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SKILL.md

paper-narrative

Agent skill fromaipoch/open-science

Judge and reshape the story told by an entire paper figure deck. Use when writing or revising a paper to derive a grounded brief from the manuscript and captions, review the full deck as a handling editor, and hand an ordered figure arc to `figure-composer`.

How to install paper-narrative

install paper-narrative
# install the open-science pack with the skills CLI
npx skills add aipoch/open-science

# or add only this skill to Claude Code: copy the folder

resources/skills/paper-narrative/

# into

~/.claude/skills/paper-narrative/ (all projects)

.claude/skills/paper-narrative/ (one project)

resources/skills/paper-narrative/SKILL.md

Apache-2.0Full file
1# Paper Narrative — manuscript → brief → figure arc → editorial loop
2
3`paper-narrative` is the outermost figure workflow. It judges the paper-level
4story before `figure-composer` designs any one figure. The inputs are the work
5itself: a manuscript (or abstract), figure captions, and the current full deck.
6
7## Open-Science Notebook call
8
9Every `notebook_execute` request whose `code` uses a function named in this skill
10includes this skill ID:
11
12```json
13{ "kernelSkillIds": ["paper-narrative"], "code": "print(paper_brief_schema())" }
14```
15
16`kernelSkillIds` contains the skill ID; function calls belong in `code`. This
17request is complete as written: call the named functions directly and do not add
18an import or discovery step.
19
20## Required inputs and trust labels
21
22Keep these inputs distinct throughout the workflow:
23
24- `manuscriptVersionId`: immutable manuscript Artifact Version (an abstract-only
25 manuscript is allowed) and the reviewed manuscript text read from it.
26- `abstractText`: reviewed abstract text when available; use it for bounded brief
27 reasoning while retaining the full manuscript Version as source provenance.
28- `captionsVersionId`: immutable captions Artifact Version and the reviewed
29 per-figure caption or claim text read from it.
30- `deckVersionId`: immutable deck Artifact Version containing every current
31 figure in review order.
32- `rulesVersionId`: immutable design-rules Artifact Version, used only as a
33 reference so the editor judges story rather than visual craft.
34…

Excerpt shown under the repository's Apache-2.0 license.

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