paper-narrative SKILL.md skillA
paper-narrative from emaballarin/ccplugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add emaballarin/ccplugins/paper-narrative@git:20261003.faedaf3Pins git:20261003.faedaf3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- emaballarin/ccplugins
- Path
plugins/ccscience/skills/paper-narrative/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261003.faedaf3, committed Oct 3, 2026
- First version recorded
- Jul 6, 2026
- Size
- 4,018 bytes
- Repository stars
- 4
- License
- MIT
Judge and reshape the STORY a paper's figures tell. Input is the work itself — manuscript (or abstract) + figure deck — no hand-written brief. `derive_paper_brief_task(abstract, captions)` builds the prompt whose JSON is pitch/vision/per-figure-claims; a handling-editor reviewer on the full deck returns 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)…
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
# 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.
## When to load
Paper writing or revision. You have a draft and a set of figures and you want to
know: is Figure 1 a hook? Is content in the right figure? What's missing? What
should die? Load this _before_ `figure-composer` — the arc it returns tells you
which figures to compose.
## Loading the kernel
The helpers live in `kernel.py` next to this file. It is **not** auto-injected —
import it by absolute path in a Bash `python` heredoc (zero import-time side
effects, no deps):
```bash
python3 - <<'PY'
import importlib.util
K = "${CLAUDE_SKILL_DIR}/kernel.py"
spec = importlib.util.spec_from_file_location("pn_kernel", K)
k = importlib.util.module_from_spec(spec)
spec.loader.exec_module(k)
print([n for n in dir(k) if not n.startswith("_")])
PY
```
The kernel is pure prompt/schema builders plus one validator
(`paper_brief_schema`, `narrative_review_schema`, `derive_paper_brief_task`,
`narrative_review_task`, `finalize_paper_brief`);
…Read the whole file at its exact version.
How to install
mdr add emaballarin/ccplugins/paper-narrative@sha256:ece2df2791b3d53dThe line at the top of this page pins the label git:20261003.faedaf3, 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_ach6mkwjbrutf7qu)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jul 6, 2026 and Oct 3, 2026, about one every 30 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261003.faedaf3 latest | 2026-10-03 | faedaf3 | 4,018 B | A | view · diff |
| git:20260902.57562ed | 2026-09-02 | 57562ed | 4,082 B | A | view · diff |
| git:20260707.ea17946 | 2026-07-07 | ea17946 | 3,822 B | A | view · diff |
| git:20260706.7859491 | 2026-07-06 | 7859491 | 3,815 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 (4018 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
emaballarin/ccplugins · 4 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ach6mkwjbrutf7qu GET https://markdownregistry.com/api/v1/resolve?ref=emaballarin/ccplugins/paper-narrative GET https://markdownregistry.com/api/v1/blob/ece2df2791b3d53d242c165e3325199dc0b938b19c1d11d28d6d424924878142
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.
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