🚀 SprintCore

SprintCore is an AI-powered CLI tool that does a lot of things

1. Suggest bug fixes for react/javascript/nextjs based on your repo using LLM (we use Claude model but can use any). Support for Python and Java coming soon
2. Converts Product Requirement Documents (PRDs) into structured agile artifacts — Epics, Stories, and Subtasks — using AI.
3. Create product requirements Step by step (coming soon)

Built for Engineers, Product Managers, and Team Leads to speed up Sprint Planning.

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🛠 Fix NextJS/React/JS bugs

• 📤 Just describe your bug and AI will suggest the fix in seconds
• 🧠 Index code base locally
• 📤 Uses local vector DB

🛠 PRD -> Story (For PMs and Eng)

• 🧠 PRD → Epic/Story/Subtask generation via AI
• 📤 Export to .json, .yaml, or .md
• 🧪 Supports mock mode for local dev/testing

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📦 Installation

$ git clone https://github.com/spicewoodlabs/sprintcore.git

$ cd sprintcore

$ cp .env.example .env

$ pip install --no-cache-dir --upgrade --force-reinstall sprintcore

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📦 Add OPENAI_API_KEY

Add OPENAI_API_KEY=sk_... in .env

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📦 Add ANTHROPIC_API_KEY (for bug-fix agent)

Add ANTHROPIC_API_KEY=sk_... in .env

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🚀 Usage:: PRD -> Story

$ sprintcore create-story --input sprintcore/examples/prd/prd-flight-booking.md --output stories.yaml --prompt prompt.txt

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🚀 Usage:: Bug Report -> Bug fix

Step 1: Index your codebase/git repo.

This is a one time step unless you add more code. Run the following command from the root directory to index your repo. Pass the source code repo in the --source parameter. Make sure to not index node_modules or other directories. Provide the full path and not the relative path

NextJS

$ sprintcore index-code --lang nextjs --source-code /Users/myuser/code-examples/tsx/ [--index INDEX]

Javascript

$ sprintcore index-code --lang js --source-code /Users/myuser/code-examples/tsx/ [--index INDEX]

Step 2: Query the index (Optional)

Query the index to find top k matching documents

$ sprintcore bug-fix --bug_description "post title is not appearing on the page" --mode query

Step 3: Get code fix recommendations from AI

$ sprintcore bug-fix --bug_description "post title is not appearing on the page" --mode fix_code

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📌 Roadmap

• [x] PRD to Stories CLI - Open Source - Free
• [x] Parse messy, unstructured PRDs (Google Docs, Notion, Markdown) - Open Source - Free
• [x] Generate clean stories with subtasks, labels, estimates - Open Source - Free with limitations
• [x] Slick UI - Paid
• [x] Jira/Linear Copilot - Paid
• [x] Story clustering by similarity - Paid
• [x] Duplicate story detection - Paid
• [x] Create Jira story using natural language prompt - Paid
• [x] Create Jira subtasks using natural language prompt - Paid
• [x] Upload stories in bulk - Paid
• [x] Jira integration - Paid
• [ ] Linear integration - Paid
• [ ] Slack integration - Paid
• [ ] Sprint planning agent - Paid
• [ ] Automated story updates based on git commits and PRs - Paid
• [ ] Automated story updates based on standup notes - Paid
• [ ] Automated story updates based on standup voice recordings - Paid
• [ ] Get info from Jira/Linear using natural language - Paid
• [ ] Create Jira Boards, Jira Sprints using natural language - Paid
• [ ] Capture standup notes (Slack, meetings) and update the right stories - Paid
• [ ] Auto-generate standup summaries based on team activity - Paid
• [ ] Maintain sprint health without manual intervention - Paid
• [ ] Flags stories that are missing key requirements and UI mocks - Paid
• [ ] Clarifies requirements from PM - Paid

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💼 Looking for a hosted and self hosted solution? (Coming Soon)

• 🧭 Unstructured Slack Messages -> Structured Tasks in Jira/Linear
• 📊 Unstructured Notes -> Structured Tasks in Jira/Linear
• 🔁 Standup notes -> Story updates
• 🔁 Git commit -> Story point updates
• 🧭 Full web dashboard with team access
• 🔁 Story deduplication + clustering
• 📊 Sprint velocity tracking
• 🔗 Deep integrations with Jira, Linear, GitHub
• ✅ Priority support and model configuration
• 🔁 Bugfix Jira/Linear integration

👉 Join the waitlist

📝 License

MIT © Spicewood Labs LLC.