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Tako Knowledge Search & Visualization · gooseworks-ai | DecimalAI

researchby gooseworks-ai

Tako Knowledge Search & Visualization

gooseworks-ai/data-charts-tako

Source gooseworks-ai/goose-skills ↗License MIT

Search and visualize the world's data - get charts, insights, and embeddable knowledge cards for finance, economics, demographics, sports, and more

SkillScore73Maintained

Automatic

Data Analyst pack

Last verified 8/16/2026

What it changes

Passed 12 of 16 test cases with the skill, and 5 of 16 without it.

Without skill32%

With skill73%

Checks it passed that the model alone missed

Instructs the user to execute npx gooseworks login.
Passes locale set to de-DE in the payload parameters.
Sets viz_component_type to treemap in the payload body.

and 7 more in the full report

9 fixed7 passed either way6 still failing0 broke

Pass-rate lift: +41 pp
Tokens: +134%
Agent turns: 0%
Response time: -57%

Model gemini-3.6-flashMeasured 8/16/2026v116 of 22 cases passed with skill · 16 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/gooseworks-ai-data-charts-tako/SKILL.md https://app.decimal.ai/s/gooseworks-ai-data-charts-tako/SKILL.md

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

decimalai skills add gooseworks-ai-data-charts-tako

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

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-data-charts-tako/SKILL.md https://app.decimal.ai/s/gooseworks-ai-data-charts-tako/SKILL.md

Raw file: /s/gooseworks-ai-data-charts-tako/SKILL.md ↗ · machine-readable summary at /s/gooseworks-ai-data-charts-tako.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

If a developer runs our script and the file ~/.gooseworks/credentials.json is not found on their system, what command should they be instructed to execute?

What was checked, without and with the skill
Checked	Without skill	With skill
Instructs the user to execute npx gooseworks login.	Missed	Passed

case-11 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md237 linessingle file

Tako Knowledge Search & Visualization

Setup

Read your credentials from ~/.gooseworks/credentials.json:

export GOOSEWORKS_API_KEY=$(python3 -c "import json;print(json.load(open('$HOME/.gooseworks/credentials.json'))['api_key'])")
export GOOSEWORKS_API_BASE=$(python3 -c "import json;print(json.load(open('$HOME/.gooseworks/credentials.json')).get('api_base','https://api.gooseworks.ai'))")

If ~/.gooseworks/credentials.json does not exist, tell the user to run: npx gooseworks login

All endpoints use Bearer auth: -H "Authorization: Bearer $GOOSEWORKS_API_KEY"

Search for data with natural language and get interactive charts, AI-generated insights, and embeddable knowledge cards. Covers finance, economics, demographics, sports, politics, climate, and health from sources like S&P Global, World Bank, and more.

When to Use

User asks a data question ("What's NVIDIA's revenue?", "US GDP growth?")
User wants to compare metrics ("Tesla vs Ford market cap")
User needs a chart or visualization for a report
User wants to turn their own data into a chart
User asks for insights or analysis on a data trend

Usage

Search for Data

curl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \
  -H "Authorization: Bearer $GOOSEWORKS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"api":"tako","path":"/v1/knowledge_search","body":{"inputs":{"text":"NVIDIA vs AMD revenue since 2018"}}}'

With search effort and source options:

curl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \

Track record

Benchmark

12 / 16

test cases passed, vs 5 / 16 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

gooseworks-ai / goose-skills

skills/design/capabilities/data-charts-tako/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

Tako Knowledge Search & Visualization

Setup

When to Use

Usage

Search for Data

Track record

Benchmark

Adoption

SkillSafety

Source

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