How does the Implement skill handle project specifications?

The skill scans for files in .wrangler/specifications/ or .wrangler/plans/, extracts tasks or linked issues, and automatically generates a task object list with dependencies for the subagents to follow.

Does this skill work with Git worktrees?

Yes, it includes a mandatory location verification protocol that captures absolute paths and git common-dirs to ensure subagents stay isolated within the correct worktree environment.

What is the 'TDD Compliance Certification'?

It is a mandatory report generated by the implementation subagent for every function created, documenting the test file, Red-Green-Refactor status, and verification results to ensure code quality.

Can I use this skill for a single GitHub issue?

Absolutely. You can run /wrangler:implement issue #ID to have the skill load the issue details via MCP and execute the full implementation and review cycle autonomously.

Autonomous Task Implementation

Name: Autonomous Task Implementation
Author: bacchus-labs

bybacchus-labs

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Productivity & Workflow

Automates the end-to-end development lifecycle from requirement parsing to TDD-based implementation and automated code review.

About

The Implement skill is a powerhouse for Claude Code that enables autonomous execution of complex development tasks. It parses specifications, project plans, or issue ranges to build a structured dependency graph, then dispatches specialized subagents to handle individual tasks. By enforcing a mandatory Test-Driven Development (TDD) workflow and conducting automated code reviews with tiered issue categorization, it ensures high-quality output without requiring constant user intervention. It is particularly effective for large-scale refactors or feature implementations where quality gates and progress tracking are paramount.

Key Features

Mandatory TDD workflow integration with formal compliance certification reporting
3 GitHub stars
Automated multi-tier code review (Critical, Important, Minor) for every implementation step
Intelligent dependency resolution for sequential or parallel task execution
Smart scope parsing for specification files, plan documents, and GitHub/MCP issues
Autonomous subagent dispatch with environment-aware execution and worktree support

Use Cases

Converting a high-level project specification into a series of verified, committed code changes
Executing complex architectural refactors defined in localized plan files with automated testing
Batch-implementing a range of related repository issues without manual step-by-step guidance

About

Key Features

Mandatory TDD workflow integration with formal compliance certification reporting
3 GitHub stars
Automated multi-tier code review (Critical, Important, Minor) for every implementation step
Intelligent dependency resolution for sequential or parallel task execution
Smart scope parsing for specification files, plan documents, and GitHub/MCP issues
Autonomous subagent dispatch with environment-aware execution and worktree support

Use Cases

Converting a high-level project specification into a series of verified, committed code changes
Executing complex architectural refactors defined in localized plan files with automated testing
Batch-implementing a range of related repository issues without manual step-by-step guidance