) or mentions "PR review", "review PR", "process review...
Generate navigable code maps for unfamiliar codebases. Use when exploring a new codebase, needing to understand project structure, or before diving into code modifications. Extracts...
Create or update Pull Requests with AI-generated descriptions, mermaid diagrams, and file walkthroughs. Integrates with SDD specs. Use --update flag to modify existing PRs.