Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Character Animation QA · video-production-buddy | DecimalAI

design mediaby video-production-buddy

Character Animation QA

video-production-buddy/character-animation-qa

Source video-production-buddy/video-production-buddy ↗License AGPL-3.0

Review local character animation with schema checks, Playwright browser previews, frame sampling, and FFmpeg/ffprobe final output checks.

SkillScore88Maintained

Automatic

QA & Test Engineering pack

Last verified 8/17/2026

What it changes

Passed 22 of 25 test cases with the skill, and 13 of 25 without it.

Without skill52%

With skill88%

Checks it passed that the model alone missed

Configures viewport width to 1280 pixels.
Configures viewport height to 720 pixels.
Verifies that referenced background files exist.

and 14 more in the full report

9 fixed13 passed either way3 still failing0 broke

Pass-rate lift: +36 pp
Tokens: -21%
Agent turns: 0%
Response time: -43%

Model gemini-3.6-flashMeasured 8/17/2026v122 of 25 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/video-production-buddy-character-animation-qa/SKILL.md https://app.decimal.ai/s/video-production-buddy-character-animation-qa/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add video-production-buddy-character-animation-qa, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/video-production-buddy-character-animation-qa/ and pins it in .decimal/skills.lock

decimalai skills add video-production-buddy-character-animation-qa

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/video-production-buddy-character-animation-qa/SKILL.md https://app.decimal.ai/s/video-production-buddy-character-animation-qa/SKILL.md

Raw file: /s/video-production-buddy-character-animation-qa/SKILL.md ↗ · machine-readable summary at /s/video-production-buddy-character-animation-qa.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 9

Prompt

A character animation preview loaded clean without error logs, but keyframe frame 14 on the arm rotation timeline is offset by 2 frames, causing an easily fixable arm snap. How should this be classified in the QA report?

What was checked, without and with the skill
Checked	Without skill	With skill
Assigns a revise status for fixable timeline issues.	Missed	Passed

case-07 · gemini-3.6-flash · 8/17/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md37 linessingle file

Character Animation QA

Use this skill before presenting a character-animation preview or final render.

Review Layers

Schema validation: character design, rig plan, pose library, action timeline.
Static asset checks: referenced parts and backgrounds exist.
Browser preview: load the preview, capture screenshots, collect console errors.
Motion check: compare sampled frames for non-trivial differences.
Final MP4 check: ffprobe metadata, duration, resolution, audio, frame samples.
Agent visual review: inspect sampled frames for detached limbs, bad layers, off-frame characters, unreadable expressions, broken text.

Playwright Pattern

const browser = await chromium.launch();
const page = await browser.newPage({ viewport: { width: 1280, height: 720 } });
await page.goto(previewUrl, { waitUntil: "networkidle" });
await page.screenshot({ path: "preview.png" });

Pass/Revise/Fail

pass: technical checks pass, acting is readable.
revise: fixable rig/timeline issue.
fail: missing assets, blank render, runtime failure, or wrong runtime.

Sources

Playwright screenshots: https://playwright.dev/docs/screenshots
Playwright page navigation: https://playwright.dev/docs/api/class-page#page-goto
FFmpeg/ffprobe should be used for final media probing: https://ffmpeg.org/ffprobe.html

Track record

Benchmark

22 / 25

test cases passed, vs 13 / 25 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

video-production-buddy / video-production-buddy

.agents/local/skills/character-animation-qa/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Character Animation QA

Review Layers

Playwright Pattern

Pass/Revise/Fail

Sources

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills