[ Multipliers ]

Multipliers

A living list of multipliers — the reusable artifacts, practices, and methods that raise what one mind can build. Curated, and growing.

8 multipliers

• Agent Skills ↗

  Anthropic's format for packaging instructions, scripts, and resources that an agent loads on demand to do a specific job better; ships an initial open-source set of 17.

  skill LEVERAGE
  link github.com/anthropics/skills more www.anthropic.com/news/skills by @anthropics

• BMAD-Method ↗

  A spec-driven framework that orchestrates named persona-agents (analyst, PM, architect, developer, QA) across a full development lifecycle.

  workflow INTENT
  link github.com/bmad-code-org/BMAD-METHOD by @bmad-code-org

• Chain-of-Thought Prompting ↗

  Appending "Let's think step by step" elicits intermediate reasoning and sharply improves performance on multi-step problems — the smallest multiplier: one phrase, written once.

  prompt JUDGMENT
  link www.promptingguide.ai/techniques/cot more arxiv.org/abs/2201.11903

• Claude Code ↗

  An agentic coding harness that runs a model in a loop over your codebase — reading files, calling tools, executing, and iterating — with subagents for context economy.

  harness LEVERAGE
  link github.com/anthropics/claude-code more docs.claude.com/en/docs/claude-code/overview by @anthropics

• Fabric ↗

  An open-source framework of 230+ reusable prompt "patterns" — each a crafted system prompt stored as markdown that you can pipe into any model from the terminal.

  prompt INTENT
  link github.com/danielmiessler/Fabric by @danielmiessler

• GitHub Spec Kit ↗

  A toolkit for spec-driven development that makes the specification an executable, first-class artifact driving plans, tasks, and code.

  workflow INTENT
  link github.com/github/spec-kit more github.blog/ai-and-ml/generative-ai/spec-driven-development-with-ai-get-started-with-a-new-open-source-toolkit by @github

• Model Context Protocol ↗

  An open standard giving agents a common way to reach tools and data — thousands of servers with pre-built connectors for GitHub, Slack, Postgres, Google Drive and more.

  tool LEVERAGE
  link modelcontextprotocol.io more github.com/modelcontextprotocol/servers by @modelcontextprotocol

• Ponytail ↗

  A Claude Code skill that makes the agent "think like the laziest senior dev in the room" — walking a restraint ladder before writing, so it produces the minimum code that works.

  skill JUDGMENT
  link github.com/DietrichGebert/ponytail by @DietrichGebert