output-eval

output-eval is a skill for Claude Code, Codex from JianhuiWei7/VideoWeaver. It costs 166 tokens per session (1,551 once invoked), scanned A, original, no licence file.

A final-video evaluation tool that scores a generated video against criteria listed in a rubric file. The criteria cover areas such as requirement match, reference fidelity, visual and audio consistency, physical errors, story continuity, and audio-video synchronisation.

In plain words
What is it for?
Scoring a generated final.mp4 in a case or output directory, including video-quality reviews based on outputrubric criteria.
Why use it?
It focuses on the finished video rather than how the task was performed, making final-quality checks more targeted.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Scoring a generated final.mp4 in a case or output directory, including video-quality reviews based on outputrubric criteria.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jianhuiwei7/videoweaver/output-eval
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 JianhuiWei7/VideoWeaver --skill output-eval
Clone the repo
git clone --depth 1 https://github.com/JianhuiWei7/VideoWeaver

Made for: Claude Code, 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 output-eval

README.md
[![agentmods](https://agentmods.dev/badge/skills/jianhuiwei7/videoweaver/output-eval/github.svg)](https://agentmods.dev/skills/jianhuiwei7/videoweaver/output-eval)
Your own site
<a href="https://agentmods.dev/skills/jianhuiwei7/videoweaver/output-eval"><img src="https://agentmods.dev/badge/skills/jianhuiwei7/videoweaver/output-eval/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 output-eval

Your own site · 80×15
<a href="https://agentmods.dev/skills/jianhuiwei7/videoweaver/output-eval"><img src="https://agentmods.dev/badge/skills/jianhuiwei7/videoweaver/output-eval.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 166 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,551 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 unknown 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 $0.00166 $0.01551
Opus 5 $0.00083 $0.00776
Sonnet 5 $0.00033 $0.00310
Haiku 4.5 $0.00017 $0.00155

Measured 9d ago against content hash 38a193090dcb, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

output-eval 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 9d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/build_grid.py, scripts/locate_final.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/output-eval/SKILL.md · 96 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

4 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. 9d ago First seen · 96 lines · 166 tokens per session scan A 38a193090dcb

Subscribe to this mod's changes

output-eval is a skill published in the GitHub repository JianhuiWei7/VideoWeaver (35 stars, last pushed 3mo ago), with no licence file. It adds 166 tokens to every session and 1,551 once invoked, about $0.0008 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.

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