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Search the web using DuckDuckGo. Use when you need to find information, facts, documentation, or current events on the internet.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use when opening a PR and driving it to green CI — push the branch, write a high-level PR description, watch checks, fix failures, and keep looping until green; also use when an already-open PR gets new commits.
Use when the user starts, resumes, switches, saves, or recalls a named task or ongoing work across sessions (e.g. "remember this", "continue X", "what was I doing on Y", "track this task").
Git commit workflow. Load when finishing any code-change task (after verification) to commit and push, or when explicitly staging/committing.
Use when modifying or adding a transform, loss, model, method, package, task-model, config, docs page, or example in a Lightly AG repo (lightly-ssl or lightly-train) and you need repo-specific conventions.
Spawn a subagent to run a task. Use when you want to delegate work to a separate pi instance.
Use when configuring or replicating LT-DETR v2 (ltdetrv2-s/m/l/x) COCO benchmarks via the lightly-train wrapper — model alias map, global vs per-rank batch size, recipe invariants, ECDet config mapping, cluster pins, and common gotchas.
| name | web-search |
| description | Search the web using DuckDuckGo. Use when you need to find information, facts, documentation, or current events on the internet. |
Search the web using DuckDuckGo via the ddgs CLI tool.
ddgs text -q "search query" -m 10
| Flag | Description | Example |
|---|---|---|
-q | Search query | -q "AI agents" |
-m | Max results | -m 15 |
-t | Time limit | -t w (week), -t m (month) |
-o | Output file | -o results.json |
Returns numbered results:
1.
title Result Title
href https://example.com
body Snippet text...
To save as JSON:
ddgs text -q "query" -m 10 -o /tmp/results.json
Extract full content from a URL:
ddgs extract -u https://example.com -f text
Formats: text_markdown, text_plain, text_rich
# Basic search, 10 results
ddgs text -q "python tutorial" -m 10
# Recent results only (this week)
ddgs text -q "AI news" -m 15 -t w
# Save to JSON for programmatic use
ddgs text -q "machine learning" -m 20 -o results.json
# Extract content from a page
ddgs extract -u https://github.com/example/repo -f text
⚠️ Always output to a dedicated temp directory, not the current working directory.
# WRONG - writes to cwd
ddgs text -q "query" > results.txt
# RIGHT - output to temp dir
ddgs text -q "query" -m 15 > /tmp/agent-research/results.txt
cat /tmp/agent-research/results.txt
Run multiple searches concurrently using subshells:
mkdir -p /tmp/agent-research
(ddgs text -q "query1" -m 15 > /tmp/agent-research/01.txt) &
PID1=$!
(ddgs text -q "query2" -m 15 > /tmp/agent-research/02.txt) &
PID2=$!
(ddgs text -q "query3" -m 15 > /tmp/agent-research/03.txt) &
PID3=$!
wait $PID1 $PID2 $PID3
cat /tmp/agent-research/0*.txt
# 5 results (default)
ddgs text -q "search terms"
# 20 results
ddgs text -q "search terms" -m 20
# From specific site only
ddgs text -q "search terms site:github.com" -m 10