Use Caliper to run real agent tasks with and without a skill, MCP server, or rule change so reliability and token cost are measurable.
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Finds and compares 184,900 swimming spots worldwide (beaches, lakes, bathing places) with live water temperature, wind, UV and wave signals, local guides and source-backed activity providers, via the public BeachFinder MCP server.
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Routes beach, swimming, surf, dive, snorkel, whitewater, vanlife and coastal-provider requests to the public BeachFinder MCP server: search and compare 184,900 swimming spots worldwide, pull live weather, water temperature, wind, UV and wave planning signals for the top results, read localized guides, and find source-backed local activity providers.
The skill picks the narrowest useful tool (nearby/family search, surf, dive/snorkel,
river/whitewater, vanlife, providers, guides, live conditions, or a 2-5 spot
comparison), passes the right language code out of 14 supported languages, respects
BeachFinder's provider verification tiers (owner_verified, source_backed,
mapped), and never declares a spot safe to swim — it defers to official closures,
flags, lifeguards and local authorities. Every result links back to
getbeachfinder.com.
clawhub install beachfinder-swim-spot-finder
Clone the Agent Skill Exchange repository and copy this skill directory into the skill folder used by your agent runtime:
git clone https://github.com/agentskillexchange/skills.git
cp -R skills/skills/beachfinder-swim-spot-finder ~/.agent-skills/beachfinder-swim-spot-finder
Requires the public BeachFinder MCP server (no API key, no account):
{
"mcpServers": {
"beachfinder": { "type": "http", "url": "https://getbeachfinder.com/mcp" }
}
}
Full skill source, references and the OpenAI-runtime manifest: https://github.com/troulin-a11y/beachfinder-skills
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Use Caliper to run real agent tasks with and without a skill, MCP server, or rule change so reliability and token cost are measurable.
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Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.
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Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.
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An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.
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Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().
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act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.
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