ashrafee-dev/scamshield-api

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A scam detection service built with FastAPI.

Stars: 3
Forks: 10
Open beginner issues: 0
Indexed issues: 40
Avg merge: 14h 44m
Merged PRs (30d): 9

Dominant language: Python
License: MIT
Last GitHub push: Sep 17, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue

Beginner friendly Everything

Open All

40 open issues indexed

Make scripts/check.sh fail on test errors Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

ashrafee-dev/scamshield-api#73 · Opened Sep 7, 2026
Add global API exception handlers Open

good first issue

Difficulty 4/5 3-5 days Newbie friendliness 55/100

ashrafee-dev/scamshield-api#72 · Opened Sep 7, 2026
Add a readiness check for external services Open

good first issue

Difficulty 4/5 3-5 days Newbie friendliness 48/100

ashrafee-dev/scamshield-api#71 · Opened Sep 7, 2026
Use the email sender in scam analysis Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 55/100

ashrafee-dev/scamshield-api#70 · Opened Sep 7, 2026
Add tests for sensitive-data filtering Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

ashrafee-dev/scamshield-api#69 · Opened Sep 7, 2026
Document proxy-aware client IP handling Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 55/100

ashrafee-dev/scamshield-api#68 · Opened Sep 7, 2026
Add timeouts to DeepSeek requests Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 72/100

ashrafee-dev/scamshield-api#66 · Opened Sep 7, 2026
Fail clearly when DEEPSEEK_API_KEY is missing Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

ashrafee-dev/scamshield-api#64 · Opened Sep 7, 2026
Add email input length limits Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 68/100

ashrafee-dev/scamshield-api#63 · Opened Sep 7, 2026
Constrain risk-assessment certainty Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

ashrafee-dev/scamshield-api#62 · Opened Sep 7, 2026
Run tests and lint on pull requests Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 70/100

ashrafee-dev/scamshield-api#61 · Opened Sep 7, 2026
Handle malformed DeepSeek responses gracefully Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 68/100

ashrafee-dev/scamshield-api#60 · Opened Sep 7, 2026
Validate DeepSeek responses with riskAssessment Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

ashrafee-dev/scamshield-api#59 · Opened Sep 7, 2026
Centralize supported audio MIME types Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

ashrafee-dev/scamshield-api#57 · Opened Sep 7, 2026
Validate MAX_FILE_SIZE configuration Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

ashrafee-dev/scamshield-api#56 · Opened Sep 7, 2026
Replace print statements with logging Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

ashrafee-dev/scamshield-api#55 · Opened Sep 7, 2026
Share temporary audio-file handling Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 68/100

ashrafee-dev/scamshield-api#54 · Opened Sep 7, 2026
Always clean up temporary audio files Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 70/100

ashrafee-dev/scamshield-api#53 · Opened Sep 7, 2026
Add rate-limit behavior tests Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 74/100

ashrafee-dev/scamshield-api#52 · Opened Sep 7, 2026
Handle Redis connection failures gracefully Open

good first issue

Difficulty 4/5 3-5 days Newbie friendliness 55/100

ashrafee-dev/scamshield-api#51 · Opened Sep 7, 2026
Add a Redis fixture or mock for tests Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 68/100

ashrafee-dev/scamshield-api#49 · Opened Sep 7, 2026
Load the Whisper model lazily Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 70/100

ashrafee-dev/scamshield-api#47 · Opened Sep 7, 2026
Mock Whisper transcription in endpoint tests Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 72/100

ashrafee-dev/scamshield-api#46 · Opened Sep 7, 2026
Mock DeepSeek calls in endpoint tests Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 75/100

ashrafee-dev/scamshield-api#45 · Opened Sep 7, 2026
Add WebSocket validation tests Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 68/100

ashrafee-dev/scamshield-api#44 · Opened Sep 7, 2026
Add tests for unsupported audio formats Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 75/100

ashrafee-dev/scamshield-api#43 · Opened Sep 7, 2026
Add tests for oversized audio uploads Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

ashrafee-dev/scamshield-api#42 · Opened Sep 7, 2026
Add validation tests for invalid email payloads Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 82/100

ashrafee-dev/scamshield-api#41 · Opened Sep 7, 2026
Add a contributor setup guide Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

ashrafee-dev/scamshield-api#40 · Opened Sep 7, 2026
Document the API endpoints in README Open

good first issue

Difficulty 1/5 1-3 hours Newbie friendliness 86/100

ashrafee-dev/scamshield-api#39 · Opened Sep 7, 2026
Improve the example.env template Open

good first issue

Difficulty 1/5 Under an hour Newbie friendliness 88/100

ashrafee-dev/scamshield-api#37 · Opened Sep 7, 2026
Document backend environment variables Open

good first issue

Difficulty 1/5 Under an hour Newbie friendliness 88/100

ashrafee-dev/scamshield-api#36 · Opened Sep 7, 2026
Fix the email quickstart example Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 82/100

ashrafee-dev/scamshield-api#35 · Opened Sep 7, 2026
Add tests for the health check endpoint Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

ashrafee-dev/scamshield-api#34 · Opened Sep 7, 2026
Concurrency: Add Multi-User Processing Open

good first issue

ashrafee-dev/scamshield-api#20 · 1 comment · 1 assignee · Opened Jul 23, 2026
Refinement: WebSocket Binary Framing Open

good first issue

Difficulty 4/5 3-5 days Newbie friendliness 42/100

ashrafee-dev/scamshield-api#13 · Opened Jul 20, 2026
Security: Early Rate Limit Validation Open

good first issue security

Difficulty 3/5 1-2 days Newbie friendliness 55/100

ashrafee-dev/scamshield-api#12 · Opened Jul 20, 2026
Performance: Non-blocking Transcription Open

performance

Difficulty 3/5 1-2 days Newbie friendliness 55/100

ashrafee-dev/scamshield-api#10 · Opened Jul 20, 2026
Infrastructure: Dockerize the application Open

good first issue

Difficulty 4/5 3-5 days Newbie friendliness 45/100

ashrafee-dev/scamshield-api#8 · Opened Jul 19, 2026
get_assessment: Filtering may reduce assessment accuracy Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ashrafee-dev/scamshield-api#6 · Opened Jul 19, 2026

ashrafee-dev/scamshield-api

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