hard-sci-fi-visual-director

hard-sci-fi-visual-director is a skill for Codex from 62656456/ai-film-skills. It costs 323 tokens per session (6,798 once invoked), scanned A, original, Apache-2.0.

A visual-direction method for original hard-science-fiction worlds and scenes. It separates established facts, logical deductions, proposed choices, and approved decisions while connecting design to physical consequences.

In plain words
What is it for?
Use it to design science-fiction scenes, visual bibles, contact sheets, alien ecologies, mecha, spacecraft equipment, weapons, cockpits, and future interfaces.
Why use it?
It helps keep imagined technology, organisms, vehicles, equipment, and interfaces believable and traceable to the story or available evidence.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it to design science-fiction scenes, visual bibles, contact sheets, alien ecologies, mecha, spacecraft equipment, weapons, cockpits, and future interfaces.

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Install with agentmods
npx agentmods add skills/62656456/ai-film-skills/hard-sci-fi-visual-director
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 62656456/ai-film-skills --skill hard-sci-fi-visual-director
Clone the repo
git clone --depth 1 https://github.com/62656456/ai-film-skills

Made for: Codex.

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 hard-sci-fi-visual-director

README.md
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Your own site
<a href="https://agentmods.dev/skills/62656456/ai-film-skills/hard-sci-fi-visual-director"><img src="https://agentmods.dev/badge/skills/62656456/ai-film-skills/hard-sci-fi-visual-director/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 hard-sci-fi-visual-director

Your own site · 80×15
<a href="https://agentmods.dev/skills/62656456/ai-film-skills/hard-sci-fi-visual-director"><img src="https://agentmods.dev/badge/skills/62656456/ai-film-skills/hard-sci-fi-visual-director.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 323 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,798 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.
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 $0.00323 $0.06798
Opus 5 $0.00161 $0.03399
Sonnet 5 $0.00065 $0.01360
Haiku 4.5 $0.00032 $0.00680

Measured 4d ago against content hash 6459f5d8ae7d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

hard-sci-fi-visual-director 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 4d ago.

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.

experimental/hard-sci-fi-visual-director/SKILL.md · 233 lines

How it starts

The opening of the file, as written. The whole thing — 233 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Hard Sci-Fi Visual Director

Turn the current screenplay, story beat, approved project bible, or clearly labeled premise into a visual system and frame that preserve the story while making its science, world, behavior, camera, light, and production logic visible.

The method is fixed; the design is not. This Skill has no cross-project house palette, era, weather, location, character type, event type, camera distance, lens, interface style, or industrial silhouette. The combat-mecha route keeps silhouette-first authorship, credible mass, cinematic story relation, and source-requested humanoid readability without fixing a body, part library, weapon, scene menu, palette, or composition. Engineering explains the selected form; it does not replace visual authorship with a checklist.

Fixed method and variable design

Fixed across projects

  • one current authority source and explicit version;
  • separation of FACT, necessary DERIVATION, reversible PROPOSAL, and approved LOCKED decisions;
  • research for design-changing gaps before visual inference, with opened traceable sources rather than snippets or memory;
  • verified fact, constrained extrapolation, and explicit hypothesis kept distinct;
  • physical consequences for energy, heat, load, motion, medium, maintenance, biology, and failure where those systems matter;
  • source mechanism may transfer; source appearance, franchise identity, signature composition, and palette may not;
  • every important world claim ends in deliverable-visible evidence, and the requested medium's information capacity is checked before composition;
  • interfaces serve a real declared agent/system task or test model and never rescue missing dramatic or physical blocking;
  • weapon and defense design remains non-actionable;
  • image generation requires an explicit user request; generation and internal pass never equal user approval.

Derived for each script or project

  • future degree and imagination amplitude;
  • world rules, civilization, institutions, scarcity, daily life, and operating history;
  • environment, geography, architecture, medium, weather, hazards, and routes;
  • production route and practical/VFX split;
  • style thesis, palette, contrast, lighting hierarchy, camera, lens, and information order;
  • characters, bodies, machines, organisms, equipment families, interfaces, damage, and wear;
  • whether the scene is active, quiet, ambiguous, relational, establishing, aftermath, or reference-only.

Read the full file on GitHub · 233 lines

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. 4d ago Changed · +11 lines · +33 tokens per session 6459f5d8ae7d
  2. 12d ago First seen · 222 lines · 290 tokens per session scan A f4e382e5f41e

Subscribe to this mod's changes

hard-sci-fi-visual-director is a skill published in the GitHub repository 62656456/ai-film-skills (17 stars, last pushed yesterday), licensed Apache-2.0. It adds 323 tokens to every session and 6,798 once invoked, about $0.0016 per session on Opus 5. 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 2026-08-31.

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