Execute structured humans-in-the-loop idea-to-code workflows: plan ideas, enforce TDD and incremental development, resolve git conflicts, debug CI failures on GitHub Actions, optimize Dockerfiles, apply design patterns, manage test infrastructure, and commit with prechecks using specialized skills, commands, and hooks.
Capture mistake or improvement opportunity with 5 whys analysis
Stage all changes, review the uncommitted changes, generate a descriptive commit message, and commit changes.
Ignore unstaged changes, review the staged changes, generate a descriptive commit message, and commit changes.
Run ./gradlew precommitCheck before committing changes
Walk me through the design decisions in the design document one by one. This includes:
Consult the design pattern catalog before implementing or refactoring code.
When stuck on a problem, formulate a well-structured question and copy it to the clipboard for pasting into ChatGPT. Claude should use this skill when debugging efforts stall or when an outside perspective would help.
Provides a pre-commit checklist and commit message formatting standards for this project. Claude should use this skill when creating git commits to ensure messages follow project conventions, including proper co-authorship attribution and concise formatting.
Guidelines for watching CI builds and diagnosing failures. Claude should use this skill when watching a CI build or investigating why a CI build failed.
Provides Dockerfile best practices for this project. Claude should use this skill when creating or modifying Dockerfiles to ensure optimal layer caching by ordering instructions from most stable to least stable.
Matches all tools
Hooks run on every tool call, not just specific ones
Executes bash commands
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Hook triggers when Bash tool is used
Hook triggers when Bash tool is used
npx claudepluginhub humansintheloop-dev/humansintheloop-dev-workflow-and-tools --plugin idea-to-codeEnd-to-end development workflow: design → draft-plan → orchestrate → review → pr-create → pr-review → pr-merge
Persona-driven AI development team: orchestrator, team agents, review agents, skills, slash commands, and advisory hooks for Claude Code
A curated set of skills for each stage of development — propose, spec, design, plan, implement, ship.
Code transformation: Dev SDLC orchestrator (code-shipping pipeline), plan, assert, audit, review, test, refactor, debug, for-sure. Hosts engineering agents.
PROJECT.md-first autonomous development with hybrid auto-fix documentation. 8-agent pipeline, auto-orchestration, docs auto-update on commit (true vibe coding). Knowledge base system with 90% faster repeat research. Strict mode enforces SDLC best practices automatically. Works for ANY Python/JavaScript/TypeScript/Go project.
Virtual development team: TDD, debugging, code review, backlog management, and proven workflow patterns