section-writing-agent skillA
section-writing-agent is agent-read markdown (skill) from ar9av/paperorchestra: 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 "write the methodology and exper.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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@git:20260921.79e9bd8mdr add ar9av/paperorchestra/section-writing-agent@sha256:ebcb16231bd84f48Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_ro5codmbds4fwear)
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Versions
| 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 · 664 stars · license NOASSERTION · pushed 2026-09-21 · 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 agent 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.