figure-composer SKILL.md skillA
figure-composer 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/figure-composer@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/figure-composer/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261003.faedaf3, committed Oct 3, 2026
- First version recorded
- Jul 6, 2026
- Size
- 8,770 bytes
- Repository stars
- 4
- License
- MIT
Compose one publication-grade multi-panel figure. Entry from a one-line claim + data refs, OR from an existing figure via `derive_outline_task(png)`. Runs a per-figure loop: outline (12-col grid, per-panel ask + label_budget) → fan-out one subagent per panel (each loads `figure-style`) → tile + stamp letters → adversarial composite review with two-tier feedback (Tier-1 outline_revisions / Tier-2 per-panel violations) → regen affected panels, ≤3 rounds. Kernel exposes panel_task /…
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
# Figure Composer — narrative → panels → compose → adversarial loop
**Step 0.** Load `figure-style` alongside this skill — that is the design rules
(and `apply_figure_style()` + helpers). Each panel's subagent loads it
independently; you need it in context to write the outline and review the
composite.
## Loading the kernel
The deterministic helpers live in `kernel.py` next to this file. It is **not**
auto-injected — import it in a Bash `python` heredoc (zero
import-time side effects; the only heavy import, PIL, is lazy inside
`compose_figure`):
```bash
python3 - <<'PY'
import importlib.util
K = "${CLAUDE_SKILL_DIR}/kernel.py"
spec = importlib.util.spec_from_file_location("fc_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
```
Every kernel call below assumes `k` is loaded this way. Each `python` invocation
is a fresh process, so re-import in each heredoc. `compose_figure` (and the
panel renders) need `pip install pillow` (+ matplotlib for the panels).
## Inputs
- **claim** — one sentence the figure makes true to a reader who reads nothing else.
…Read the whole file at its exact version.
How to install
mdr add emaballarin/ccplugins/figure-composer@sha256:e98025d5feeb7df4The 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_pmq4k7wmg2ls4qkb)
4 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 | 8,770 B | A | view · diff |
| git:20260902.57562ed | 2026-09-02 | 57562ed | 8,759 B | A | view · diff |
| git:20260707.ea17946 | 2026-07-07 | ea17946 | 8,602 B | A | view · diff |
| git:20260706.7859491 | 2026-07-06 | 7859491 | 8,602 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 (8770 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_pmq4k7wmg2ls4qkb GET https://markdownregistry.com/api/v1/resolve?ref=emaballarin/ccplugins/figure-composer GET https://markdownregistry.com/api/v1/blob/e98025d5feeb7df46d6558f0bc9b2a4d1f33eda067b653484542b388bff0c644
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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