菜单
Instructions for triggering external Context7 connections
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Lightweight research-plan-implement workflow for small tweaks, isolated bugfixes, copy edits, and low-blast-radius polish in this repo. Use when the change can be understood from 1-3 files and stays inside one subsystem without changing shared data flow.
Implements tree-based attack branching and prompt refinement optimization.
Fetch external library or framework documentation only when local docs are insufficient.
Guidance for JudgeAgent scoring, guardrail synthesis, and anti-hallucination validation work.
Full research-plan-implement workflow for new features, architectural updates, multi-file changes, or any task with non-trivial blast radius in RedThread.
Audit a plan for missing architecture, evaluation, safety, or verification coverage before implementation.
| name | Context7 MCP Integration |
| description | Instructions for triggering external Context7 connections |
When a task explicitly requests cross-referencing external databases, third-party project boards, or documentation domains outside the local repository.
docs/PHASE_REGISTRY.md).