菜单
Codex adapter for research-before-planning work. Use when a task depends on current external facts, unfamiliar libraries, APIs, standards, security advisories, release notes, product behavior, or repo behavior that must be verified before planning or implementation.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
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。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/ZaxbyHub/opencode-swarm --skill research-first命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Run a graph-guided, tool-augmented PR review using context packing, parallel exploration, mandatory repository-agnostic risk-family coverage with dispatch scaled to diff size and risk, independent reviewer validation, critic challenge, and metrics writeback. Use for deep pull request review with low false-positive tolerance and high recall in any repository, on any agent harness (structured lane controller, native parallel subagents, or single-context sequential passes).
Apply when committing, pushing, opening or updating a PR, writing a pull request, creating release notes, or closing out remote CI. Enforces the opencode-swarm invariant audit, release-note fragment workflow, full validation suite, issue comment requirement, and post-PR lifecycle rules.
Enable a high-quality swarm-like Claude Code workflow for the current session, and optionally execute a task immediately using that mode. Uses parallel subagents for breadth, independent reviewer validation for precision, and critic challenge for final confidence. Use when the user wants swarm-like behavior, higher review rigor, or maximum quality without sacrificing Claude Code speed.
基于 SOC 职业分类
正在显示 SKILL.md
| name | research-first |
| audience | swarm-plugin |
| description | Codex adapter for research-before-planning work. Use when a task depends on current external facts, unfamiliar libraries, APIs, standards, security advisories, release notes, product behavior, or repo behavior that must be verified before planning or implementation. |
Read .claude/skills/research-first/SKILL.md for the source protocol.
Codex-specific execution notes:
rg, file reads, tests, and local source over memory.When research affects OpenAI product usage, use the openai-docs skill and official sources only.