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 calesthio/generative-media-skills --skill avatar-spokesperson-productiongit clone --depth 1 https://github.com/calesthio/generative-media-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/calesthio/generative-media-skills/avatar-spokesperson-production)<a href="https://agentmods.dev/skills/calesthio/generative-media-skills/avatar-spokesperson-production"><img src="https://agentmods.dev/badge/skills/calesthio/generative-media-skills/avatar-spokesperson-production/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/calesthio/generative-media-skills/avatar-spokesperson-production"><img src="https://agentmods.dev/badge/skills/calesthio/generative-media-skills/avatar-spokesperson-production.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00089 | $0.05671 |
| Opus 5 | $0.00044 | $0.02835 |
| Sonnet 5 | $0.00018 | $0.01134 |
| Haiku 4.5 | $0.00009 | $0.00567 |
Grade A, and why
avatar-spokesperson-production 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 12d 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 — 401 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Avatar Spokesperson Production
Use this skill to plan, direct, review, and package synthetic presenter videos where a humanlike avatar or digital spokesperson speaks to the viewer. It is provider-independent: adapt the workflow to the avatar, TTS, dubbing, lip-sync, compositing, or platform tools available in the current environment.
Do not treat avatar production as only a prompt-writing task. The core production risks are identity rights, audience transparency, claims accuracy, performance credibility, brand trust, localization, and QA.
This skill is not legal advice. When rights, advertising claims, union/talent terms, regulated industries, minors, political/civic content, health/financial claims, public figures, or deceased personalities are involved, escalate to the client, counsel, brand owner, performer/voice owner, or compliance reviewer before generation or publication.
Non-negotiable production boundaries
Separate documented facts, project requirements, and production heuristics:
- Documented fact: cite a source or project artifact.
- Project requirement: comes from the client brief, contract, brand guide, legal review, consent form, platform spec, or tool documentation.
- Production heuristic: a practical quality rule that improves outcomes but is not a legal or technical requirement.
Before generation, confirm:
- The avatar and voice are licensed or consented for this use, audience, territory, duration, channels, languages, and editing scope.
- The video will not imply a real person, employee, expert, customer, celebrity, government official, medical/legal/financial professional, or organization endorsed a claim unless that is true and approved.
- Required AI/synthetic-media disclosures and platform labels are planned.
- Objective claims have substantiation and high-risk claims have the right approval.
- The script, pronunciation list, performance direction, wardrobe/background, captions, and delivery variants are production-ready.
First pass: classify the avatar job
What ships with it
1 file 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.
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.
- 12d ago First seen · 401 lines · 89 tokens per session scan A 58dcfeb4b389
avatar-spokesperson-production is a skill published in the GitHub repository calesthio/generative-media-skills (170 stars, last pushed 2mo ago), licensed MIT. It adds 89 tokens to every session and 5,671 once invoked, about $0.0004 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 2026-08-30.
Other skills, from other repositories
cliptalk-caption-layout-director
Lays out subtitles for an existing ClipTalk timeline, including top/bottom placement, safe margins, readable wrapping, bilingual order, and review rendering.
video-translate
Translate and dub existing videos into multiple languages using HeyGen. Use when: (1) Translating a video into another language, (2) Dubbing video content with lip-sync, (3) Creating multi-language versions of existing videos, (4) Audio-only translation without lip-sync, (5) Working with HeyGen's /v2/videotranslate…
translation
A translation tool for converting current text, conversations, or explicitly provided files into a target language while preserving their meaning and key information.
Stable Diffusion
State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines.
cliptalk-cover-director
Produces evidence-backed cover candidates and reviewable cover variants for a ClipTalk video. Use when the user asks for a cover, poster frame, thumbnail, or multiple cover directions; do not use for timeline editing or social-video reframing.
cliptalk-smart-reframe
Creates a subject-aware, time-varying crop track and a review-only social-format preview from an accepted ClipTalk cut. Use for automatic vertical, square, or portrait reframing; do not use for a fixed manual crop or before content editing is accepted.