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#prompt-engineering (30 Repositories)

Ranked open-source repositories tagged with #prompt-engineering, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

82.0%

Avg Review Latency

31.5h

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30 repositories tagged #prompt-engineering

S TierJavaScript 4.9k 10 GFIs

conorbronsdon/avoid-ai-writing

Skill that audits and rewrites content to remove AI writing patterns. Use it with your favorite agents including Claude Code, OpenClaw, Codex, and Hermes.

76.8%
Merge Rate
4h
First Review
75%
1st-Timers
15
Maintainers
A TierPython 847 1 GFIs

promptdriven/pdd

Prompt Driven Development (PDD): The Last Programming Language™. Prompt files are source; code is generated output.

72.9%
Merge Rate
17h
First Review
63%
1st-Timers
6
Maintainers
A TierPython 22.5k

comet-ml/opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

72.4%
Merge Rate
-
First Review
66%
1st-Timers
63
Maintainers
A TierPython 11.8k

Arize-ai/phoenix

AI Observability & Evaluation

76.4%
Merge Rate
-
First Review
44%
1st-Timers
70
Maintainers
A TierPython 7.2k 3 GFIs

kyegomez/swarms

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

43.4%
Merge Rate
-
First Review
18%
1st-Timers
17
Maintainers
A TierPython 2.3k

zenstory-ai/drama-skills

开源 AI 短剧/漫剧创作 skill 合集:剧本、角色资产、分镜 storyboard、图片/视频提示词、审查,适配 Claude Code 与 Codex | Open-source AI short drama / micro-drama skills for Claude Code & Codex: script, assets, storyboard, image & video prompts, review. MIT.

91.8%
Merge Rate
21h
First Review
100%
1st-Timers
2
Maintainers
A TierSwift 949

repoprompt/repoprompt-ce

Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.

68.0%
Merge Rate
-
First Review
65%
1st-Timers
26
Maintainers
A TierJavaScript 146

prasadpatil25/MindSpark

MindSpark - Mind Map for Everyone

100.0%
Merge Rate
6h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 50.1k

Imbad0202/academic-research-skills

Academic Research Skills for Claude Code: research → write → review → revise → finalize

90.2%
Merge Rate
2d
First Review
44%
1st-Timers
6
Maintainers
A TierPython 4.0k 1 GFIs

microsoft/apm

Agent Package Manager

73.4%
Merge Rate
2d
First Review
50%
1st-Timers
53
Maintainers
A TierPython 286

majiayu000/spellbook

Cross-runtime skills for Claude Code, Codex, and multi-agent workflows.

95.8%
Merge Rate
9h
First Review
100%
1st-Timers
0
Maintainers
A TierTypeScript 4.9k

langwatch/langwatch

Open-Source Agent Observability & Evals for AI Platform teams. Trace, test, route and govern every agent & coding assistant in the company.

73.0%
Merge Rate
1d
First Review
46%
1st-Timers
22
Maintainers
A TierPython 225

Prysai/Prysai-LLM-Playbook

An evidence-led, eight-locale LLM playbook: a transferable core, the Codex flagship track, and adapters for ChatGPT, Claude Code, Gemini, DeepSeek, and Grok.

86.7%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
A TierRust 3.7k

Open-Less/openless

Hold a key, speak, release — AI-polished text appears at your cursor in any app. Open-source voice input for macOS & Windows. (按住快捷键说话,松开即得润色后的文字)

83.2%
Merge Rate
4d
First Review
48%
1st-Timers
20
Maintainers
A TierTypeScript 25.9k

promptfoo/promptfoo

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

63.6%
Merge Rate
1d
First Review
43%
1st-Timers
61
Maintainers
A TierJavaScript 3.9k

Leonxlnx/unlazy

Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, so effort multiplies with depth. Grounded in 2025-2026 research on model laziness, underthinking and premature completion.

65.2%
Merge Rate
4h
First Review
75%
1st-Timers
8
Maintainers
A TierPython 4.7k

Jia-Ethan/codex-keysmith

Versioned Codex instruction deployment with preview, ownership manifests, hook isolation, scenario evaluation, and recovery.

91.5%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
A TierJavaScript 39.9k

github/awesome-copilot

Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

55.2%
Merge Rate
1d
First Review
54%
1st-Timers
70
Maintainers
A TierTypeScript 479

Brhiza/mingyu

八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式玄学算命占卜工具包,输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。

81.4%
Merge Rate
-
First Review
50%
1st-Timers
3
Maintainers
A TierJavaScript 358

devswha/patina

AI-writing humanizer for KO/EN/ZH/JA

90.9%
Merge Rate
6d
First Review
67%
1st-Timers
1
Maintainers
A TierJavaScript 159.8k

DietrichGebert/ponytail

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

32.0%
Merge Rate
19h
First Review
25%
1st-Timers
102
Maintainers
A TierPython 160

tinqiao-oss/engramory

A portable memory protocol for AI agents — load it as standing rules; a curation discipline + reference spec + optional cap hook.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
B TierTypeScript 2.0k

filiksyos/gitreverse

Reverse engineer any repo into it's original prompt

95.3%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
B TierPython 153

MohamedAbdallah-14/unslop

Make AI output sound human. Strips AI-isms (sycophancy, stock vocab, hedging stacks, em-dash pileups), preserves code/URLs/headings. Plugin for Claude Code, Cursor, Windsurf, Codex, Cline, Copilot, Gemini.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
B TierPython 386

TensorOpsAI/LLMstudio

Framework to bring LLM applications to production

100.0%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
B TierShell 21.1k

jnMetaCode/agency-agents-zh

🎭 277 个即插即用的 AI 专家角色 — 支持 Claude Code/Cursor/Copilot 等 20 种工具,覆盖工程/设计/营销/金融等 20 个部门。含 64 个中国市场原创智能体(小红书/抖音/微信/飞书/钉钉/Qt 上位机/机械设计)。搭配编排器 agency-orchestrator,一句话即可让多位专家按 DAG 自动协作。

80.6%
Merge Rate
9d
First Review
100%
1st-Timers
2
Maintainers
B TierPython 438

LB623/no-negative-echo

让 Codex 根据最终结果生成标题、注释、commit 和 PR,减少被否决方案在交付中的残留。

100.0%
Merge Rate
3d
First Review
100%
1st-Timers
0
Maintainers
A TierPHP 115

promptphp/deck

A Laravel package for versioned AI prompt management with variable interpolation, performance tracking & A/B testing.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
B TierTypeScript 222

AtlasCloudAI/awesome-seedance-2.5-prompts-skills

100+ curated Seedance 2.5 prompts with real video previews, plus an installable Agent Skill that optimizes prompts, creates storyboards, and generates videos via Seedance models.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
B TierPython 114

ianarawjo/evalstats

Statistical analysis for LLM evaluations, from model and prompt comparisons to inference resilient to LLM judge bias, including at small sample sizes. All defaults battle-tested in Monte Carlo simulations.

100.0%
Merge Rate
4d
First Review
100%
1st-Timers
0
Maintainers