conductor-implement

Execute tasks from a track's implementation plan following TDD workflow

31,392 stars
Complexity: medium

About this skill

The `conductor-implement` skill empowers an AI agent to systematically execute tasks derived from an implementation plan, strictly adhering to a Test-Driven Development (TDD) workflow and predefined workflow rules (e.g., from `conductor/workflow.md`). It provides the agent with structured guidance, best practices, and checklists necessary for navigating complex development tasks, ensuring clarity of goals, validation of outcomes, and delivery of actionable steps for successful implementation.

Best use case

An AI agent needs to implement a software feature or task described in a project's implementation plan, and the development process mandates a TDD approach with specific workflow rules to follow.

Execute tasks from a track's implementation plan following TDD workflow

The AI agent will provide a structured plan, actionable steps, or a detailed breakdown for implementing a given task, ensuring TDD principles are applied, best practices are considered, and validation steps are incorporated. It clarifies requirements, applies relevant development standards, and guides towards a verified outcome.

Practical example

Example input

Implement the 'User Profile Update' feature. Refer to the `user_profile_plan.md` document for the implementation details and ensure all work follows our standard TDD workflow outlined in `conductor/workflow.md`.

Example output

Understood. To implement the 'User Profile Update' feature following TDD and your workflow, I will proceed as follows:

1.  **Clarify Goals & Constraints**: Review `user_profile_plan.md` to identify specific update fields, validation rules, and any integration points. Confirm security requirements.
2.  **Outline Test Cases (Red)**: Define failing unit and integration tests for updating each profile field (e.g., name, email, password) and for error handling (e.g., invalid input, unauthorized access).
3.  **Implement Minimal Code (Green)**: Write the minimal code required to make the defined tests pass for each profile field.
4.  **Refactor & Extend Tests**: Refactor the code for clarity and efficiency. Add additional tests for edge cases, performance, and security vulnerabilities.
5.  **Validate Outcomes**: Verify that all tests pass, the feature behaves as expected according to `user_profile_plan.md`, and adheres to TDD principles. Provide a summary of the implementation and verification steps.

Which specific aspect of 'User Profile Update' would you like to start with, or would you like me to begin by outlining initial failing tests for basic field updates?

When to use this skill

  • Working on implement track tasks or workflows
  • Needing guidance, best practices, or checklists for implement track

When not to use this skill

  • The task is unrelated to implement track
  • You need a different domain or tool outside this scope

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/conductor-implement/SKILL.md --create-dirs "https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/plugins/antigravity-awesome-skills-claude/skills/conductor-implement/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/conductor-implement/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How conductor-implement Compares

Feature / Agentconductor-implementStandard Approach
Platform SupportClaudeLimited / Varies
Context Awareness High Baseline
Installation ComplexitymediumN/A

Frequently Asked Questions

What does this skill do?

Execute tasks from a track's implementation plan following TDD workflow

Which AI agents support this skill?

This skill is designed for Claude.

How difficult is it to install?

The installation complexity is rated as medium. You can find the installation instructions above.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# Implement Track

Execute tasks from a track's implementation plan, following the workflow rules defined in `conductor/workflow.md`.

## Use this skill when

- Working on implement track tasks or workflows
- Needing guidance, best practices, or checklists for implement track

## Do not use this skill when

- The task is unrelated to implement track
- You need a different domain or tool outside this scope

## Instructions

- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.
- If detailed examples are required, open `resources/implementation-playbook.md`.

## Pre-flight Checks

1. Verify Conductor is initialized:
   - Check `conductor/product.md` exists
   - Check `conductor/workflow.md` exists
   - Check `conductor/tracks.md` exists
   - If missing: Display error and suggest running `/conductor:setup` first

2. Load workflow configuration:
   - Read `conductor/workflow.md`
   - Parse TDD strictness level
   - Parse commit strategy
   - Parse verification checkpoint rules

## Track Selection

### If argument provided:

- Validate track exists: `conductor/tracks/{argument}/plan.md`
- If not found: Search for partial matches, suggest corrections

### If no argument:

1. Read `conductor/tracks.md`
2. Parse for incomplete tracks (status `[ ]` or `[~]`)
3. Display selection menu:

   ```
   Select a track to implement:

   In Progress:
   1. [~] auth_20250115 - User Authentication (Phase 2, Task 3)

   Pending:
   2. [ ] nav-fix_20250114 - Navigation Bug Fix
   3. [ ] dashboard_20250113 - Dashboard Feature

   Enter number or track ID:
   ```

## Context Loading

Load all relevant context for implementation:

