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Web Search · open-gitagent | DecimalAI

researchby open-gitagent

Web Search

open-gitagent/web-search

Source open-gitagent/opengap ↗License MIT

Advanced web search using Tavily API for current information retrieval

SkillScore70Maintained

Automatic

Research pack

Last verified 8/10/2026

What it changes

Passed 12 of 17 test cases with the skill, and 7 of 17 without it.

Without skill39%

With skill70%

Checks it passed that the model alone missed

The response states that calls are limited to 8 per task.
The response names tavily_web_search as the tool function to call.
The response indicates that the query must be capped at 400 characters.

and 5 more in the full report

8 fixed8 passed either way6 still failing1 broke

Pass-rate lift: +30 pp
Tokens: -26%
Agent turns: 0%
Response time: -46%

Model gemini-3.6-flashMeasured 8/10/2026v116 of 23 cases passed with skill · 17 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/open-gitagent-web-search/SKILL.md https://app.decimal.ai/s/open-gitagent-web-search/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add open-gitagent-web-search, 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/open-gitagent-web-search/ and pins it in .decimal/skills.lock

decimalai skills add open-gitagent-web-search

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

curl -fsSL --create-dirs -o .claude/skills/open-gitagent-web-search/SKILL.md https://app.decimal.ai/s/open-gitagent-web-search/SKILL.md

Raw file: /s/open-gitagent-web-search/SKILL.md ↗ · machine-readable summary at /s/open-gitagent-web-search.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 need to invoke the primary web search function to retrieve real-time tech news about quantum computing breakthroughs. Which specific tool function name should be called?

What was checked, without and with the skill
Checked	Without skill	With skill
The response names tavily_web_search as the tool function to call.	Missed	Passed

case-06 · gemini-3.6-flash · 8/10/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md34 linessingle file

Web Search

Search the web for current information on any topic using the Tavily search API.

When to Use

Searching for recent news, articles, blog posts, and web content
Finding current statistics, data, and factual information
Retrieving information that may not be in academic papers or the knowledge base
Verifying claims with multiple web sources

How to Use

Formulate a specific, targeted search query (max 400 characters)
Call tavily_web_search with the query
Review returned results for relevance and quality
Extract key facts and note the source URL for citation

Result Format

Results are returned in Document XML format:

<Document href="https://example.com/article" title="Article Title">
  Content excerpt from the page...
</Document>

Constraints

Maximum 5 results returned per query
Query will be truncated to 400 characters
Search mode: advanced (includes content extraction)
Each call counts toward the researcher's 8-call limit per task

Track record

Benchmark

12 / 17

test cases passed, vs 7 / 17 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

open-gitagent / opengap

examples/nvidia-deep-researcher/skills/web-search/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

Web Search

When to Use

How to Use

Result Format

Constraints

Track record

Benchmark

Adoption

SkillSafety

Source

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