paper-production SKILL.md skillA
paper-production from yichen-zju/claude-for-research is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yichen-zju/claude-for-research/paper-production@git:20261014.9f2a5e0Pins git:20261014.9f2a5e0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yichen-zju/claude-for-research
- Path
claude/skills/paper-production/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261014.9f2a5e0, committed Oct 14, 2026
- Size
- 7,169 bytes
- Repository stars
- 10
- License
- none declared
End-to-end paper production pipeline fusing the best writing skills — idea gate (idea-evaluator), skeleton (tech/benchmark-paper-template), Introduction logic chain (intro-drafter), evidence arc (paper-narrative), figure design (figure-style/figure-composer/academic-plotting), drafting with citations (paper-writing + ml-paper-writing venue templates), dual review (reviewer agent + pre-submission-reviewer). Use when the user wants to write a paper from research results, structure a manuscript…
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
# Paper Production（论文生产总装线） 融合各来源最强写作 skills 的端到端论文管线。每个阶段一个最强工具，阶段间有质量门——不过门不进入下一阶段。 产物落盘遵循全局约定：`papers/<slug>.md`（或 LaTeX 项目目录）、计划入 `outputs/.plans/`、关键阶段留 provenance。 ## 管线 ### Stage 0 — 选题闸门（适用性对齐后建议） 调 `idea-evaluator`：五维（Higher/Faster/Stronger/Cheaper/Broader）+ 想法生命周期 + 能力匹配 + 致命缺陷审计，输出 reviewer 式判决。**适用性对齐**：idea-evaluator 不适用于"已实现、正在写论文"的任务（其 When-NOT 条款）——已有结果从 Stage 1 开始，本阶段自动跳过，不做二次拒绝闸门；仅有初步构想、未动工时本 stage 强烈建议。 **质量门**：判决为"不值得做"或存在致命缺陷 → 停下来把判决交给用户，不硬写。判决按 idea-evaluator 的 verdict scope 解读——Reject 只覆盖当前表述（formulation），不等于整个课题/方向不可写；探索阶段的未确认信号不进入论文主张，论文只陈述 confirmation 阶段锁定的证据范围。 ### Stage 1 — 逻辑骨架 - 技术/新方法论文 → `tech-paper-template`（思考模板表：背景→局限→关键思想→挑战→方法模块→贡献，Technique vs New Problem/Setting 定位，四点自洽检查） - Benchmark/评测论文 → `benchmark-paper-template`（五支柱：Research Gap / Construction Pipeline / Evaluation Framework / Empirical Findings / Companion Method） **质量门**：四点自洽检查通过（挑战↔方法模块↔贡献一一对应）。 ### Stage 1.5 — 叙事主线（逻辑骨架之后、Introduction 之前） 调 `paper-narrative`：按贡献的真实形态从六种科学叙事范式中选择（或确认）全文主线，把轻量叙事计划写入 `outputs/.plans/<slug>.md`（核心问题/缺口/发现/贡献意义/主线选择/主张—证据对应/章节推进与结尾落点）。范式细节见 paper-narrative 的 `references/story-patterns.md`。 …
Read the whole file at its exact version.
How to install
mdr add yichen-zju/claude-for-research/paper-production@sha256:dce40968db08f4f8The line at the top of this page pins the label git:20261014.9f2a5e0, 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_nq6ipiak6ngmghau)
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Versions
The registry has recorded 1 version of this file, committed on Oct 14, 2026.
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 (7169 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
yichen-zju/claude-for-research · 10 stars · license none declared · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nq6ipiak6ngmghau GET https://markdownregistry.com/api/v1/resolve?ref=yichen-zju/claude-for-research/paper-production GET https://markdownregistry.com/api/v1/blob/dce40968db08f4f87028c454a292bdb4cf78ad4e761975d2830beadc3a8ddd17
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.