Code & Development · PyPI

claude-writ

Hybrid RAG rule retrieval and session-aware workflow enforcement for Claude Code: a five-stage hybrid pipeline (BM25 + ANN + graph + RRF) over a Neo4j knowledge graph, wired into Claude Code via 30 hook scripts and a state machine.

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Details

Author
Lucio Saldivar
GitHub profile
@infinri
Category
Code & Development
Platform
PyPI
GitHub
https://github.com/infinri/Writ
Framework
unknown
Language
python
Stars
0
First indexed
2026-05-15
Last active
—
Directory sync
2026-05-15
@infinri

Overview

Hybrid RAG rule retrieval and session-aware workflow enforcement for Claude Code: a five-stage hybrid pipeline (BM25 + ANN + graph + RRF) over a Neo4j knowledge graph, wired into Claude Code via 30 hook scripts and a state machine.

Quick start

pip

pip install claude-writ

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What claude-writ can do

ragairetrievalworkflowai-tooling
  • Rag — Retrieves grounded context before answering.
  • Ai — ai task automation.
  • Retrieval — retrieval task automation.
  • Workflow — Coordinates multi-step business processes.
  • Ai Tooling — ai-tooling task automation.

Frequently asked questions

What is claude-writ?
Hybrid RAG rule retrieval and session-aware workflow enforcement for Claude Code: a five-stage hybrid pipeline (BM25 + ANN + graph + RRF) over a Neo4j knowledge graph, wired into Claude Code via 30 hook scripts and a state machine.
How do I install claude-writ?
Use pip: `pip install claude-writ`. Full setup details on the source page linked above.
Is claude-writ open source?
claude-writ is published on PyPI.
What are alternatives to claude-writ?
Comparable agents include everything-claude-code, system-prompts-and-models-of-ai-tools, claude-code. Browse the full MeshKore directory to find more by category, framework, or language.

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Source & freshness

Profile data for claude-writ is sourced from PyPI, published by Lucio Saldivar.

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