bvandeusenandClaude Opus 5.5 be62abf142
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perf(retrieval): one embedding per query per plugin request (milestone 456 step 1, #4903)
A single plugin request fans one query out to several ranked arms. The
operator message is searched by auto_inject, its reuse and lesson slots,
prompt_rule, the preference slot and rule_via_lesson, and each arm called
get_embedding on its own: up to six model calls for one vector.

- embeddings.query_embedding_memo(): a request-scoped ContextVar memo that
  get_embedding consults. Outside a scope the default is None, so every
  other caller is unchanged. A failed embedding is not remembered.
- memoized_query_embeddings decorates /retrieve, /tool-rules and
  /prior-art.
- get_embeddings (document chunks) is untouched.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-05 07:55:06 -04:00

Fabled Scribe

A self-hosted work system-of-record for software projects, built to be driven by Claude Code. Notes, tasks, issues, projects, milestones, rules, and stored processes — reachable from Claude via a built-in MCP endpoint and a bundled Claude Code plugin, with a clean web UI for humans. No in-app LLM; Claude is the sole assistant.

Features

Notes and tasks with a Markdown editor, sub-tasks, milestones, issues, and kanban project workspaces. Stored processes, an engineering rulebook system (with an inception step that decides what each project inherits), and semantic search with proactive knowledge-injection into Claude's context. A knowledge graph, per-user/group sharing, and a built-in MCP server (/mcp) plus a bundled Claude Code plugin so Claude can record and recall your work directly.

Quick Start

Prerequisites: Docker and Docker Compose. No GPU or local model needed — Claude is the sole assistant, reached over MCP.

Download docker-compose.quickstart.yml from this repo, then:

# Optional but recommended — set a secret key
export SECRET_KEY=your-random-secret-here

docker compose -f docker-compose.quickstart.yml up -d

Open http://localhost:5000. The first user to register becomes admin. To connect Claude, create an API key under Settings → API Keys and install the Claude Code plugin — see API Keys & MCP.

Development: To build from source, see Development.

Documentation

Doc Contents
Architecture Stack, design decisions, data models, key services
Configuration Environment variables, Docker Compose, production setup, security
Features Detailed feature breakdown and keyboard shortcuts
Development Dev workflow, CI/CD, migrations, release process
API Keys & MCP API key management and Fable MCP install guide
SSO / OAuth OIDC setup for Authentik, Keycloak, and other providers
API Reference All REST API endpoints

License

This project is privately maintained.

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