validating-review-feedback
Validate code review feedback against implementation plan to prevent scope creep and derailment
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Validate code review feedback against implementation plan to prevent scope creep and derailment
Use when completing tasks, implementing major features, or before merging to verify work meets requirements - dispatches cipherpowers:code-review-agent subagent to review implementation against plan or requirem...
Two-phase workflow to keep project documentation synchronized with code changes
Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until bulletproof aga...
Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skil...
Use when executing implementation plans with independent tasks in the current session - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates
Use when partner provides a complete implementation plan to execute in controlled batches with review checkpoints - loads plan, reviews critically, executes tasks in batches, reports for review between batches
Expert guidance for systematic bug hunting, root-cause analysis, and regression testing. Use this skill when the user reports a bug, unexpected behavior, or when you need to troubleshoot complex issues in the c...
Configures Dependency Injection using Microsoft.Extensions.DependencyInjection and GenericHost. Use when setting up DI container, registering services, or implementing IoC patterns in .NET projects.
Guides deployment preparation and production readiness validation
Release preparation and publish workflow: run tests, bump version, tag, push, and create a GitHub release (and update Homebrew formula if present). Use when asked to cut a release, bump version, create tags, or...
Comprehensive E2E testing for looplia CLI. Tests Docker deployments, published CLI versions, and local development. Verifies workflow execution, skill architecture (v0.6.9+), and command initialization (v0.6.10...
Manage stacked Git branches with Stackit. Use when creating/managing stacked branches, submitting PRs for branch stacks, navigating branch trees, rebasing stacks, syncing with main/trunk, troubleshooting stack...
Repository packaging for AI/LLM analysis. Capabilities: pack repos into single files, generate AI-friendly context, codebase snapshots, security audit prep, filter/exclude patterns, token counting, multiple out...
Git workflow management with atomic commit principles. Capabilities: commit organization, branching strategies, merge/rebase workflows, PR management, history cleanup, staged change analysis, single-responsibil...
Guide for GitHub Actions workflows, test orchestration, parallel testing, adapter builds, releases, and CI/CD configuration. Use when working with .github/workflows/, versions.json, or troubleshooting CI issues...
Systematic code review workflows with bundled utilities for analyzing code quality, detecting patterns, and providing structured feedback. Use this skill when reviewing pull requests or conducting code audits.
Create Spring Boot projects with Java 25 and Spring Boot 4. Use when user wants to create, build, scaffold, setup, or initialize a new Spring Boot application, microservice, REST API, or backend service; asks f...
Test and validate the dotfiles setup process for this repository. Use when the user wants to test the setup script, validate the installation, verify symlinks, troubleshoot setup issues, or check that dotfiles...
Generate concise, technically-focused PR descriptions by analyzing git diff between base and current branch. Creates structured markdown with tasks, notes, and optional diagrams ready for GitHub.
Run CVlization examples on the `ssh l1` GPU host by copying only the needed example directory plus the shared `cvlization/` package into `/tmp`, then launching the example’s Docker scripts.
Java Backend Coding Technology skill for designing, implementing, and reviewing functional Java backend code. Use when working with Result, Option, Promise types, value objects, use cases, or when asked about J...
Triages FiftyOne GitHub issues by categorizing as fixed, won't fix, not reproducible, or still valid. Use when reviewing GitHub issues, triaging bugs, or closing stale issues in the voxel51/fiftyone repository.
Complete deployment system for Holochain hApps with multi-repository coordination, cross-platform builds, and CI/CD automation
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库,同一仓库的多个技能可能共享相同数值;它反映仓库关注度,不代表单个技能的安装量或质量评分。