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Find animation opportunities · asymmetric-al | DecimalAI

design mediaby asymmetric-al

Find animation opportunities

asymmetric-al/find-animation-opportunities

Source asymmetric-al/core ↗License AGPL-3.0

Inspect a Core UI or code surface for a small number of justified motion opportunities and explicitly identify what should remain static.

SkillScore45Maintained

Automatic

Frontend / UI pack

Last verified 8/20/2026

What it changes

Passed 5 of 11 test cases with the skill, and 2 of 11 without it.

Without skill18%

With skill45%

Checks it passed that the model alone missed

Includes between two and five rejected candidates.
Cites the Frequency and input gate for the rejection.
Limits reported opportunities to no more than five items.

and 8 more in the full report

8 fixed2 passed either way10 still failing2 broke

Pass-rate lift: +27 pp
Tokens: +46%
Agent turns: 0%
Response time: -6%

Model gemini-3.6-flashMeasured 8/20/2026v110 of 22 cases passed with skill · 11 comparable

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/asymmetric-al-find-animation-opportunities/SKILL.md https://app.decimal.ai/s/asymmetric-al-find-animation-opportunities/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add asymmetric-al-find-animation-opportunities, 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/asymmetric-al-find-animation-opportunities/ and pins it in .decimal/skills.lock

decimalai skills add asymmetric-al-find-animation-opportunities

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

curl -fsSL --create-dirs -o .claude/skills/asymmetric-al-find-animation-opportunities/SKILL.md https://app.decimal.ai/s/asymmetric-al-find-animation-opportunities/SKILL.md

Raw file: /s/asymmetric-al-find-animation-opportunities/SKILL.md ↗ · machine-readable summary at /s/asymmetric-al-find-animation-opportunities.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

I opened a PR that modifies `src/components/Modal.tsx` and adds spring animations. Can you review this motion diff and leave inline review comments on whether the transition logic in the PR is clean and bug-free?

What was checked, without and with the skill
Checked	Without skill	With skill
Directs motion pull request diff reviews to review-animations rather than conducting an opportunity audit.	Missed	Passed

case-04 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md111 lines2 files

Find animation opportunities

Find high-value motion by exercising restraint. A result with no surviving opportunities is valid; daily-use product UI usually benefits from less motion.

Triggers

Use when asked what should animate, where motion would improve an otherwise static interface, or which proposed motion ideas are worth pursuing.
Do not use to fix current animations, review a motion diff, or implement the recommendations; route those follow-ups to the existing motion skills.

Authority and boundaries

Read docs/ai/rules/frontend.md, then docs/ai/skills/emil-design-engineering/SKILL.md and docs/ai/skills/anim/SKILL.md before judging a surface.
Core's tokens, Base UI primitives, shared utilities, route-transition boundary, touch gates, and reduced-motion baseline override generic examples.
Use improve-animations to audit or plan fixes for existing motion and review-animations only for an explicitly requested motion-diff review. Use motion later if an approved implementation needs motion/react details.
This skill reports evidence and recipes only. Do not edit source, write plan files, install tooling, or change dependencies while it is active.

Candidate gate

Every recommendation must pass all five checks:

Frequency and input: Reject decorative motion on keyboard-initiated, high-frequency, or information-dense interactions. Frequent feedback may use an existing near-imperceptible Core utility; it is not a new opportunity.
Purpose: Name one purpose: feedback, spatial continuity, state clarity, preventing a jarring change, explanation, or rare delight. “Looks cool” fails.
User value: Motion must make cause/effect, hierarchy, progress, or state easier to understand. It must not delay access to content or action.
Existing ownership: Reject motion already supplied by Button, Base UI overlays, shared hover/press utilities, or RouteMainViewTransitionBoundary. Never stack a second entrance or hover grammar on top.
Core feasibility: The recipe must use existing motion tokens/presets,

Track record

Benchmark

5 / 11

test cases passed, vs 2 / 11 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

asymmetric-al / core

.agents/skills/find-animation-opportunities/SKILL.md

View on GitHub ↗

License AGPL-3.0Imported 8/3/2026Version v1Bundled 1 file

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

emilkowalski/find-animation-opportunitiesSearch a codebase or UI for places that don't animate but should, and reject everything that shouldn't. Read-only; it proposes motion with exact values, it does not implement it. Use when the user asks "what could be animated here?" or wants to "make this feel more alive". For fixing existing animations, use improve-animations or review-animations instead.Close match+41 pp pass-rate lift

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

Find animation opportunities

Triggers

Authority and boundaries

Candidate gate

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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