section-writing-agent SKILL.md skillA
section-writing-agent 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/section-writing-agent@git:20260921.79e9bd8Pins git:20260921.79e9bd8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ar9av/paperorchestra
- Path
skills/section-writing-agent/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260921.79e9bd8, committed Sep 21, 2026
- First version recorded
- Apr 9, 2026
- Size
- 13,229 bytes
- Repository stars
- 697
- License
- a license file GitHub does not identify
Step 4 of the PaperOrchestra pipeline (arXiv:2604.05018). ONE single multimodal LLM call that drafts the remaining paper sections (Abstract, Methodology, Experiments, Conclusion), extracts numeric values from experimental_log.md into LaTeX booktabs tables, splices the generated figures from Step 2, and merges everything into the template that already contains Intro + Related Work from Step 3. TRIGGER when the orchestrator delegates Step 4 or when the user asks to…
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
# Section Writing Agent (Step 4)
Faithful implementation of the Section Writing Agent from PaperOrchestra
(Song et al., 2026, arXiv:2604.05018, §4 Step 4, App. F.1 pp. 47–49).
**Cost: ONE LLM call** (App. B: "Section Writing Agent (1 call): A single,
comprehensive multimodal call to draft and compile the complete LaTeX
manuscript"). Do NOT split this into per-section calls — the paper
explicitly designs it as one comprehensive call so the model can maintain
global coherence across sections.
## Inputs
- `workspace/outline.json` — the master plan
- `workspace/inputs/idea.md` — technical details
- `workspace/inputs/experimental_log.md` — raw data for tables and qualitative analysis
- `workspace/drafts/intro_relwork.tex` — the template **with Intro + Related
Work already filled in by Step 3**. This is your starting point. The
preamble, package list, style, and the two pre-filled sections must be
preserved verbatim.
- `workspace/citation_pool.json` — the citation map (`{key, title, abstract}`
for each verified paper)
- `workspace/refs.bib` — the BibTeX file
- `workspace/inputs/conference_guidelines.md` — formatting rules
…Read the whole file at its exact version.
How to install
mdr add ar9av/paperorchestra/section-writing-agent@sha256:ebcb16231bd84f48The line at the top of this page pins the label git:20260921.79e9bd8, 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_ro5codmbds4fwear)
2 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 Sep 21, 2026, about one every 41 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260921.79e9bd8 latest | 2026-09-21 | 79e9bd8 | 13,229 B | A | view · diff |
| git:20260921.4e6be7c | 2026-09-21 | 4e6be7c | 11,160 B | A | view · diff |
| git:20260921.e2940d6 | 2026-09-21 | e2940d6 | 12,904 B | A | view · diff |
| git:20260410.61ea62f | 2026-04-10 | 61ea62f | 10,835 B | A | view · diff |
| git:20260409.c2de31b | 2026-04-09 | c2de31b | 9,158 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 (13229 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_ro5codmbds4fwear GET https://markdownregistry.com/api/v1/resolve?ref=ar9av/paperorchestra/section-writing-agent GET https://markdownregistry.com/api/v1/blob/ebcb16231bd84f48f2390d5805fb9f145b43455c710c6a6e677222262db81345
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.