outline-agent skillA
outline-agent is agent-read markdown (skill) from ar9av/paperorchestra: Step 1 of the PaperOrchestra pipeline (arXiv:2604.05018). Convert (idea.md, experimental_log.md, template.tex, conference_guidelines.md) into a strict JSON outline containing a plotting plan, literature search plan (Intro + Related Work), and section-level writing plan with citation hints. TRIGGER when the orchestrator delegates Step 1 or when the user asks to "outline a paper from raw materials" or "generate the paper structure"..
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
# Outline Agent (Step 1) Faithful implementation of the Outline Agent from PaperOrchestra (Song et al., 2026, arXiv:2604.05018, App. F.1, pp. 40–44). **Cost: 1 LLM call.** ## Your task Read four input files from the workspace and produce a single JSON object at `workspace/outline.json` with three top-level keys: - `plotting_plan` — array of figure objects - `intro_related_work_plan` — object with `introduction_strategy` and `related_work_strategy` - `section_plan` — array of section objects, each with `section_title` and `subsections[]` ## How to do it 1. **Read the verbatim prompt at `references/prompt.md`.** This is the exact Outline Agent system prompt from the paper. Use it as your system message. 2. **Prepend the Anti-Leakage Prompt** from `../paper-orchestra/references/anti-leakage-prompt.md`. 3. **Read the four input files**: - `workspace/inputs/idea.md` - `workspace/inputs/experimental_log.md` - `workspace/inputs/template.tex` - `workspace/inputs/conference_guidelines.md` 4. **Synthesize across all four** — the global instruction in the prompt is "Do not analyze inputs in isolation. You must synthesize information across …
Read the whole file at its exact version.
How to install
mdr add ar9av/paperorchestra/outline-agent@git:20260602.770a879mdr add ar9av/paperorchestra/outline-agent@sha256:75937d82d0910098Pin 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_mvqnbr5jgaabfymh)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260602.770a879 latest | 2026-06-02 | 770a879 | 6,299 B | A | view · diff |
| git:20260409.c2de31b | 2026-04-09 | c2de31b | 5,350 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 (6299 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_mvqnbr5jgaabfymh GET https://markdownregistry.com/api/v1/resolve?ref=ar9av/paperorchestra/outline-agent GET https://markdownregistry.com/api/v1/blob/75937d82d09100982c00ca38c461c03a91074e4aedd08c31f081804bc9feae18
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.