ZaxbyHub/ragappv3 - 2페이지

config-env-contract-check

Audit environment and configuration contracts across backend settings, frontend env usage, Docker, Compose, CI, docs, and examples. Use when changing config, deployment, root paths, CORS, settings schemas, env examples, or Docker files.

원문 언어: 영어

pr-review-database-api

PR review checklist for database-backed FastAPI + SQLite + React APIs. Use when reviewing changes that touch API response models, database queries, or frontend-backend data contracts.

원문 언어: 영어

ship

Orchestrate any code change from requirements to merge-ready PR — scope-calibrated from small fixes to full features. Composes /spec, /implement, /review, and /research with depth that scales to the task: lightweight spec and direct implementation for bug…

원문 언어: 영어

council-advisory-triage

How to distinguish blocking vs advisory findings from council review, especially final council. Prevents unnecessary rework from misclassified advisory concerns.

원문 언어: 영어

fastapi-rate-limiting-integration

Patterns for integrating rate limiting into FastAPI applications using slowapi. Covers decorator signatures, dependency injection, and common pitfalls.

원문 언어: 영어

python-async-sqlite

Safe patterns for using SQLite with asyncio in FastAPI and other async Python applications. Covers the async-to-thread trap, cursor thread-safety, and transaction rollback handling.

원문 언어: 영어

review-finding-validator

Validate external reviewer, CI, audit, swarm, or PR findings as claims before implementing or reporting them. Use when given a bundle of review findings, requested-changes comments, audit output, or suspected regressions that must be classified with evidence.

원문 언어: 영어

tech-debt-ci-review

Deep technical debt and CI stability audit for identifying test theater, missing or mis-scoped tests, actual and potential test failures, flaky-test risk, dependency/toolchain brittleness, and structural debt that prevents PRs from going green safely.

원문 언어: 영어

post-removal-sweep

Exhaustive multi-pattern search after removing a code pattern to ensure no remnants remain in any code path.

원문 언어: 영어

hidden-coupling-cochange

Lessons: architecture (10)

원문 언어: 영어

hidden-coupling-vault-auth

Lessons: architecture (3)

원문 언어: 영어

reviewing-dependencies

Validate new and changed dependencies, imports, install commands, lockfile entries, and runtime tool assumptions for package hallucinations, slopsquatting, cross-ecosystem confusion, and version validity.

원문 언어: 영어