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6 boosters for "prompting" — AI-graded, open source, ready to install

409 Skills428 Agents500 MCP Servers1031 Prompts
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"prompting"
Agent
B

Get Shit Done (GSD)

Get Shit Done (GSD) is a meta-prompting and context engineering system that helps developers coordinate AI-assisted workflows across multiple platforms while preventing quality degradation from context window bloat. Developers building with Claude, OpenCode, Gemini, and Codex benefit from its structured Plan→Execute→Verify→Complete pipeline.

by gsd-build
claude-codecontext-engineering
21.3k
1.9k
CC
MCP Server
C

Langfuse MCP Server

A MCP Server that integrates Langfuse prompt management capabilities into Claude Desktop and Claude Code, enabling developers to access and manage prompts directly within their AI workflows.

by langfuse
langfusemodel-context-protocol
15637
CDCC
Prompt
B

cortexgraph — System Prompt

Heuristic scoring (no AI key configured).

by prefrontal-systems
aiai-assisstant
275
CCCDCuWS
Agent

MRF for Agents: Metaprompting Refinement Framework

🧵 HoloLoom: Neural decision-making system with weaving architecture. Combines multi-scale embeddings, knowledge graphs, Thompson Sampling exploration, and PPO reinforcement learning through a unique computational weaving metaphor.

by blakechasteen
2
CCCD
Prompt
C

FACET — System Prompt

FACET is a markup language and authoring system for structured AI prompting that enables human-readable, machine-deterministic configuration across multiple AI platforms (Claude, ChatGPT, Cursor, Windsurf). It helps developers create reusable, validated prompts with strict syntax rules, type checking, and built-in transformations.

by rokoss21
aiai-agents
1
CCCDCuWS
Prompt
D

image-gin-plugin — Windsurf Rules

A Windsurf prompt booster that provides comprehensive coding guidelines for AI-assisted development, emphasizing careful requirement reading, project structure respect, and avoiding common implementation pitfalls. It benefits developers using Windsurf who need systematic prompting patterns to ensure high-quality AI assistance.

by lossless-group
ai-image-generationobsidian-plugin
WS