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

1. Converts Product Requirement Documents (PRDs) into structured agile artifacts — Epics, Stories, and Subtasks — using AI.

2. Suggest bug fixes based on your code using AI

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

• 🧠 PRD → Epic/Story/Subtask generation via AI
• 📤 Export to .json, .yaml, or .md
• 🧪 Supports mock mode for local dev/testing
• 🔌 Ready for Jira integration (Linear support coming soon)
• ✨ Designed for extension (clustering, deduplication, planning, etc.)

• 📤 Just describe your bug and AI will suggest the fix in seconds
• 🧠 Index code base locally
• 📤 Uses local vector DB
• 🔌 Ready for Jira/Linear (Paid feature)

• 🧭 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

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

$ cd sprintcore

$ cp .env.example .env

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

Add OPENAI_API_KEY=sk_... in .env

--

Add ANTHROPIC_API_KEY=sk_... in .env

--

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

This is a one time step unless you add moee 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

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

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

Query the index to find top k matching documents

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

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

• PRD to Stories CLI - Open Source - Free
• Parse messy, unstructured PRDs (Google Docs, Notion, Markdown) - Open Source - Free
• Generate clean stories with subtasks, labels, estimates - Open Source - Free with limitations
• Slick UI - Paid
• Jira/Linear Copilot - Paid
• Story clustering by similarity - Paid
• Duplicate story detection - Paid
• Create Jira story using natural language prompt - Paid
• Create Jira subtasks using natural language prompt - Paid
• Upload stories in bulk - Paid
• 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

MIT © Spicewood Labs LLC.