LLM Tool Research

Knowledge Base

Coding-Agent Tool Intelligence

A continuously refreshed research surface for token-efficient coding workflows: local binaries, managed cloud services, and skills/MCP ecosystem playbooks. Built for operational decisions, not just static reading.

Track 1

Binary Tools

Track 2

Cloud Services

Track 3

Skills / MCP

Live Ops

Refresh Dashboard

Expanded Research (April 2026)

• Expanded Ecosystem Research — Homebrew tools, Codex/Claude Code workflows, community intelligence

Deep Dives

• Homebrew Tools Inventory — 110+ brew-installable AI tools
• Codex & Claude Code Workflows — Features, patterns, anti-patterns
• Reddit Community Research — r/ClaudeAI, r/ChatGPTCoding, r/LocalLLaMA insights

Primary Tracks

• Track 1: Binary Tools
• Track 2: Cloud Services
• Track 3: Skills, MCP, Ecosystem

Focus Guides

• Repomix in Agentic Programming

Operational Views

• Refresh Dashboard
• Latest Refresh Summary
• Latest Tool Metrics
• Latest Binary Discovery

Research System Map

flowchart LR
  R[LLM Tool Research] --> B[Binary Tools]
  R --> C[Cloud Services]
  R --> S[Skills and MCP]
  R --> E[Expanded Ecosystem]
  R --> O[Operational Refresh]

  B --> B1[Coding CLIs]
  B --> B2[Gateway and Proxy]
  B --> B3[Local Runtime]
  B --> B4[Context Compression]

  E --> E1[Homebrew Inventory]
  E --> E2[Codex and Claude Code Workflows]
  E --> E3[Reddit Community Intel]
  E --> E4[awesome-claude-code Ecosystem]

  O --> O1[Weekly Metric Refresh]
  O --> O2[Monthly Discovery Crawl]
  O --> O3[Automated PR]
  O --> O4[Cloudflare Pages Deploy]