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Objective Normalize match-result display text across the Analyst Workspace so grammar is correct everywhere while preserving raw imported/source result values. Manual QA after Phase 10R.4B confirmed ...
analyst-workspace
bug
enhancement
podcast-readiness

In data_preprocessing.py, the preprocess_sentiment_data() function creates a single LabelEncoder instance and reuses it across all categorical columns in a loop. Each call to fit_transform() overwrites ...
gssoc:approved
level:beginner
ml/ai
type:bug

Summary search_multiple searches each codebase sequentially, and it only ever returns results grouped per codebase — there is no way to ask across all my repos, where is the single best match? . Two improvements: ...
enhancement

Contexto Setup do email corporativo auraxis.com.br via Google Workspace Business Starter (decisão tomada em 2026-05-26 via brainstorming, plano completo aprovado). Atualmente bloqueado externamente pelo ...
infrastructure

User Story As a developer using the sk toolchain, I want to run sk harness init in any project so that I can instantly scaffold a universal harness config (harness.yaml + .harness/ dirs + optional CI ...
enhancement
harness
priority:high

Problem summary make setup-sandbox fails on Windows with error 255 Expected behavior When I execute this command make setup-sandbox, I can pull the image successfully. Actual behavior don t pull image, ...

Symptom The 2026-05-30 ephemeral-rebuild EC2 run died inside add_base_constraints_and_indexes with: psycopg.errors.NotNullViolation: column cached_at of relation cache_metadata contains null values ...
bug

Surfaced Audit 10907 self-audit, 2026-05-30. Scope Remove three references to docs/10920-cws-listing-corrections-2026-05-27.md from docs/runbooks/10907-runbook-amo-publish.md. The canonical AMO listing ...

Describe the bug backend/main.py has 5 interconnected bugs that prevent the backend from starting at all: 1. Duplicate import re — re is imported at line 8 and again at line 15 (after import secrets). ...
backend
gssoc:approved
level:advanced
ml/ai
type:bug
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