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exa-tools

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Aktualisiert19. Februar 2026 um 06:33

Executes semantic web search via Exa AI Python CLI. Use when searching for current information, code examples, API documentation, finding similar pages, or generating AI answers with citations. Supports fast/deep/neural search.

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bsamiee

bsamiee/Parametric_Portal

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SoftwareentwicklerInformatik- und Mathematikberufe·SOC 15-1252

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SKILL.md

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name	exa-tools
user-invocable	false
description	Executes semantic web search via Exa AI Python CLI. Use when searching for current information, code examples, API documentation, finding similar pages, or generating AI answers with citations. Supports fast/deep/neural search.

[H1][EXA-TOOLS]

Dictum: Semantic search surfaces relevant content.

Execute Exa AI search queries via Python CLI. API key auto-injected via 1Password.

[IMPORTANT] Exa 2.0 introduced three search tiers: fast (sub-350ms), auto (balanced), deep (agentic, highest quality). Default: auto.

[1][COMMANDS]

[CMD]	[ARGS]	[RETURNS]
search	`<query> [type] [num]`	Web results with text content
code	`<query> [num]`	GitHub code context
find-similar	`<url> [num]`	Pages similar to given URL
answer	`<query>`	AI-generated answer with sources

[2][USAGE]

# Web search (default: auto type, 8 results)
uv run .claude/skills/exa-tools/scripts/exa.py search "Vite 7 new features"

# Neural search for concepts
uv run .claude/skills/exa-tools/scripts/exa.py search "Effect-TS best practices" neural

# Fast search for quick lookups
uv run .claude/skills/exa-tools/scripts/exa.py search "React 19 release notes" fast 15

# Deep search for highest quality
uv run .claude/skills/exa-tools/scripts/exa.py search "Nx workspace optimization" deep

# Code context search (GitHub)
uv run .claude/skills/exa-tools/scripts/exa.py code "React useState hook examples"

# Code search with custom results
uv run .claude/skills/exa-tools/scripts/exa.py code "Effect pipe examples" 20

# Find similar pages
uv run .claude/skills/exa-tools/scripts/exa.py find-similar "https://effect.website/docs/guides/essentials/pipeline"

# AI answer with citations
uv run .claude/skills/exa-tools/scripts/exa.py answer "What are the breaking changes in Vite 7?"

[3][ARGUMENTS]

search: <query> [type] [num]

query — Search query (required)
type — Search type: auto, neural, keyword, fast, deep (default: auto)
num — Number of results (default: 8)

code: <query> [num]

query — Code search query (required)
num — Number of results (default: 10)

find-similar: <url> [num]

url — Source URL to find similar pages for (required)
num — Number of results (default: 10)

answer: <query>

query — Question to answer with web sources (required)

[4][OUTPUT]

Commands return: {"status": "success|error", ...}.

[INDEX]	[CMD]	[RESPONSE]
[1]	`search`	`{query, results[]}`
[2]	`code`	`{query, context[]}`
[3]	`find-similar`	`{url, results[]}`
[4]	`answer`	`{query, answer, sources[]}`

[5][ENVIRONMENT]

[VAR]	[REQUIRED]	[DESCRIPTION]
`EXA_API_KEY`	Yes	Exa API key (1Password injected)

[6][ERROR_HANDLING]

HTTP errors print [ERROR] <status>: <body> and exit 1
Rate limit (429): retry after Retry-After header value
Invalid API key: [ERROR] 401: Unauthorized
Empty results: returns {"status": "success", "results": []} (not an error)

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name	exa-tools
user-invocable	false
description	Executes semantic web search via Exa AI Python CLI. Use when searching for current information, code examples, API documentation, finding similar pages, or generating AI answers with citations. Supports fast/deep/neural search.

[H1][EXA-TOOLS]

Dictum: Semantic search surfaces relevant content.

Execute Exa AI search queries via Python CLI. API key auto-injected via 1Password.

[IMPORTANT] Exa 2.0 introduced three search tiers: fast (sub-350ms), auto (balanced), deep (agentic, highest quality). Default: auto.

[1][COMMANDS]

[CMD]	[ARGS]	[RETURNS]
search	`<query> [type] [num]`	Web results with text content
code	`<query> [num]`	GitHub code context
find-similar	`<url> [num]`	Pages similar to given URL
answer	`<query>`	AI-generated answer with sources

[2][USAGE]

# Web search (default: auto type, 8 results)
uv run .claude/skills/exa-tools/scripts/exa.py search "Vite 7 new features"

# Neural search for concepts
uv run .claude/skills/exa-tools/scripts/exa.py search "Effect-TS best practices" neural

# Fast search for quick lookups
uv run .claude/skills/exa-tools/scripts/exa.py search "React 19 release notes" fast 15

# Deep search for highest quality
uv run .claude/skills/exa-tools/scripts/exa.py search "Nx workspace optimization" deep

# Code context search (GitHub)
uv run .claude/skills/exa-tools/scripts/exa.py code "React useState hook examples"

# Code search with custom results
uv run .claude/skills/exa-tools/scripts/exa.py code "Effect pipe examples" 20

# Find similar pages
uv run .claude/skills/exa-tools/scripts/exa.py find-similar "https://effect.website/docs/guides/essentials/pipeline"

# AI answer with citations
uv run .claude/skills/exa-tools/scripts/exa.py answer "What are the breaking changes in Vite 7?"

[3][ARGUMENTS]

search: <query> [type] [num]

query — Search query (required)
type — Search type: auto, neural, keyword, fast, deep (default: auto)
num — Number of results (default: 8)

code: <query> [num]

query — Code search query (required)
num — Number of results (default: 10)

find-similar: <url> [num]

url — Source URL to find similar pages for (required)
num — Number of results (default: 10)

answer: <query>

query — Question to answer with web sources (required)

[4][OUTPUT]

Commands return: {"status": "success|error", ...}.

[INDEX]	[CMD]	[RESPONSE]
[1]	`search`	`{query, results[]}`
[2]	`code`	`{query, context[]}`
[3]	`find-similar`	`{url, results[]}`
[4]	`answer`	`{query, answer, sources[]}`

[5][ENVIRONMENT]

[VAR]	[REQUIRED]	[DESCRIPTION]
`EXA_API_KEY`	Yes	Exa API key (1Password injected)

[6][ERROR_HANDLING]

HTTP errors print [ERROR] <status>: <body> and exit 1
Rate limit (429): retry after Retry-After header value
Invalid API key: [ERROR] 401: Unauthorized
Empty results: returns {"status": "success", "results": []} (not an error)