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Free search aggregator

Skill aizech/bernhard-zechmann-skills/skills/misc/free-search-aggregator

Search across multiple web providers with automatic failover. Use when the user needs quota-aware, multi-provider web search.From its SKILL.md

Install
npx -y skills add aizech/bernhard-zechmann-skills --skill free-search-aggregator

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its file declares

Copied from the file, not written here

The file declares its own license as MIT. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.

SKILL.md

1.3 KB, 264 tokens by cl100k_base, as published. Nobody here has run it

Free Search Aggregator

Reliable web search with provider failover and quota awareness.

Providers

Default order:

brave -> exa -> tavily -> duckduckgo -> bing_html -> mojeek -> serper -> searchapi -> google_cse -> baidu -> wikipedia

No-key providers: DuckDuckGo, Bing RSS, Mojeek, Wikipedia.

Commands

# Normal search
scripts/search "latest AI agent frameworks" --max-results 5

# Task search (multi-query)
scripts/search task "@dual Compare Claude vs GPT-4"

# Deep research
scripts/search task "@deep autonomous vehicle safety" --max-results 8 --max-queries 10

# Quota and health
scripts/status
scripts/remaining --real
python3 -m free_search health
python3 -m free_search doctor

Rules

  • Default mode uses one worker for cost control.
  • Use @dual or @deep only for research tasks.
  • Results stored in memory/search-cache/ and memory/search-reports/.

Output

  • Search: query, provider, results, attempted providers, quota
  • Task search: task, queries, grouped and merged results

What ships with it: 45 files

435.9 KB alongside SKILL.md, 27 of them executable

agents/

assets/

config/

eval-viewer/

references/

scripts/

src/

tests/

5 more files not listed here. See all 45 in the repository.

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Skills are one crate of 325,949. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.