Ready to supercharge your AI agents?

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

Get Started Free →

Recharts — Skill · asymmetric-al | DecimalAI

frontendby asymmetric-al

Recharts — Skill

asymmetric-al/rechart

Source asymmetric-al/core ↗License AGPL-3.0

Build responsive, readable charts with Recharts using correct data mapping and composition.

SkillScore91Maintained

Automatic

Frontend / UI pack

Last verified 8/20/2026

What it changes

Passed 20 of 22 test cases with the skill, and 19 of 22 without it.

Without skill86%

With skill91%

Checks it passed that the model alone missed

Uses BarChart component for discrete category scores

1 fixed19 passed either way2 still failing0 broke

Pass-rate lift: +5 pp
Tokens: +10%
Agent turns: 0%
Response time: -26%

Model gemini-3.6-flashMeasured 8/20/2026v120 of 22 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/asymmetric-al-rechart/SKILL.md https://app.decimal.ai/s/asymmetric-al-rechart/SKILL.md

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

decimalai skills add asymmetric-al-rechart

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

I need a React component to display dynamic customer satisfaction scores across 5 discrete product categories (`{ category: string, score: number }`). I am considering a `LineChart` connecting the category points. Write the appropriate Recharts component.

What was checked, without and with the skill
Checked	Without skill	With skill
Uses BarChart component for discrete category scores	Missed	Passed
Wraps chart in ResponsiveContainer component	Passed	Passed

case-22 · 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.md112 linessingle file

Recharts — Skill

Name: recharts Purpose: Build responsive, readable charts with Recharts using correct data mapping and composition. Use this skill whenever creating charts with Recharts.

Applies when: Using LineChart, BarChart, AreaChart, PieChart, ResponsiveContainer. Do not use when: Charts are not built with Recharts.

Rules

Always responsive: Wrap charts in ResponsiveContainer and ensure a fixed height parent.
Explicit data model: Normalize data and use stable dataKey values.
Pick the simplest chart: Use LineChart for trends, BarChart for comparisons, AreaChart for cumulative/volume, PieChart for part-to-whole.
Interactivity: Add Tooltip; add Legend when multiple series exist.
Performance: Disable animation for large/static dashboards and reduce point count.

Workflow

Define the data shape and stable keys.
Choose the simplest chart that answers the question.
Wrap in ResponsiveContainer with a height.
Add axes, tooltip, and legend as needed.
Disable animation or aggregate data for large sets.

Checklists

Implementation checklist

Chart is wrapped in ResponsiveContainer
X/Y axes are present when needed
Tooltip shows correct units
dataKey matches field names

Review checklist

Animations disabled for large datasets
Colors are accessible

Minimal examples

Track record

Benchmark

20 / 22

test cases passed, vs 19 / 22 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/rechart/SKILL.md

View on GitHub ↗

License AGPL-3.0Imported 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

Recharts — Skill

Rules

Workflow

Checklists

Implementation checklist

Review checklist

Minimal examples

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills