fin-full-pipeline SKILL.md skillA
fin-full-pipeline from csmar432/finai-research is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add csmar432/finai-research/fin-full-pipeline@git:20260808.91b52c9Pins git:20260808.91b52c9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- csmar432/finai-research
- Path
.agents/skills/fin-full-pipeline/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260808.91b52c9, committed Aug 8, 2026
- First version recorded
- Jul 12, 2026
- Size
- 31,196 bytes
- Repository stars
- 108
- License
- MIT
经济金融研究端到端完整流程。从研究想法到可投稿论文，覆盖文献综述、想法生成、新颖性验证、实证方法设计、论文大纲、正文写作、图表生成、LaTeX编译和投稿前检查。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# fin-full-pipeline：经济金融研究端到端完整流程
端到端的经济金融学术研究流程，从用户描述研究方向开始，到生成可投稿论文 PDF 结束。
> **Agent-host / 隔离槽位（重要）**
> 若任务要求「不要询问、不要 Mock、缺失配置则跳过并写报告」：
> **先运行** `python scripts/agent_host_entry.py`（或读取其写出的 `output/SKIPPED_CONFIG.md` / `output/FINAL.md`）。
> 若该入口因无 LLM 等原因以非 0 退出，**停止本 Skill**，不要自建平行复现流水线或编造结果。
> 交互式 HITL 路径仍用 `start_research.py` / `agent_pipeline.py --use-hitl`。
```
研究方向输入
↓
阶段1: FIN_BRIEF.md 生成 [FIN_BRIEF.md]
↓ checkpoint
阶段2: 文献综述 [LIT_REVIEW.md]
↓ checkpoint
阶段3: 想法生成 + 数据验证 [IDEA_REPORT.md]
↓【想法-数据交叉验证】← P1 强制检查点，不跳过
↓ checkpoint
阶段4: 新颖性验证 [NOVELTY_REPORT.md]
↓ checkpoint
阶段5: 实证方法设计 [REFINED_DESIGN.md]
↓ checkpoint
阶段6: 数据获取 [DATA_MANIFEST.md + data/*.csv]
↓ checkpoint
阶段7: 论文大纲 [PAPER_OUTLINE.md + FIGURE_PLAN.md]
↓ checkpoint
阶段8: 正文写作 [draft_v1/main.tex]
↓ checkpoint
阶段9: 图表生成 [draft_v1/figures/*.pdf]
↓ checkpoint
阶段10: 对抗性Review [REVIEW_REPORT.md]
↓ checkpoint
阶段11: LaTeX编译 [draft_v1/main.pdf]
↓ checkpoint
…Read the whole file at its exact version.
How to install
mdr add csmar432/finai-research/fin-full-pipeline@sha256:5696fbdec7eab208The line at the top of this page pins the label git:20260808.91b52c9, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_w7pjfn2lpmh4nufx)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 12, 2026 and Aug 8, 2026, about one every 13 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260808.91b52c9 latest | 2026-08-08 | 91b52c9 | 31,196 B | A | view · diff |
| git:20260805.16a3b0e | 2026-08-05 | 16a3b0e | 30,712 B | A | view · diff |
| git:20260712.ce45dd4 | 2026-07-12 | ce45dd4 | 30,588 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (31196 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
csmar432/finai-research · 108 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_w7pjfn2lpmh4nufx GET https://markdownregistry.com/api/v1/resolve?ref=csmar432/finai-research/fin-full-pipeline GET https://markdownregistry.com/api/v1/blob/5696fbdec7eab208441a7ed31449594fe7771cb8502ad35fddcc944e6a75df59
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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