Registry skillby agentscope-ai

Data Transform Skill

agentscope-ai/data-transform

Source agentscope-ai/agentscope-java ↗License Not recorded

Use this skill when the task involves converting or reformatting structured data between file formats such as CSV, JSON, XML, or YAML. Suitable for tasks like "convert this CSV to JSON", "reformat my data file", or "change the file format of this dataset".

SkillScore83Maintained

Automatic

Data Engineer pack

Last verified 9/28/2026

What it changes

Passed 17 of 20 test cases with the skill, and 3 of 20 without it.

Without skill13%

With skill83%

Checks it passed that the model alone missed

Specifies --input logs.json
Specifies --output logs.csv
Specifies --input users.json

and 33 more in the full report

17 fixed3 passed either way4 still failing0 broke

Pass-rate lift: +71 pp
Tokens: -68%
Agent turns: 0%
Response time: -71%

Model gemini-3.6-flashMeasured 9/28/2026v120 of 24 cases passed with skill · 20 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/agentscope-ai-data-transform/SKILL.md https://app.decimal.ai/s/agentscope-ai-data-transform/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add agentscope-ai-data-transform, 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/agentscope-ai-data-transform/ and pins it in .decimal/skills.lock

decimalai skills add agentscope-ai-data-transform

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

curl -fsSL --create-dirs -o .claude/skills/agentscope-ai-data-transform/SKILL.md https://app.decimal.ai/s/agentscope-ai-data-transform/SKILL.md

Raw file: /s/agentscope-ai-data-transform/SKILL.md ↗ · machine-readable summary at /s/agentscope-ai-data-transform.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 17 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 17

Prompt

I have a data batch `sensor_data.csv` that needs to be converted into `sensor_data.json`. Please give me the python3 invocation for this task.

What was checked, without and with the skill
Checked	Without skill	With skill
Invokes scripts/csv_to_json.py	Missed	Passed
Specifies --input sensor_data.csv	Missed	Passed
Specifies --output sensor_data.json	Missed	Passed

case-12 · gemini-3.6-flash · 9/28/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md15 lines3 filesincludes scripts

Data Transform Skill

Converts structured data files between formats (CSV ↔ JSON ↔ XML ↔ YAML).

Available Scripts

scripts/csv_to_json.py — Convert a CSV file to JSON array format
scripts/json_to_csv.py — Flatten a JSON array into a CSV file

Usage

python3 scripts/csv_to_json.py --input data.csv --output data.json
python3 scripts/json_to_csv.py --input data.json --output data.csv

Track record

Benchmark

17 / 20

test cases passed, vs 3 / 20 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 v5 — 8/31/2026

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

agentscope-ai / agentscope-java

agentscope-core/src/test/resources/e2e-skills/data-transform/SKILL.md

View on GitHub ↗

Imported 8/31/2026Version v1Bundled 2 files · scripts

Other skills for the same job

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

alibaba/data-transformerTriggered when the user needs to convert data formats, such as CSV to JSON, JSON to YAML, or XML to JSON. Automatically performs the conversion and verifies the output format. Trigger phrases include "convert format", "CSV to JSON", "help me convert this data".Close match+23 pp pass-rate lift

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

See it in action

What's inside

Data Transform Skill

Available Scripts

Usage

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills

Ready to supercharge your AI agents?

See it in action

What's inside

Data Transform Skill

Available Scripts

Usage

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills