comic-panel-prompt-builder

comic-panel-prompt-builder is a skill for Claude Code from wanshuiyin/ARIS-Movie-Director. It costs 0 tokens per session (7,696 once invoked), scanned A, original, MIT.

A deterministic compiler that converts one approved comic panel specification and its locked blueprint into the exact image-generation prompt used by the rendering workflow. It transcribes the approved instructions instead of inventing new scene details.

In plain words
What is it for?
Use it to build the prompt bundle and identity-reference list for a comic panel before the rendering stage submits it to the image-generation backend.
Why use it?
It keeps the generation request consistent with the approved panel, art rules, identity references, and text settings. This limits accidental additions such as unwanted camera or lighting instructions.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: positional $N argument; mentions Codex.

Good fit Use it to build the prompt bundle and identity-reference list for a comic panel before the rendering stage submits it to the image-generation backend.

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Install with agentmods
npx agentmods add skills/wanshuiyin/aris-movie-director/comic-panel-prompt-builder
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add wanshuiyin/ARIS-Movie-Director --skill comic-panel-prompt-builder
Clone the repo
git clone --depth 1 https://github.com/wanshuiyin/ARIS-Movie-Director

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for comic-panel-prompt-builder

README.md
[![agentmods](https://agentmods.dev/badge/skills/wanshuiyin/aris-movie-director/comic-panel-prompt-builder/github.svg)](https://agentmods.dev/skills/wanshuiyin/aris-movie-director/comic-panel-prompt-builder)
Your own site
<a href="https://agentmods.dev/skills/wanshuiyin/aris-movie-director/comic-panel-prompt-builder"><img src="https://agentmods.dev/badge/skills/wanshuiyin/aris-movie-director/comic-panel-prompt-builder/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for comic-panel-prompt-builder

Your own site · 80×15
<a href="https://agentmods.dev/skills/wanshuiyin/aris-movie-director/comic-panel-prompt-builder"><img src="https://agentmods.dev/badge/skills/wanshuiyin/aris-movie-director/comic-panel-prompt-builder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,696 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.07696
Opus 5 $0.00000 $0.03848
Sonnet 5 $0.00000 $0.01539
Haiku 4.5 $0.00000 $0.00770

Measured 13d ago against content hash 9587f1774e84, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

comic-panel-prompt-builder scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/_validate.py, scripts/build_prompt.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/comic-panel-prompt-builder/SKILL.md · 332 lines

How it starts

The opening of the file, as written. The whole thing — 332 lines — stays where its author put it; the contents beside it link to each section on GitHub.

comic-panel-prompt-builder — the Deterministic Bake Compiler (搬运工原則)

The last authoring step before a pixel ever gets baked. Given ONE upstream-approved panel_spec and its status: locked blueprint, this skill COMPILES — it does not brainstorm — the exact message comic-director (Phase 2/3) will hand to the agent mcp__codex__codex sidecar bake (Codex's native image tool), plus the locked identity-ref list. It is the comic twin of the framework's shot-prompt-builder: a pure Layer-3 transform with no Codex call in the happy path — it only emits a prompt_bundle; the spiral engine submits it. Everything the generation backend ever sees passes through here, so this is where the 搬运工原則 is enforced at emit time: the bake backend (Codex's native image-generation tool; the underlying image model is not pinned or attested by this repo) owns optics; ART_BIBLE.md owns style; no camera / lens / lighting / "8K hyperrealistic cinematic" padding leaks into the bake, and no bubble text gets baked unless the panel is explicitly text_mode: "baked". The author (storyboard/blueprint layers) decides what; this skill decides nothing — it transcribes a locked spec into a backend-legal string and FAILS (it never papers over) when the spec is malformed.

  panel_spec (status:locked) ─▶ ① RESOLVE  — load panel_spec + its blueprint + ART_BIBLE style_prefix
        + blueprint (status:locked)    enforce 4 prerequisites (node_type, blueprint status:locked, REAL refs, style_prefix resolves)
                              ▼
                        ② COMPOSE  — fixed-section condition_string (order is load-bearing, do NOT refactor)
                              ▼   style_prefix + [BAKED DIALOGUE only if text_mode==baked] + SCENE + FIXED ELEMENTS
                              ▼   + ALLOWED CHANGE vs prior panel + FORBIDDEN + SCREEN-TEXT WHITELIST(expected_literals)
                              ▼
                        ②·5 INJECT (retry only) — active failure_mode positive-invariants to the FRONT
                              ▼
                        ③ VALIDATE  — banned-vocab + length + no-baked-bubbles + real-refs on the COMPOSED string
                              ▼          (the hard gate — ANY hit = fail-closed, push the fix UPSTREAM)
                              ▼
                        ④ EMIT  — write the prompt_bundle node; route html_bubbles[] to the JSON viewer ONLY
                              ▼
                   pass? ─ no ─▶ exit 4 (banned/length) | exit 7 (failure_mode trigger still fires) | exit 3 (prereq)
                              │ yes
                              ▼
                        ⑤ stdout one-line JSON {prompt_bundle_id, panel_id, source_blueprint_id}

Read the full file on GitHub · 332 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 13d ago First seen · 332 lines · 0 tokens per session scan A 9587f1774e84

Subscribe to this mod's changes

comic-panel-prompt-builder is a skill published in the GitHub repository wanshuiyin/ARIS-Movie-Director (61 stars, last pushed 3d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 7,696 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.