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paper-narrative

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Judge and reshape the STORY a paper's figures tell. Input is the work itself — manuscript (or abstract) + figure deck — no hand-written brief. `paper_brief_prompt(abstract, captions)` hands you the prompt to write the brief yourself (pitch/vision/per-figure-claims); then you play a handling editor over the full deck and return hook_verdict (would Fig 1 make me send this for review?), arc (hook→mechanism→evidence→application), figure_moves (panels in the wrong figure), missing_panels (concrete analyses to RUN), kill_list, and boldest_defensible_fig1. Hands per-figure claims to `figure-composer`. Load when writing or revising a paper.

configs/microservice/bff-service/configs/agent-skills/claude-science/paper-narrative/SKILL.md

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Nov 6, 2026
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# paper-narrative

**Outermost tier.** Judge and reshape the *story* a paper's figures tell. Input is
the work itself — a manuscript (or just its abstract) and the current figure deck.
No hand-written brief required.

## Setup (any agent, no API key)
This is a **pure skill** — `kernel.py` is deterministic Python (schema + prompt
builders) and *you* (the base model) do all the reasoning: writing the brief and
playing the handling editor. There is no `host` runtime and no LLM API. Load the
helpers once per session in a Python cell:
```python
exec(open("paper-narrative/kernel.py").read())   # path to this skill's kernel.py
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