paper-orchestra SKILL.md skillA
paper-orchestra from ar9av/paperorchestra is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ar9av/paperorchestra/paper-orchestra@git:20260602.770a879Pins git:20260602.770a879 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ar9av/paperorchestra
- Path
skills/paper-orchestra/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260602.770a879, committed Jun 2, 2026
- First version recorded
- Apr 9, 2026
- Size
- 14,101 bytes
- Repository stars
- 697
- License
- a license file GitHub does not identify
Orchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log, LaTeX template, conference guidelines, optional figures) into a submission-ready LaTeX manuscript and compiled PDF. TRIGGER when the user asks to "write a paper from my experiments", "turn this idea and these results into a paper", "generate a conference submission", "run paper-orchestra on X", or otherwise wants the end-to-end…
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-orchestra (Orchestrator) Top-level driver for the PaperOrchestra pipeline. Read this document and follow the steps below. The detailed prompts and rules live in each sub-skill's `SKILL.md` and `references/` directories — you (the host agent) will load them as you go. > Source paper: Song et al., *PaperOrchestra: A Multi-Agent Framework for > Automated AI Research Paper Writing*, arXiv:2604.05018, 2026. > <https://arxiv.org/pdf/2604.05018> ## What this skill produces A complete submission package `P = (paper.tex, paper.pdf)` written into `workspace/final/`, plus a full audit trail under `workspace/` (outline, figures, refs, drafts, refinement worklog, provenance snapshot). ## Inputs (the (I, E, T, G, F) tuple from the paper) The workspace MUST contain: | File | Symbol | Required | Description | |---|---|---|---| | `workspace/inputs/idea.md` | `I` | yes | Idea Summary (Sparse or Dense variant — see `references/io-contract.md`) | | `workspace/inputs/experimental_log.md` | `E` | yes | Experimental Log: setup, raw numeric data, qualitative observations | …
Read the whole file at its exact version.
How to install
mdr add ar9av/paperorchestra/paper-orchestra@sha256:c376287e10f240e9The line at the top of this page pins the label git:20260602.770a879, 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_2ixhbplcyy45snz6)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Apr 9, 2026 and Jun 2, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260602.770a879 latest | 2026-06-02 | 770a879 | 14,101 B | A | view · diff |
| git:20260515.e8b0dfd | 2026-05-15 | e8b0dfd | 12,015 B | A | view · diff |
| git:20260411.ee1cb88 | 2026-04-11 | ee1cb88 | 11,070 B | A | view · diff |
| git:20260410.61ea62f | 2026-04-10 | 61ea62f | 10,314 B | A | view · diff |
| git:20260409.c2de31b | 2026-04-09 | c2de31b | 9,854 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 (14101 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
ar9av/paperorchestra · 697 stars · license a license file GitHub does not identify · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_2ixhbplcyy45snz6 GET https://markdownregistry.com/api/v1/resolve?ref=ar9av/paperorchestra/paper-orchestra GET https://markdownregistry.com/api/v1/blob/c376287e10f240e965d62eb19a80376f204282109bf79f636548633e8b775eb0
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.