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feat(lessons): the document shape is the stored record, and it travels (#3730)
Milestone 385 step 3 — the step where the kind either works or is cosmetic.

THE DOCUMENT, and why there is no `lesson_document()` beside `rule_document()`
in embeddings. The step expected one. The difference is where the sharp shape
LIVES. A rule keeps its trigger in a column and its title is a plain name, so
`{title} — {trigger}` has to be synthesised at embed time and exists nowhere
else. A snippet — the only sharp record in the corpus by #2485's measurement,
0.153 top-to-second against 0.010–0.023 — gets there the other way: its STORED
title is already the join and its stored body already opens with the trigger,
so the ordinary `title\nbody` join IS the sharp document. Step 1 chose the
snippet route and step 2 built it, so `lessons.lesson_document` composes what
is STORED and the generic chunker does the rest.

The consequence the step asked about: `chunk_document` is untouched, so
CHUNKER_VERSION does not move and NOTHING re-embeds. The step's "Re-embed"
section describes a change this design does not make.

THE NARRATIVE stays in the body, departing from the step's instruction to keep
it out. `rule_document` excludes `why` because long dated narrative made
sixteen dev-logs land on the centroid of "development" — but that finding
predates chunking (#280). A body over budget is now split, and every chunk is
prefixed with the title, which for a lesson carries the trigger. The story
occupies its own vectors instead of averaging itself into the trigger's, and
each of those is still anchored to when the lesson applies. A guard asserts
exactly that. Holding the story out would cost the reader the only part that
explains the insight, to buy a sharpness the chunker already provides.

GLOBAL IN THE SEARCH is the real new code: `GLOBAL_NOTE_TYPES` and
`include_global_kinds` on `semantic_search_notes`, widening the PROJECT filter
alone. Off by default, because two callers depend on that filter holding — the
near-duplicate gate compares a record only against its own project on purpose,
and a globally visible kind there would let a lesson block an unrelated note's
create on a project its author never touched. It composes with `note_type`
rather than overriding it, so narrowing to snippets does not quietly acquire
lessons, and it changes nothing about the ACL: `notes_visibility_clause` still
gates every row.

Wired into the explicit MCP search only — the operator asked, and there is no
budget to spend. The unasked-for injection arms are step 5's subject (#3732)
and the legibility of a lesson appearing on a foreign project is step 7's
(#3734), so neither is turned on here.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-18 16:13:15 -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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