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.
npx skills add 62656456/ai-film-skills --skill hard-sci-fi-visual-directorgit clone --depth 1 https://github.com/62656456/ai-film-skillsWrote 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.
[](https://agentmods.dev/skills/62656456/ai-film-skills/hard-sci-fi-visual-director)<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.
<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>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00127 | $0.01699 |
| Opus 5.5 | $0.00051 | $0.00680 |
| Sonnet 5.5 | $0.00025 | $0.00340 |
| Haiku 4.5 | $0.00013 | $0.00170 |
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 29d 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.
How it starts
The opening of the file, as written. The whole thing — 56 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Hard Sci-Fi Visual Director
Preserve the current story and approved identity while making the selected science, world, behavior, camera and light visible. There is no cross-project palette, era, weather, protagonist, lens, body plan or industrial silhouette. Engineering explains the selected form; it does not replace visual authorship.
Choose the actual task before loading
| Task | Read and deliver |
|---|---|
| A bounded question, known parameter or one visible defect | Read the relevant topic below; answer that question with the needed evidence or one causal correction. Do not create a world bible, research report or full checklist. |
| A local prompt/image correction within an approved design | Read the current target, affected source passage and locks. Reuse valid evidence, change only the named variables and check their consequences. Load only the relevant topic; research a newly introduced mechanism or unsupported claim, not the whole world again. |
| A new bounded scene, asset or visual proposal | Read source-to-visual derivation, identify the open decisions, then load only the affected professional topics. Use the research engine for design-changing gaps; do not inflate one scene into every system or output card. |
| A complete world, visual bible, system/family or substantial redesign | Read full design workflow, source derivation and research engine, then the applicable topics below. Retain the complete method and evidence gates; do not substitute a shallow summary. |
| Generate from an already decided design, or inspect an existing image | Preserve the design; read aesthetic audit and the relevant image/continuity topic. Generation requires the user's request and actual available tools. A new design still follows its design route before generation. |
A diagnosis alone does not request rewriting or generation. Current “continue” inherits the active medium and stage. Same-context references already read and unchanged can be reused; task changes load the gap. Do not reopen accepted choices merely to populate a template.
What ships with it
20 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.
- agents/openai.yaml 523 B
- references/aesthetic-audit.md 22 KB
- references/cinematic-image-direction.md 6.1 KB
- references/combat-mecha-aesthetic.md 20 KB
- references/combat-mecha-form-direction.md 14 KB
- references/full-design-workflow.md 27 KB
- references/future-interface-systems.md 19 KB
- references/future-weapon-systems.md 18 KB
- references/inspiration-engine.md 10 KB
- references/live-action-cinematography.md 11 KB
- references/mecha-and-megafauna.md 19 KB
- references/organism-and-ecology.md 8.1 KB
- references/physics-and-engineering.md 8.2 KB
- references/production-design.md 11 KB
- references/prompt-examples.md 11 KB
- references/scene-routes.md 12 KB
- references/scene-world-design.md 8.4 KB
- references/script-to-visual-derivation.md 12 KB
- references/style-color-system.md 9.2 KB
- references/visual-continuity.md 10.0 KB
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.
- 29d ago Changed · -177 lines · -196 tokens per session 4d23f3476cba
- 1mo ago Changed · +11 lines · +33 tokens per session 6459f5d8ae7d
- 1mo ago First seen · 222 lines · 290 tokens per session scan A f4e382e5f41e
hard-sci-fi-visual-director is a skill published in the GitHub repository 62656456/ai-film-skills (92 stars, last pushed 9d ago), licensed Apache-2.0. It adds 127 tokens to every session and 1,699 once invoked, about $0.0005 per session on Opus 5.5. 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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