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Serper Image Search — measured AI agent skill | DecimalAI

opensensenova/sn-search-image

NewSkillScoreMaintained

USE FOR Google-backed image discovery via Serper.dev. Returns image URLs, page URLs, titles, and source domains.

researchby opensensenova

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Research pack

decimalai skills pull opensensenova-sn-search-image

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/opensensenova-sn-search-image/SKILL.md

Raw file: /s/opensensenova-sn-search-image/SKILL.md ↗ · machine-readable summary at /s/opensensenova-sn-search-image.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 3h ago

—0% tokens0% turns26% of whole cases pass with skill (6/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-04	✗→✓	▲ Improved	27%	0%
case-05	✗→✓	▲ Improved	19%	0%
case-14	✗→✓	▲ Improved	-69%	0%
case-18	✗→✓	▲ Improved	-33%	0%
case-22	✓→✗	▼ Worse	-63%	0%

Showing 5 of 23 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

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

opensensenova / sensenova-skills

skills/sn-search-image/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file · scripts

Skill contents

scripts/

SKILL.md

Serper Image Search

Use this skill to search for candidate images via Serper.dev.

Commands

Standard image search:

bash
python3 {baseDir}/scripts/serper_image_search.py "QUERY" --num 10

Image URLs only:

bash
python3 {baseDir}/scripts/serper_image_search.py "QUERY" --num 10 --image-urls-only --limit 5

Page URLs only:

bash
python3 {baseDir}/scripts/serper_image_search.py "QUERY" --num 10 --page-urls-only --limit 5

Raw JSON:

bash
python3 {baseDir}/scripts/serper_image_search.py "QUERY" --num 10 --json

Save raw JSON to a file for later inspection:

bash
python3 {baseDir}/scripts/serper_image_search.py "QUERY" --num 10 --save-json /tmp/serper-images.json

Important

This skill only performs image search and returns candidate result metadata.
Run the command directly as shown above.
Do not wrap it with cd, shell pipes, python -c, here-docs, or output redirection tricks.
Use --gl and --hl when you need country or language bias.

Want to see if opensensenova/sn-search-image would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.