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Summary: Perform a repo audit for accidentally committed secrets and update .gitignore.
- Context: Sensitive credentials or large artifacts may be present and should be removed or rotated.
- Expected: ...
help wanted
level:intermediate
quality:clean
type:devops
type:security
Summary: Provide a curated section in README linking to easy issues for newcomers.
- Context: Aggregating beginner tasks improves contributor onboarding and reduces maintainers workload.
- Expected: ...
good first issue
help wanted
level:beginner
quality:clean
type:docs
Summary: Admins need a way to preview how prompt templates will render and the provider responses without full
execution.
- Context: Previewing helps validate templates and placeholders before running ...
help wanted
level:intermediate
quality:clean
type:backend
type:feature
Summary: Clients receive inconsistent errors when upstream services fail.
- Context: Normalizing error shapes simplifies frontend error handling.
- Expected: Ensure errors include code, message, and ...
help wanted
level:intermediate
quality:clean
type:backend
type:frontend
Summary: Need a corpus of representative files for load and performance testing of analysis.
- Context: Benchmarks and regression tests need realistic datasets to be meaningful.
- Expected: Curate ...
good first issue
help wanted
level:intermediate
performance
type:testing
Summary: Normalize stored emails to a canonical case to avoid duplicate accounts and login issues.
- Context: Email case sensitivity can cause duplicate accounts and failed lookups.
- Expected: Add ...
help wanted
level:intermediate
quality:clean
type:backend
type:devops
Summary: Automate labeling and welcome messages for new issues to help triage.
- Context: Automated triage reduces manual overhead and improves newcomer experience.
- Expected: Create GitHub workflow ...
good first issue
help wanted
level:beginner
quality:clean
type:devops
Summary: Browser logs are unstructured making it hard to correlate test failures with app logs.
- Context: Structured logs help trace a failing UI scenario back to server logs.
- Expected: Capture ...
help wanted
level:intermediate
quality:clean
type:frontend
type:testing
Summary: Public share creation can be abused by bots or malicious users.
- Context: Rate limits, CAPTCHAs, or email verification can reduce abuse.
- Expected: Add server-side protections like rate ...
help wanted
level:intermediate
quality:clean
type:backend
type:security
Summary: Create beginner-friendly issue templates and guidance for GSSoC participants.
- Context: Clear templates encourage contributions and make mentoring easier.
- Expected: Provide good-first-issue ...
good first issue
gssoc2026
help wanted
level:beginner
type:docs

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