hybrid search instructions

63 tagged hybrid search, measured the same way as everything else here.

Browse within: embeddings 28knowledge-base 24bm25 11fastapi 11graphrag 10local-first 10RAG 6knowledge-graph 6knowledge-management 6agent-memory 5fts5 5

moss AGENTS.md

01

usemoss/moss

Instructions file CodexOpenCode

Instructions for usemoss/moss, covering agents.md, what this repo is, repository layout, integrations & cookbooks and framework cookbooks (examples/cookbook/).

669 9d ago A 4,222 tokens original BSD-2-Clause

moss CLAUDE.md

02

usemoss/moss

Instructions file

Instructions for usemoss/moss: This repository's agent guidance is documented in AGENTS.md.

669 9d ago A 17 tokens original BSD-2-Clause

ClawMem AGENTS.md

03

yoloshii/ClawMem

Instructions file CodexOpenCode

Instructions for yoloshii/ClawMem, covering clawmem — agent quick reference, inference at a glance, install, or step by step and memory retrieval (90/10 rule).

206 14d ago B 7,138 tokens original MIT

ClawMem CLAUDE.md

04

yoloshii/ClawMem

Instructions file

Instructions for yoloshii/ClawMem: Claude Code reads CLAUDE.md natively (not AGENTS.md), so this file imports the root SSOT.

206 14d ago A 101 tokens original MIT

memex AGENTS.md

05

nicosuave/memex

Instructions file CodexOpenCode

Instructions for nicosuave/memex, covering agents and before committing.

172 4d ago A 62 tokens original MIT

memex CLAUDE.md

06

nicosuave/memex

Instructions file

Instructions for nicosuave/memex, a project described as: Search Claude Code, Codex, Pi, OpenCode, Github Copilot & Cursor transcripts. Resume sessions. Track tokens.

172 4d ago A 5 tokens copy · 100% MIT

BjornMelin/docmind-ai-llm

Instructions file CodexOpenCode

Instructions for BjornMelin/docmind-ai-llm, covering docmind ai: agent instructions, purpose, layout, quick commands with uv and non-negotiables for ci and security.

151 14d ago A 5,757 tokens original MIT

tom1030507/OpenNotebookLM

Instructions file CodexOpenCode

Instructions for tom1030507/OpenNotebookLM, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

42 3d ago A 1,612 tokens original MIT

VioletCranberry/coco-search

Instructions file CodexOpenCode

Instructions for VioletCranberry/coco-search, a project described as: Local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvector embeddings via Ollama, combines vector similarity + keyword search with RRF fusion. Supports 30+ languages. Features CLI, MCP server, WEB dashboard and…

37 4d ago A 4 tokens copy · 100% MIT

VioletCranberry/coco-search

Instructions file

Instructions for VioletCranberry/coco-search, covering project instructions, project overview, tool routing (mandatory), development setup and prerequisites: docker, uv (python package manager).

37 4d ago A 8,169 tokens original MIT

adk-redis AGENTS.md

12

redis-developer/adk-redis

Instructions file CodexOpenCode

Instructions for redis-developer/adk-redis, covering agents.md, writing style, code style and project.

29 12d ago A 129 tokens original Apache-2.0

adk-redis CLAUDE.md

13

redis-developer/adk-redis

Instructions file

Instructions for redis-developer/adk-redis, covering claude.md, writing style, code style and project.

29 12d ago A 130 tokens copy · 98% Apache-2.0

zircote/subcog

Instructions file GitHub Copilot

Instructions for zircote/subcog, covering github copilot instructions, project context, code generation guidelines, error handling and type annotations.

28 29d ago A 1,320 tokens copy · 92% MIT

subcog CLAUDE.md

15

zircote/subcog

Instructions file

Instructions for zircote/subcog, covering claude.md, project overview, key capabilities, build commands and primary development workflow.

28 29d ago A 501 tokens original MIT

fortemi AGENTS.md

16

Fortemi/fortemi

Instructions file CodexOpenCode

AGENTS.md instructions for Fortemi/fortemi, covering agents.md, framework context, tier 1 / tier 2 / tier 3 loading model, tier 2 capability map and agents.

24 2d ago A 1,723 tokens

fortemi CLAUDE.md

17

Fortemi/fortemi

Instructions file

Claude Code instructions for Fortemi/fortemi, covering matric memory, ci/cd, gitea actions workflows, monitoring builds and check recent runs via mcp.

24 2d ago A 6,240 tokens

grove CLAUDE.md

18

jmilinovich/grove

Instructions file

Instructions for jmilinovich/grove, covering grove, architecture rules, running locally, code conventions and what not to do.

23 8d ago A 804 tokens original MIT

memohood AGENTS.md

19

maximskorohod/memohood

Instructions file CodexOpenCode

Installation instructions for MemoHood, a conversation-memory provider for the Hermes agent system. It explains how to install the plugin and select it in Hermes's configuration.

22 1mo ago A 1,318 tokens original MIT

memobase AGENTS.md

20

maximskorohod/memobase

Instructions file CodexOpenCode

An installation guide for the MemoBase plugin, a local knowledge-base add-on for the Hermes coding agent. It explains manual installation through Git and related safety checks.

22 1mo ago A 1,416 tokens original MIT

bobmatnyc/mcp-skillset

Instructions file

Instructions for bobmatnyc/mcp-skillset, covering claude ai assistant - project context, linear project, workflow guidelines, ticket management and quick links.

20 5mo ago A 917 tokens original MIT archived

Connapse CLAUDE.md

22

Destrayon/Connapse

Instructions file

Instructions for Destrayon/Connapse, covering claude.md, build & run, build, run web app (requires backing services) and full stack via docker.

16 2d ago A 1,834 tokens original MIT

cerefox CLAUDE.md

23

fstamatelopoulos/cerefox

Instructions file

Instructions for fstamatelopoulos/cerefox, covering cerefox - project guide, what is this, tech stack, project structure and development conventions.

16 9d ago B 10,388 tokens original Apache-2.0

star-ga/mind-mem

Instructions file GitHub Copilot

Instructions for star-ga/mind-mem: This repository uses mind-mem for persistent memory. Before answering, consult memory with mm inject --agent copilot. Respect ADR / DECISION blocks; route new decisions through proposeupdate rather than modifying them directly.

15 3d ago A 58 tokens original Apache-2.0