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dl4rce/flaiwheel

v3.9.37 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 1mo MCP Search & Web
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Summary

AI summary

Tool definitions now include behavior disclosure, usage guidelines, and output format details.

Full changelog

Improve Tool Definition Quality Score (TDQS) for all 28 MCP tools

Every tool description now includes:

  • Behavior disclosure: read-only vs write, side effects, file creation, git auto-push behavior
  • Usage guidelines: when to use this tool vs alternatives (e.g. search_bugfixes vs search_docs)
  • Output format: what the return value looks like and what it contains

Targets improvement of Glama TDQS Behavior (was 1-2/5), Usage Guidelines (was 2/5), and Completeness (was 2-3/5) dimensions.

View diff on GitHub

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About dl4rce/flaiwheel

Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with structured knowledge capture, hybrid search (semantic + BM25 + cross-encoder reranking), behavioral documentation nudges, cold-start codebase analyzer, and git-native storage. Single Docker container, zero cloud dependencies.

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Related context

Beta — feedback welcome: [email protected]