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Scope
The token vault (scripts/signal-token-vault.mjs:88-104) encrypts OAuth credentials with AES-256-GCM using a single key
derived from SIGNAL_TOKEN_ENCRYPTION_KEY. There is no key versioning: rotating ...
backend
P1
security
Experiment: S3 + SQLite vs DynamoDB for URI Deduplication
Context
The data pipeline ingests posts from social media platforms (Bluesky, Reddit, Twitter) and must avoid re-processing URIs
it has already ...
Make LLM.py to launch ollama, so there won t be a need to launch it separately.
enhancement
Severity: Major Source: full app audit (code-reviewer), 2026-06-12
File: backend/apps/enrollments/serializers.py (72%, missing 300-302, 322-357, 376-385, 470, 475-476)
Problem The uncovered branches ...
app:enrollments
severity:major
Severity: Major (latent) Source: full app audit (code-reviewer), 2026-06-12
File: backend/apps/enrollments/models.py:157-187
Problem Cache invalidation for enrollment:{user_id}:{course_id} lives in instance ...
app:enrollments
severity:major
Severity: Major Source: full app audit (code-reviewer), 2026-06-12
Files: backend/apps/enrollments/models.py:157-187; backend/apps/videos/permissions.py:239-246
Problem IsEnrolled (videos) queries Enrollment.objects.filter(..., ...
app:enrollments
severity:major
What to build
A CampaignSession module (plain Python, zero Qt) in sin_guide/core/ that owns the guide engine, campaign timer, player
level, and current zone behind one small interface. The app shell becomes ...
architecture
needs-triage
Severity: Major Source: full app audit (code-reviewer), 2026-06-12 — verified empirically
File: backend/apps/enrollments/serializers.py:359-385
Problem The timestamp logic (completed_at, last_watched_at, ...
app:enrollments
bug
severity:major
Preflight Checklist
- [x] I have searched existing requests and this feature hasn t been requested yet
- [x] This is a single feature request (not multiple features)
Problem Statement
Currently ...
area:permissions
area:tui
enhancement
Scope
Two related gaps:
1. Session tokens (scripts/signal-session-token.mjs:75, default TTL 1h) have no revocation mechanism beyond marking the
session record revoked — verify whether token verification ...
backend
P1
security

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