Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/csmar432/finai-researchnpx agentmods add commands/csmar432/finai-research/researchWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/csmar432/finai-research/research)<a href="https://agentmods.dev/commands/csmar432/finai-research/research"><img src="https://agentmods.dev/badge/commands/csmar432/finai-research/research/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/csmar432/finai-research/research"><img src="https://agentmods.dev/badge/commands/csmar432/finai-research/research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.00335 |
| Opus 5.5 | $0.00000 | $0.00134 |
| Sonnet 5.5 | $0.00000 | $0.00067 |
| Haiku 4.5 | $0.00000 | $0.00034 |
Grade A, and why
research scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
research — 启动完整研究流程
description: 启动经济金融领域的完整研究流水线(从文献综述到论文草稿)
arguments
<topic>: 研究主题(中文或英文均可)
描述
启动论文-研报工作流的完整端到端研究流程。
等价于:
python scripts/agent.py --goal "<topic>"
或直接用 AI Agent 自然语言交互:
"帮我研究 [你的研究方向],发表在经济研究"
示例
/research 关税政策对A股出口型企业创新的影响
/research carbon trading innovation Chinese A-shares
/research ESG and cost of capital
工作流程
- 文献综述 — arXiv / NBER / OpenAlex 搜索
- 研究想法生成 — 8-12 个候选想法,数据验证
- 实证设计 — DID / IV / RDD / PSM 识别策略
- 数据获取 —
{{MCP_COUNT}}个 MCP 服务器自动拉取 - 回归分析 — 38+ 种计量方法
- 论文写作 — LaTeX 输出(JF / JFE / RFS / 经济研究)
- 对抗性 review — 多轮迭代直到发表标准
环境要求
- Python 3.10+
- 大部分 MCP 服务器无需 API Key
- LaTeX(xelatex,用于中文期刊)
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 48 lines · 0 tokens per session scan A 76acf88d9fed
research is a command published in the GitHub repository csmar432/finai-research (109 stars, last pushed 3d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 335 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
research compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| researchcsmar432/finai-research | Command | 109 | 3d ago | MIT | A | 0 | Claude Code |
| valuation-methodsagentii-ai/agentii-investment-intelligence | Command | 210 | 11d ago | Apache-2.0 | A | 17 | Claude Code |
| synthesise-reviewsflonat/flonat-research | Command | 149 | 3d ago | MIT | A | 47 | Claude Code |
| scanprajapatimehul/claude-aws-cost-saver | Command | 24 | 4mo ago | MIT | A | 6 | Claude Code |
| archive-ledgerArieGoldkin/claude-forge | Command | 7 | 3mo ago | MIT | A | 0 | Claude Code |
| dcfyuping322/financial-services-plugins-new | Command | 18 | 8mo ago | Apache-2.0 | A | 11 | Claude Code |
| checklistgithub/spec-kit | Command | 148k | yesterday | MIT | A | 13 | Claude Code |