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Hello Mentor (@asheesh109),
I would like to contribute to KisanAI by implementing a multilingual agricultural Q A assistant chatbot.
I propose to use a RAG (Retrieval-Augmented Generation) pipeline that: ...
Rafiaminhaj
What to build
Compress the largest skill prompts (ship-loop ~397 lines, site-audit ~308, progress-tracker ~266, issue-worker ~227)
using the caveman-compress pattern: keep all technical substance, commands, ...
meta-improvement
ready
mattbutlerengineering
Hello Mentor (@souma9830),
I would like to contribute to SnapPass-AI by implementing a robust Python AI pipeline for:
1. Automated Background Removal using pre-trained deep learning segmentation models. ...
What to build
Rebalance the RemoteTrigger schedule to match capacity reality (peak availability Fridays, near-empty ready queue):
1. Move the weekly deep-audit trigger from Monday to Friday
2. Reduce ...
meta-improvement
Problem
The generated JSON files can be internally inconsistent, and CI does not currently catch it.
A few examples from the current data:
- GB 22.8 has contributors: 68, but both sponsor and country ...
bug
ci
data-pipeline
priority: medium
priethor
Pre-flight checklist
- [x] I have searched the existing issues
- [x] I have read the contributing guidelines
Describe the bug
Production by volume and pricing charts often don t show the last present ...
agilno
bug
bexodim
Summary
Reports hub and report panels mostly follow the production design tokens, but drill-down tables and the spending heatmap
still rely on default Ant Design surfaces and hard-coded colors.
Expected ...
enhancement
priority:medium
temaby
What to build
Scheduled automation loops (ship-loop, issue-worker, ci-monitor) should invoke mbe agent run with --adapter auto so
rate-limited days fail over through the existing cascade (claude - gemini ...
meta-improvement
ready
🟢 Good First Issue: Add Color Theme: Harbor Lanterns — Beginner-Friendly Open Source Contribution
 Difficulty: Beginner No Code ...
community
enhancement
first-timers-only
good first issue
hacktoberfest
help wanted
low hanging fruit
up-for-grabs
tentoumushii
What to build
turbo.json defines the test:contract task twice; the second definition silently overrides the first. Remove the
duplicate, keeping the intended configuration (cache disabled), with a one-line ...
ready
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Learn how you can use GitHub Issues to plan and track your work.
Save views for sprints, backlogs, teams, or releases. Rank, sort, and filter issues to suit the occasion. The possibilities are endless.Learn more about GitHub IssuesProTip! Restrict your search to the title by using the in:title qualifier.