release-backend
Release AutoWSGR Python backend to PyPI and GitHub. USE WHEN: bumping backend version, publishing to PyPI, creating backend release, tagging backend build. Includes mandatory local CI check before push.
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Release AutoWSGR Python backend to PyPI and GitHub. USE WHEN: bumping backend version, publishing to PyPI, creating backend release, tagging backend build. Includes mandatory local CI check before push.
Guides parallel exploration of multiple implementation approaches using git worktrees. Use when facing decisions with multiple valid paths. Triggers on: explore options, compare approaches, parallel exploration.
Use when adding, removing, or changing any public API surface in this repo (method signatures, class members, interface members, enum values, constructor parameters, or serialization behavior). Guides a systematic backward-compatibility check before committing.
Deploy and test Linux CTF challenges across cloud providers (AWS, Azure, GCP). Use when testing CTF setup, validating challenges work correctly, running the full test suite, or verifying services survive VM reboots.
Comprehensive knowledge base for jzero framework (enhanced go-zero). Use this skill when working with jzero to understand correct patterns for REST APIs (Handler/Logic/Context architecture), RPC services (service discovery, load balancing), Gateway services, database operations (sqlx, MongoDB, caching), resilience patterns (circuit breaker, rate limiting), and jzero-specific features (git-change-based generation, flexible configuration, custom templates). Essential for generating production-ready jzero code that follows framework conventions.
Create and manage git worktrees for parallel development and testing
Clone or update https://github.com/vibe-motion/procedural-fish and render procedural-fish animation to a video using the project's own render command. Use when the user asks to render 程序鱼/procedural fish, export a 程序鱼视频, or run procedural-fish Remotion rendering.
Handle EF Core schema changes in Egroo. Use for: adding or changing entity properties, owned types, relationships, indexes, table mappings, naming conventions, or anything in DataContext/OnModelCreating that changes the PostgreSQL schema. Covers when to add a migration, how to update the database, and what to verify afterwards.
Apply consistent Material Design UI theming in Egroo using MudBlazor. Use for: adding or updating colors, typography, elevation; ensuring new components follow the orange-on-dark palette; fixing visual inconsistencies; new MudBlazor components that need correct Color/Variant/Elevation props; CSS scoped overrides for theme-integrated layout. Covers the Egroo dark palette, component usage patterns, and the rules for keeping CSS and MudTheme in sync.
Clone or update https://github.com/sxhzju/ruler-progress-animator and render a ruler progress video with default parameters. Use when users ask for requests like "绘制个尺子进度条", "做个尺子进度动画", "渲染 ruler progress", or ask to export the default demo video from this project.
GitHub Spec-Kit integration for constitution-based spec-driven development. 7-phase workflow (constitution, specify, clarify, plan, tasks, analyze, implement). Use when working with spec-kit CLI, .specify/ directories, or creating specifications with constitution-driven development. Triggered by "spec-kit", "speckit", "constitution", "specify", references to .specify/ directory, or spec-kit commands.
Create, generate, or scaffold GitHub Actions workflows, action.yml, or .github/workflows CI/CD pipelines.
Create, generate, or scaffold .gitlab-ci.yml pipelines, stages, and jobs.
Validate, lint, audit, fix GitHub Actions workflows (.github/workflows).
Validate, lint, audit, or fix .gitlab-ci.yml pipelines, stages, and jobs.
Autonomous iterative improvement loop. Agent modifies code, verifies against metrics, keeps improvements or reverts failures, and repeats. Uses git as memory — each change is committed, measured, and kept or discarded. Runs until a target metric is hit or max iterations reached. Triggers on: "autoresearch", "auto improve", "iterative improvement", "autonomous loop", "hill climb"
Daily consolidation dashboard — reads outputs from all routines (morning, linear, github, community, strategy, meetings, metrics) and generates a unified HTML dashboard. Trigger when user says 'dashboard', 'generate dashboard', 'overview', 'consolidation', or 'general panel'.