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@ryoppippi ryoppippi commented Nov 18, 2025

Removes implementation details (BM25, TF-IDF, hybrid_alpha configuration) from the Meta Tools README section.

Users don't need to know about internal search algorithms to use meta tools effectively. This keeps the README focused on user-facing functionality and aligns with our documentation site.

Related: StackOneHQ/stackone-ai-node#138

Remove references to search algorithms (BM25, TF-IDF, hybrid search) from
the Meta Tools section to keep documentation focused on user-facing
functionality rather than internal implementation details.

Changes:
- Removed mention of "hybrid BM25 + TF-IDF search" from Features section
- Removed entire "Hybrid Search Configuration" section with hybrid_alpha examples
- Removed technical explanations about BM25/TF-IDF algorithms
- Kept focus on what users can do (discover and execute tools)

Rationale:
- Aligns with documentation in agents/python/meta-tools.mdx
- Users don't need to know about underlying search algorithms
- Implementation details can change without affecting user-facing API
- Maintains consistency with Node.js SDK documentation standards
- Follows SDK documentation best practices (focus on "what" and "how to use")
Copilot AI review requested due to automatic review settings November 18, 2025 14:47
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Pull Request Overview

This PR simplifies the README documentation by removing internal implementation details about search algorithms from the Meta Tools section, making it more user-focused and maintainable.

  • Removed references to BM25, TF-IDF, and hybrid search algorithms from user-facing documentation
  • Eliminated the "Hybrid Search Configuration" subsection with code examples using hybrid_alpha
  • Maintained focus on what users can do (discover and execute tools dynamically) rather than how it works internally

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No issues found across 1 file

Related: ENG-11260
Remove mentions of "MCP server" and "MCP-backed" from user-facing
documentation. Replace with generic "dynamic discovery" terminology.

Changes:
- "Dynamic MCP-backed discovery" → "Dynamic discovery"
- "for MCP server and CrewAI" → "for dynamic discovery and CrewAI"
- "Install with MCP server support" → "Install with dynamic discovery support"
- Remove "uses the StackOne MCP server under the hood" explanation

Users don't need to know about internal MCP implementation details.

Related: ENG-11260
@ryoppippi ryoppippi enabled auto-merge (squash) November 18, 2025 15:04
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@NicolasBelissent NicolasBelissent left a comment

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LGTM

@ryoppippi ryoppippi merged commit 10510d4 into main Nov 18, 2025
5 checks passed
@ryoppippi ryoppippi deleted the docs/remove-meta-tools-implementation-details branch November 18, 2025 16:37
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3 participants