Individual skill

paidf-cosmos-predict

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Prepare and run PAIDF Cosmos Predict video generation for DEFT media samples.

skills/paidf-cosmos-predict/SKILL.md

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Last checked: Nov 9, 2026

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Repository stars (not skill ratings): 3,911
Repository last updated: Nov 6, 2026
License: Apache-2.0

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agent-skills Repository topic
agentic-ai Repository topic
ai-agents Repository topic
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codex Repository topic
coding-agents Repository topic
cuda Repository topic
developer-tools Repository topic
llm Repository topic
omniverse Repository topic
paidf Declared skill tag
cosmos-predict Declared skill tag
video Declared skill tag
vlm-captioning Declared skill tag
deft Declared skill tag
data-generation Declared skill tag
data Derived category

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BENCHMARK.mddoc · 7,121 bytes
SKILL.mdcore · 18,329 bytes
SKILL.mdcore · 18,329 bytes
SKILL.mdcore · 18,329 bytes
SKILL.mdcore · 18,329 bytes
SKILL.mdcore · 18,329 bytes
SKILL.mdcore · 18,329 bytes
SKILL.mdcore · 18,329 bytes
SKILL.mdcore · 18,329 bytes
assets/default_generation_settings.jsonasset · 728 bytes
assets/paidf_config_template.yamlasset · 1,770 bytes
config/skillspector-baseline.yamlasset · 1,492 bytes
evals/evals.jsonasset · 807 bytes
scripts/paidf_common.pyruns · 12,403 bytes
scripts/prepare_paidf_config.pyruns · 5,209 bytes
scripts/test_paidf_cosmos_predict.pyruns · 17,370 bytes
scripts/verify_vlm_captioning_base_url.pyruns · 962 bytes
scripts/write_paidf_handoff.pyruns · 2,985 bytes
skill-card.mddoc · 3,929 bytes
skill.oms.sigasset · 6,581 bytes

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# PAIDF Cosmos Predict Generation

Prepare and run PAIDF Cosmos Predict generation for media samples. The skill emits a JSONL handoff that maps each input id to the original media path and generated video path.

## Purpose

Use this skill when a DEFT workflow already has media samples and needs synthetic/generated videos from PAIDF Cosmos Predict. This skill does not start the VLM captioning service. A reachable OpenAI-compatible base URL for the model used to caption input media must be provided at runtime.

## Prerequisites

- Docker with NVIDIA GPU support and `nvidia-container-toolkit`.
- Access to the PAIDF augmentation image declared by `images.metropolis_sdg.paidf_augmentation` in `versions.yaml`.
- A running VLM captioning service with an OpenAI-compatible API base URL. The base URL must be provided by the user or upstream workflow at runtime; reuse that exact base URL for every `--vlm-captioning-endpoint` argument. Do not include `/models` in `VLM_CAPTIONING_ENDPOINT`.
- `HF_TOKEN` in the run environment when Cosmos model downloads require HuggingFace access — exported, or in a user-approved env file (bare `KEY=value` lines) that the run block sources.