bvandeusen
1fb883b72f
Closes #2223. The write-path prior-art trigger's semantic arm shared auto-inject's 0.55 threshold, which was tuned on prose. Code embeddings sit on a much higher similarity floor — any two Python-shaped payloads share keywords, indentation and structure — so 0.55 landed INSIDE the noise band. Measured against the live instance: near-duplicate of a recorded helper 0.73-0.74 true positive unrelated colour math / Vue SFC / CSS 0.55-0.63 false positive `x = 1` 0.58 false positive 6 of 8 probe payloads produced a nudge; 4 were noise. The margin gate couldn't help — _AUTOINJECT_BAND is relative to the top hit, so with a single hit it never engages. Two gates are now the write-path arm's own: - kb_writepath_threshold, default 0.68 — above every measured false positive, still 0.05 below both true positives. Auto-inject keeps 0.55; it was tuned on prose and is not implicated. The comment this replaces explicitly reserved the split for when telemetry showed the surfaces wanted different values, so this is the change it described, not a reversal of it. - WRITEPATH_MIN_CODE_CHARS = 48 non-whitespace chars, below which the semantic arm doesn't run at all. Whitespace is excluded so a deeply indented one-liner can't pass on padding. 48 sits under the smallest plausible reusable helper (~60) and well over a degenerate edit, so it errs toward keeping recall — precision is the threshold's job. This is the cheap half of the operator's #89 idea; the full length<->threshold curve stays open there, since they asked to brainstorm it rather than have a scale invented for them. top_k stays shared — "how many titles at once" means the same thing on both surfaces. The existing tests were passing `code="x"` / `code="def f(): ..."` into the semantic arm, i.e. exactly the payloads the floor now drops, so the gate tests were never exercising a realistic payload. They now use a REAL_CODE fixture, plus new coverage for the floor (trivial payload, padding, place-arm unaffected, real helper passes) and a guard on the constant itself. Settings UI carries the new knob with the reasoning in its hint, and the write-path checkbox no longer claims it shares the threshold. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01UaYUaouG9jjhATyuxCKrQs
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, 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.