ContextQMD
Libraries
Rankings
Queue
About
Log in
Get started
Open menu
Back to Libraries
Woods
woods
GitHub
woods
lost-in-the/woods
lostinthewoods
lost-in-the
lostinthe
Homepage
6 versions
48 pages (1.5.0)
5 aliases
6
Versions
48
Pages (1.5.0)
5
Aliases
Pages
Versions
Usage
1.5.0
▼
stable
Woods Agent Guide
What Woods Provides
MCP Server Setup
Index Server
Console Server
+28 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/A...
23.8 KB
Full page
Woods Architecture
Pipeline Overview
What Is an ExtractedUnit?
How Does Extraction Work?
Eager Loading
+22 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/A...
16.2 KB
Full page
Backend Adaptability Matrix
Persistence Story
Vector Stores
Database compatibility
pgvector (PostgreSQL Extension)
+43 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/B...
34.7 KB
Full page
Configuration Reference
CI-Only Extraction (Subset of Extractors)
Docker Extraction with Environment-Based Paths
Environment-Conditional Embedding Provider
Core Options
+18 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/C...
17.9 KB
Full page
Console MCP Server Setup
Option A: Stdio via Rake (Recommended)
Prerequisites
How It Works
MCP Client Configuration
+47 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/C...
42.4 KB
Full page
Woods Coverage Gap Analysis: Retrospective
Methodology
Perspective 1: Senior Rails Developer
Top 5 Missing Use Cases
Perspective 2: Tech Lead / Architect
+7 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/C...
26.0 KB
Full page
Agentic Strategy Guide
Core Principles
1. Retrieve, Don't Guess
2. Start Narrow, Expand As Needed
3. Budget Awareness
+58 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
48.3 KB
Full page
Console MCP Server
What This Enables
Architecture
System Overview
Relationship to woods
+35 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
46.5 KB
Full page
Context Formatting & Chunking Strategy
Chunking Strategy
The Tension
Current Approach: Semantic Chunking
Open Question: Chunk Independence vs. Context Dependency
+17 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
22.4 KB
Full page
Flow Extraction
Error Classes
Proposed Solution: FlowAssembler
Architecture Overview
Components
+36 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
29.7 KB
Full page
Model Extraction Fixes — Signal Quality for AI Consumption
Fixes and Their Impact on AI Consumption
1. All Models Now Get Semantic Chunks
2. Validation and Callback Conditions Are Serializable
3. Implicit belongs_to Validators Tagged
+6 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
8.0 KB
Full page
Operations
Schema Management
The Problem
Strategy: Generator + Standalone Tasks
Schema Versioning
+37 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
53.9 KB
Full page
Woods Optimization & Best Practices Review
Critical: Performance
1. ✅ Git Data Extraction — N+1 Shell Commands — RESOLVED
2. ✅ Repeated File Reads Within Each Extractor — RESOLVED
3. ✅ O(n^2) Model Name Scanning in Dependency Extraction — RESOLVED
+54 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
19.0 KB
Full page
Persistence, Bootstrap Flow, and Query Performance
1. Problem
2. Design principles
3. Architecture
3.1 On-disk layout
+25 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
37.0 KB
Full page
Claude Toolkit Design for Woods
Solution
Architecture
Layer 1: Rules (always-loaded context)
Layer 2: Skills (reusable instruction sets)
+5 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
4.9 KB
Full page
Shared AST Layer, RubyAnalyzer & FlowAssembler
Solution
Design Decisions
Why merge the AST layer?
Why Prism over other parsers?
+34 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
26.6 KB
Full page
Woods: Proposal & Deep Plan
Problem Statement
What Exists Today
What's Missing
What Woods Does
+38 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
23.4 KB
Full page
Design Documents
Plans
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
2.0 KB
Full page
Retrieval Layer Architecture
Table of Contents
Design Principles
1. Backend Agnosticism
2. Layered Retrieval
+65 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
79.8 KB
Full page
Design & Documentation Review
Findings Summary
Critical Code Bugs
B-001: ✅ EXTRACTORS key mismatch breaks incremental extraction — RESOLVED
B-002: ✅ Missing types in `re_extract_unit` — RESOLVED
+35 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/d...
14.1 KB
Full page
Docker Setup Guide
Installation
1. Add the gem
2. Run the install generator
3. Run migrations
+24 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/D...
11.2 KB
Full page
Embedding Models
Switching models
Why `num_ctx` isn't enough
Adding a new model to the registry
When to stay on `nomic-embed-text`
+2 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/E...
5.2 KB
Full page
Woods Extractor Reference
The Five Phases
Two Discovery Strategies
Eager Loading
What Every Extractor Returns
+45 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/E...
31.5 KB
Full page
Frequently Asked Questions
Does Woods work without Rails?
What Rails versions does Woods support?
Does Woods work with MySQL?
How large a codebase can Woods handle?
+44 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/F...
22.2 KB
Full page
Getting Started
Supported versions
1. Install the Gem
2. Configure
Storage Presets
+14 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/G...
10.5 KB
Full page
MCP HTTP Transport Evaluation
HTTP/SSE Transport Support
What's Available Out of the Box
Usage Pattern
Rails Controller Integration
+13 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/M...
10.4 KB
Full page
MCP Servers
Choosing the Right Tool
Index Server
Setup
Claude Code Configuration
+23 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/M...
11.9 KB
Full page
Woods MCP Tool Cookbook
Understanding Your Codebase
"What models do we have?"
"How is the User model structured?"
"What callbacks fire when Order saves?"
+45 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/M...
26.7 KB
Full page
MCP Registration in Git Worktrees
Fix: Add a `.mcp.json` to the Worktree Root
How Plugin Discovery Works
Verifying MCP Registration for a Subagent
Option 1: List tools from a claude session in the worktree
+4 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/M...
6.3 KB
Full page
Notion Integration
Setup
1. Create a Notion Integration
2. Create Notion Databases
3. Share Databases with Integration
+16 more
github.com/lost-in-the/woods/blob/v1.5.0/docs/N...
8.0 KB
Full page
1–30 of 48
1
2
Page 1