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feat(retrieval): the wide net becomes a pull — fifty candidates, no bar (#4103)
Milestone 416 step 5. The operator's compromise — "if you're worried
about excluding potentially important data let limit it to 50 entries"
— moved to the surface where it is safe. Fifty in the push would be
milestone 394 with extra steps; fifty in a pull crowds nothing out.

`what_might_apply(query)` returns ranked rule candidates with NO
threshold. The moment it serves is the one where the caller does not
trust a bar to decide for them, so it does not have one — every row
carries its score and the reader judges.

WHY IT IS NOT A BIGGER `limit` ON `search`

`_search_rules` returns statement, why and how_to_apply in full, on the
stated reasoning that a caller who went looking deserves the whole
record. That is the DEEP pull and should stay that way. This is the
SHALLOW one — many candidates, each just enough to decide whether to
open it. Opposite trade-offs, so it is a second tool.

THE PREMISE THE STEP GOT WRONG

The task said fifty "costs nothing". `_rule_hint_line` had already
measured otherwise: ~143 tokens per line once the trigger is rendered,
and #3855 tripled trigger lengths across the corpus. Fifty is ~7,000
tokens — cheap next to an arm firing before every Bash call, but not
free, and a tool promising a free wide net gets reached for casually
and then regretted.

So it reuses the graduated shape #3851 measured for the push: the top
few carry their trigger whole, the rest carry a cut of it. TRUNCATED,
never dropped — the trigger is what lets a reader judge without
opening, and a teaser without one is just an id. The cut borrows
`_goal_line`'s technique including the fallback that matters (#4036):
`textwrap.shorten` returns a bare "…" for one unbroken word.

TELEMETRY

Logged under its own pull source, asserted absent from both the tunable
push registry and AMBIENT_SOURCES. That guard is load-bearing right
now: the push arms' near-miss distributions are the evidence #4121
argues from, and a pull folded into them would move those numbers.

INSTRUCTION SURFACES

The using-scribe reflex and the MCP instructions both pointed at
`search(content_type="rule")` for the consequential moment — the deep
tool, at the moment you want breadth. They now point here, and keep
`search` for reading a rule you already suspect. Written as a practice
rather than a prohibition (rule 165).

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy
2026-09-17 12:18:25 -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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