AI Development Workflows Prompt Engineering Tools

Structured prompt systems and methodologies for guiding multi-phase AI-assisted software development from planning through deployment. Does NOT include general prompt libraries, workflow orchestration platforms, or single-purpose automation tools.

There are 44 ai development workflows tools tracked. 1 score above 50 (established tier). The highest-rated is VersusControl/devops-ai-guidelines at 67/100 with 865 stars. 1 of the top 10 are actively maintained.

Get all 44 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=prompt-engineering&subcategory=ai-development-workflows&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	VersusControl/devops-ai-guidelines First AI Journey for DevOps - with comprehensive learning paths, practical...	67	Established	865	Go
2	nurettincoban/ai-prd-workflow A structured prompt pipeline that turns vague ideas into implementable RFCs...	48	Emerging	235	Shell
3	ShaerWare/ai-development-partner 🤖 Transform AI assistants into full-stack development team members. System...	38	Emerging	16	—
4	verist-ai/verist Replay + diff for AI decisions. Deterministic, audit-first workflow kernel.	34	Emerging	2	TypeScript
5	marsming4032351-star/ai-design-workflow AI-Driven Design Workflow System \| AI 驱动的室内设计工作流系统	33	Emerging	2	Python
6	R-cloud-git/ai-craft 🐙 AI Craft delivers structured workflow prompts for software development...	24	Experimental	2	—
7	alisson92/devops-ai-agents-framework A specialized AI agents framework for DevOps and Cloud operations. Features...	23	Experimental	1	CSS
8	SilviaZhong/ai-daily-report-x-skill Generate AI daily reports and turn any selected news into publishable X content	23	Experimental	1	—
9	Farh4nHanz/ai-engineering-playbook Turn AI into a senior engineer with structured prompts for code review,...	23	Experimental	1	—
10	Vt2103/ai-prompt-workflow-engine 🤖 Streamline AI prompt management with this Python library for chaining...	22	Experimental	—	Python
11	darck0071/ai-development-partner 🤖 Transform Claude/GPT into a powerful tech and business partner to...	22	Experimental	—	—
12	nottvixn/devops-journey 🚀 Track your DevOps journey with a structured learning log, project...	22	Experimental	—	Go
13	Aldik-dev/devops-ai-guidelines 🤖 Master AI in DevOps with guidelines, learning paths, and resources to...	22	Experimental	—	Go
14	toniacprado/aidev-repo-template Reusable AI development repo template with Codex-first workflow standards.	22	Experimental	—	Python
15	Paulzhang2023/Dify-DSL-collection Dify DSL collection收集Dify工作流文件DSL，这里很多文件并不是本人原创，而是收集而来，感谢原作者。目前我是初学github，后面会加入大量原创内容	22	Experimental	25	TypeScript
16	pryeraaron95-code/aether-ai-toolkit Experimental AI tools, deliberately designed with a little chaos and a lot...	22	Experimental	—	JavaScript
17	Automater89/AI-Enablement-Toolkit Practical templates and frameworks for building enterprise AI enablement...	22	Experimental	—	—
18	gaofeng21cn/redcube-ai Node/ESM workflow for fully automated high-quality illustrated notes,...	22	Experimental	—	JavaScript
19	Devvekariya711/ai-development-workflow The Exact Prompt Stack System — From Idea to Live App in 8 Sequential...	20	Experimental	1	TypeScript
20	zsoftly/ai-craft Structured workflow prompts for software development with AI - covering...	19	Experimental	—	Shell
21	SD-Khan/ai-assisted-engineering-playbook A practical operating model for AI-assisted software engineering using tools...	19	Experimental	—	—
22	dondetir/DevFlow Where AI Meets Engineering Discipline	18	Experimental	3	—
23	betmoar/ai-dev-guides These guides are designed to help teams and individuals leverage AI tools...	17	Experimental	31	—
24	guilherme-dionysio/ai-prompt-workflow-engine AI Prompt Workflow Engine - Chain multiple AI prompts with automatic...	16	Experimental	1	Python
25	geogeotatsuki/-Plum-Blossom-Divination-Comprehensive-Non-Linear-Agile-Development-Model- 融合梅花易數至非線性邏輯，進行敏捷開發(Agile)的推卦指示(Prompt)工程。	15	Experimental	1	—
26	Subbyal/ai-system-ownership 🤖 Own and scale AI systems in production with reliable workflows and robust...	14	Experimental	—	—
27	DannyVojcak/prompt-tornado-workflows Example AI workflows for Prompt Tornado, the control plane for AI orchestration	14	Experimental	—	—
28	jharter-stack/ai-workflows ai-workflows — Multi-step prompt systems for business, research, and creative work	14	Experimental	—	—
29	Nyanna/XY.AI.Workbench XY.AI Workbench – Eclipse RCP solution for LLM-augmented workflows....	14	Experimental	—	Java
30	joseneto-ai/python-ai-tools Python utilities for AI automation workflows — message classification,...	14	Experimental	—	Python
31	e-candeloro/Credem_Hack_2025 AI-powered document processing pipeline for Credem Hackathon 2025. Leverages...	13	Experimental	—	Jupyter Notebook
32	rainerigius/AutoCodeAI An experimental toolkit that transforms natural language prompts into...	13	Experimental	2	Python
33	Stephman1/ai-diy Code for AI DIY episodes. AI DIY is a video series that shows non-tech and...	12	Experimental	1	JavaScript
34	TitAndAnium/ai-workbase Not a hype showcase. Just solid AI workflows, prompt structures, and...	11	Experimental	—	JavaScript
35	Stinger05189/think-first-workflow-guide A guide to building ambitious projects with AI by front-loading the...	11	Experimental	—	HTML
36	dakshaladia/identity-verification-automation Identity Verification across various types of documents such as Passports &...	11	Experimental	—	Python
37	AbdulrahmanAlbaz/autoflow-ai-agent 🤖 AutoFlow is an AI-powered Python tool that uses GPT-4 to turn natural...	11	Experimental	—	Python
38	dev2foo/dev2foo SysAdmin Building AI Tools for Technologists @dev2deploy	11	Experimental	—	—
39	danilocaffaro/ai-agent-templates 🤖 Free AI agent templates for ChatGPT, Claude & Gemini. Copy-paste system...	11	Experimental	—	—
40	dbfl2026/db-work-samples AI ops work samples: audit workflow, prompts, QA	11	Experimental	—	—
41	Ricardo-Mendoza-Rodriguez/Ricardo-Mendoza Building practical systems in Data, AI, and Automation — playbooks,...	11	Experimental	—	—
42	nileshgarg-tech/craftpatent Modern patent drafting and quality assessment platform. Streamlines patent...	11	Experimental	—	Python
43	bartoska-git/autoflow-prototype AI-powered onboarding prototype for workflow automation. AI classifier,...	11	Experimental	—	TypeScript
44	SaM-92/TemplateAIDev A logical, standardized, and flexible project structure designed for...	10	Experimental	1	Python

Comparisons in this category

devops-ai-guidelines and devops-ai-agents-framework (67 vs 23)