Coding & Development

Use when this project's work involves Original agent skill evaluation and MCP server engineering specialists — covers testing, api contracts. Loads the original anthropic skills bundled with this pack.

Use when this project's work involves Compare documented boundaries to implemented behavior — covers documentation/runbooks, code review/quality gates, security. Loads the original pm skills bundled with this pack.

Use when this project's work involves Metrics definitions and cohort-based feedback alongside provider instrumentation — covers product analytics/feedback. Loads the original pm skills bundled with this pack.

Use when this project's work involves Rust ownership, errors, testing and performance conventions — covers backend, reliability/resilience, testing. Loads the original apollo skills bundled with this pack.

Use when coordinating engineering work in this project: selecting which original upstream skill to follow for discovery, architecture, frontend, backend, data, infrastructure, testing, security, release or operations work, and resolving its original file paths and tools.

Agent skill 'repo-architect' from alphasafal/production-agent-skills.

Agent skill 'product-manager' from alphasafal/production-agent-skills.

新建、改造或评审命令行工具（CLI）及其配套 Skill 时使用，尤其是供 AI Agent 稳定调用、同时也要给人正常使用的 CLI。覆盖命令面设计、非交互模式、JSON 输出契约、退出码分层、dry-run、幂等、鉴权安全、CLI/脚本/Skill/Agent 职责分层、事务式编排、风险授权、终态验证和验收方法。

Agent skill 'production-code-review' from alphasafal/production-agent-skills.

Agent skill 'system-design-reviewer' from alphasafal/production-agent-skills.

Agent skill 'feature-to-production' from alphasafal/production-agent-skills.

对已有可检查版本的项目进行独立深度二次审查，由多个真实子智能体审查、Astra 极高复核，再按授权调度修复与独立验收。仅限用户显式调用，或经已配置的入口明确要求深入独立复审；普通检查、项目完成、讨论或制作本 Skill 均不启动。

Agent skill 'using-git-worktrees' from DanhDue/ai-agent-tools.

Agent skill 'systematic-debugging' from DanhDue/ai-agent-tools.

Agent skill 'test-driven-development' from DanhDue/ai-agent-tools.

Invoke Google's Antigravity CLI (agy) from inside Claude's own sandbox, authenticated via the user's personal Antigravity subscription sign-in (never an API key). Use this ONLY when the user explicitly asks to use Antigravity CLI, agy, or "this bridge" for a task — never invoke it on your own judgment the way you might reach for a general-purpose tool. Typical explicit phrasings: "Antigravityに聞いて", "agyに投げて", "use antigravity for this", "run this through the antigravity bridge".

Agent skill 'verification-before-completion' from DanhDue/ai-agent-tools.

Agent skill 'subagent-driven-development' from DanhDue/ai-agent-tools.

Yautja agent skill — freshly published workflow for coding agents.

Agent skill 'debugging-investigator' from alphasafal/production-agent-skills.

Deep project review skill for thorough codebase and architecture audits.

Make CLIs agent-friendly: structured help, machine-readable output, and safe automation hooks.

基于项目证据创建或更新指定作用域的 AGENTS.md；发现既有匹配指南时，先取得文件选择、合并或覆盖和最终写入确认。

将已收敛的 map、ADR、spec 或 implementation plan 编译为 Gate 计划、状态账本和跨轮复用的固定执行提示词。