Sprint planning automation starts where the conversation happens. contextprompt joins your planning meeting on Zoom, Google Meet, Slack, or Teams, records the discussion, scans your connected repositories, and extracts structured coding tasks with real file paths and implementation steps. Your sprint backlog is populated before the meeting room empties.
Get started freeNo API keys needed. Free plan includes 1 hour/month.
The meeting is the easy part. The 2 hours of ticket creation afterward is where sprint planning breaks down.
A 30-minute planning meeting generates 8-12 tasks. Writing each ticket with enough context for a developer to act on takes 5-10 minutes. That is 40 minutes to 2 hours of administrative work after every planning session, done by your most expensive engineers.
The nuance of a planning discussion rarely survives the journey from meeting room to ticket tracker. Edge cases, technical constraints, and specific implementation preferences discussed verbally get lost. Developers receive tickets that are a lossy compression of the original conversation.
When ticket creation is slow, sprints start before the backlog is ready. Developers pick up tasks that are half-written, ask clarifying questions that were already answered in the meeting, and block on missing context. The first two days of every sprint become a second planning session.
contextprompt replaces the most tedious part of sprint planning with automation that preserves every detail.
less time on ticket creation
context lost post-meeting
from meeting end to tasks
contextprompt processes the meeting transcript as soon as the call ends. Within minutes, structured coding tasks appear in your dashboard with file paths, implementation steps, and confidence levels. No manual ticket creation required.
Every task includes the exact transcript quotes that prompted it, attributed to the speaker who said them. Edge cases, constraints, and preferences discussed in the meeting are captured and linked to the relevant task. Nothing gets lost.
Tasks are structured with real file paths from your repos, step-by-step implementation plans, and confidence levels. Copy any task into Claude Code, Cursor, or your preferred AI coding assistant and start building immediately.
Here is what a sprint planning session looks like with contextprompt.
One-time setup: add your project repositories from the contextprompt dashboard. The tool indexes your file tree, exports, function signatures, and types. Takes seconds.
Drop the Zoom, Google Meet, Slack, or Teams link into contextprompt. The AI bot joins as a participant and records the entire planning session with speaker identification.
contextprompt cross-references the transcript against your repo map. It identifies every coding task discussed, maps them to real file paths, generates implementation steps, and assigns confidence levels.
Tasks appear in the contextprompt dashboard. Review, adjust, and one-click copy into your project management tool or directly into an AI coding assistant. Your sprint starts immediately.
“The fact that it maps to real file paths in my repo is what sold me. I paste the output into Claude Code and it just works.”
Automate your sprint planning for free. Upgrade when your team needs more hours.
1 hour/month of recording
Repo-aware task extraction
All meeting platforms
15 hours/month of recording
GitHub issue integration
Priority support
Free plan includes 1 hour/month. No credit card required.