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dl4rce/flaiwheel

v2.6.0 Breaking

This release includes breaking changes for platform teams planning a safe upgrade.

Published 3mo 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

Hybrid Search merges BM25 and ChromaDB vector search via RRF with graceful fallback.

Full changelog

What's New

  • Hybrid Search — BM25 keyword search + ChromaDB vector search merged via Reciprocal Rank Fusion (RRF). Graceful fallback to vector-only.
  • Session Memory — 2 new MCP tools: save_session_summary() + get_recent_sessions(). Keeps last 50 sessions per project.
  • Auto-Capture Instructions — Documentation triggers added to agent rules.
  • UI: timeAgo fix — Shows "30s ago", "5m ago", "2h 15m ago" instead of broken format.
  • Quality: thin section fix — No longer flags lists/tables/blockquotes as thin content.
  • Search Benchmark — P@1=100%, MRR=1.00 on 13 gold-standard queries.
  • Web UI cleanup — Removed dead bootstrap card.

26 MCP tools · 220 tests · 0 cloud dependencies

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]