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feat: improve skill guidance for partial matches, anchor hotels, and prompt#3

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victorpoluceno merged 5 commits into
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victorpoluceno/Andromeda
Apr 9, 2026
Merged

feat: improve skill guidance for partial matches, anchor hotels, and prompt#3
victorpoluceno merged 5 commits into
mainfrom
victorpoluceno/Andromeda

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Summary

  • Partial matches: When filters are active and the MCP returns hotels that only match some criteria (isPartialMatch), the agent now ranks full matches first and transparently tells the user which filters weren't met. Uses appliedFilters to explain semantic filter mapping.
  • Anchor hotels: When searching by hotel name, the anchor hotel (isAnchorHotel) is presented first and separately from similar alternatives.
  • Prompt parameter: Agent is now instructed to always pass prompt with a clean version of the user's query on every search.

Test plan

  • Upload updated skill to claude.ai and search with filters (e.g., "2-star hotels with pool in Amsterdam") — verify partial matches are explained
  • Search for a specific hotel by name — verify anchor hotel is presented first
  • Check tool calls include the prompt parameter

🤖 Generated with Claude Code

victorpoluceno and others added 5 commits April 9, 2026 15:07
When filters are active, the MCP server may return hotels that only
match some criteria (isPartialMatch). Rank full matches first, be
transparent about missing filters, and use match status to inform
category grouping.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Instruct the agent to pass the prompt parameter on every search,
present anchor hotels separately from alternatives, and use
appliedFilters to explain semantic filter mapping in partial matches.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Update claude.ai setup to use Connectors instead of Integrations,
fix bold syntax in tool list, and add missing blank lines before
code blocks.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Replace private Andromeda repo link with the public MCP server docs
URL before open-sourcing.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@victorpoluceno victorpoluceno merged commit 5c9757a into main Apr 9, 2026
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