Survey Agent — Development skill for Claude Code
Evidence-first automated web research harness (Codex CLI / Claude Code / OpenAI Responses).
How to install Survey Agent
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open zowiezhang/survey_agent and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Survey Agent does
Evidence-first automated web research harness (Codex CLI / Claude Code / OpenAI Responses).
Alternatives in Development
- OpenAI Codex CLI — (Rust implementation) 67.8k ★
- IPolloWork — Enterprise-grade, local-first Agent Workbench for people and agent teams 4.9k ★
- Agent Of Empires — Manage multiple Claude Code, OpenCode agents from either TUI or Web for easy access on mobile 3.1k ★
README
Research Harness(自动化调研 Agent)
[English README](./README.en.md)
以证据为中心的自动化网络调研 harness:规划问题 → 并行多角色检索 → 保存明确来源 → 仅基于收集到的证据综合出报告;来源不足或引用不一致时直接失败,不编造内容。支持三种执行器(harness):OpenAI Responses API、Codex CLI、Claude Code(含原生 subagent)。
- 多角色并行:生态发现、技术尽调、投融资、Benchmark 复核、来源审计等角色分片并发检索(默认上限
quick/standard/deep = 12/32/64个工作包)。 - 可验证输出:每项事实带
[S1]式可点击来源;同时生成 Markdown 与可离线检索的 HTML 报告。 - 机器校验:规划/证据/综合三阶段均用 JSON Schema 约束输出,不合格自动无网修复,仍不合格则拒绝出报告。
- 凭据安全:API key 仅从环境变量读取,不写入命令行、日志或报告。
环境要求
- Node.js ≥ 20
- 至少一种执行器:
codex:已安装 Codex CLI 并完成codex logincc/claude:已安装 Claude Code 并完成登录(claude auth status可查)openai:设置export OPENAI_API_KEY='...'
安装与构建
npm install
npm run build
启动示例
方式一:一键示例脚本(推荐首次体验)
./examples/async-agentic-rl.sh # 默认 codex,深度调研异步 Agentic RL
RH_HARNESS=cc RH_SUBWORK=hybrid ./examples/async-agentic-rl.sh # 改用 Claude Code
RH_OUTPUT=reports/my.md ./examples/async-agentic-rl.sh "你自己的调研题目"
脚本自动构建并运行,完成后打开 `reports/*.html` 查看交互式报告。可用 `RH_*` 环境变量覆盖 harness、并发、输出路径等,见脚本头部注释。
方式二:CLI 直接调用
# Codex 执行器
npm start -- research "你的调研要求" \
--harness codex --depth deep --max-agents 64 --concurrency 6 --heartbeat 5 \
--out reports/result.md
# Claude Code 执行器(hybrid 模式开放 CC 原生 subagent)
npm start -- research "你的调研要求" \
--harness cc --depth deep --subwork hybrid --concurrency 4 \
--out reports/result.md
# OpenAI Responses 执行器
export OPENAI_API_KEY='...'
npm start -- research 'Palantir 公司的产品、客户与竞争格局' \
--harness openai --depth deep --out reports/palantir.md
一次运行同时生成 `result.md` 和同名 `result.html`。运行中持续输出心跳与进度到 stderr,不会静默等待。
可选:用 `--seed path/to/参考.html` 传入本地参考页作为待核验基线(先解析成实体再分片送给 agent)。
方式三:HTTP API(本地服务)
export RESEARCH_HARNESS_API_TOKEN='长随机密钥'
npm start -- serve --host 127.0.0.1 --port 8787
# 浏览器打开 http://127.0.0.1:8787/ui 输入该 token 即可使用
curl http://127.0.0.1:8787/v1/research \
-H "Authorization: Bearer $RESEARCH_HARNESS_API_T
Related Skills
Synthesize Research
Synthesize user research from interviews, surveys, and feedback into structured insights and recommendations.
Claude Codex Nebius Proxy
A Claude Code + Codex CLI → Nebius bridge. Accepts Claude /v1/messages and Codex /v1/responses requests, conve
Claude Scholar
Semi-automated research assistant for academic research and software development. Supports Claude Code, OpenCo
Claude Session Viewer
Session Explorer: a local web app for browsing Claude Code and OpenAI Codex CLI session histories, built with
Agentchef
An unofficial, cross-platform setup kit for OpenAI Codex CLI and Anthropic Claude Code: specialist agents, cur
Lacp
Local-first policy, evidence, memory, and recovery controls for Claude, Codex, Hermes, and other CLI coding ag
Related Agents
Codex Research
Code review and research agent that delegates to OpenAI Codex CLI in\
Codex CLI Research Agent
Senior OpenAI researcher specializing in Codex CLI - researches latest context window and model availability
UX Research Synthesizer
Synthesizes user interviews, survey responses, support tickets, or other user research into themes, patterns,