1. Track documents:
   - `conductor/tracks/{trackId}/spec.md` - Requirements
   - `conductor/tracks/{trackId}/plan.md` - Task list
   - `conductor/tracks/{trackId}/metadata.json` - Progress state

2. Project context:
   - `conductor/product.md` - Product understanding
   - `conductor/tech-stack.md` - Technical constraints
   - `conductor/workflow.md` - Process rules

3. Code style (if exists):
   - `conductor/code_styleguides/{language}.md`

## Track Status Update

Update track to in-progress:

1. In `conductor/tracks.md`:
   - Change `[ ]` to `[~]` for this track

2. In `conductor/tracks/{trackId}/metadata.json`:
   - Set `status: "in_progress"`
   - Update `updated` timestamp

## Task Execution Loop

For each incomplete task in plan.md (marked with `[ ]`):

### 1. Task Identification

Parse plan.md to find next incomplete task:

- Look for lines matching `- [ ] Task X.Y: {description}`
- Track current phase from structure

### 2. Task Start

Mark task as in-progress:

- Update plan.md: Change `[ ]` to `[~]` for current task
- Announce: "Starting Task X.Y: {description}"

### 3. TDD Workflow (if TDD enabled in workflow.md)

**Red Phase - Write Failing Test:**

```
Following TDD workflow for Task X.Y...

Step 1: Writing failing test
```

- Create test file if needed
- Write test(s) for the task functionality
- Run tests to confirm they fail
- If tests pass unexpectedly: HALT, investigate

**Green Phase - Implement:**

```
Step 2: Implementing minimal code to pass test
```

- Write minimum code to make test pass
- Run tests to confirm they pass
- If tests fail: Debug and fix

**Refactor Phase:**

```
Step 3: Refactoring while keeping tests green
```

- Clean up code
- Run tests to ensure still passing

### 4. Non-TDD Workflow (if TDD not strict)

- Implement the task directly
- Run any existing tests
- Manual verification as needed

### 5. Task Completion

**Commit changes** (following commit strategy from workflow.md):

```bash
git add -A
git commit -m "{commit_prefix}: {task description} ({trackId})"
```

**Update plan.md:**

- Change `[~]` to `[x]` for completed task
- Commit plan update:

```bash
git add conductor/tracks/{trackId}/plan.md
git commit -m "chore: mark task X.Y complete ({trackId})"
```

**Update metadata.json:**

- Increment `tasks.completed`
- Update `updated` timestamp

### 6. Phase Completion Check

After each task, check if phase is complete:

- Parse plan.md for phase structure
- If all tasks in current phase are `[x]`:

**Run phase verification:**

```
Phase {N} complete. Running verification...
```

- Execute verification tasks listed for the phase
- Run full test suite: `npm test` / `pytest` / etc.

**Report and wait for approval:**

```
Phase {N} Verification Results:
- All phase tasks: Complete
- Tests: {passing/failing}
- Verification: {pass/fail}

Approve to continue to Phase {N+1}?
1. Yes, continue
2. No, there are issues to fix
3. Pause implementation
```

**CRITICAL: Wait for explicit user approval before proceeding to next phase.**

## Error Handling During Implementation

### On Tool Failure

```
ERROR: {tool} failed with: {error message}

Options:
1. Retry the operation
2. Skip this task and continue
3. Pause implementation
4. Revert current task changes
```

- HALT and present options
- Do NOT automatically continue

### On Test Failure

```
TESTS FAILING after Task X.Y

Failed tests:
- {test name}: {failure reason}

Options:
1. Attempt to fix
2. Rollback task changes
3. Pause for manual intervention
```

### On Git Failure

```
GIT ERROR: {error message}

This may indicate:
- Uncommitted changes from outside Conductor
- Merge conflicts
- Permission issues

Options:
1. Show git status
2. Attempt to resolve
3. Pause for manual intervention
```

## Track Completion

When all phases and tasks are complete:

### 1. Final Verification

```
All tasks complete. Running final verification...
```

- Run full test suite
- Check all acceptance criteria from spec.md
- Generate verification report

### 2. Update Track Status

In `conductor/tracks.md`:

- Change `[~]` to `[x]` for this track
- Update the "Updated" column

In `conductor/tracks/{trackId}/metadata.json`:

- Set `status: "complete"`
- Set `phases.completed` to total
- Set `tasks.completed` to total
- Update `updated` timestamp

In `conductor/tracks/{trackId}/plan.md`:

- Update header status to `[x] Complete`

### 3. Documentation Sync Offer

```
Track complete! Would you like to sync documentation?

This will update:
- conductor/product.md (if new features added)
- conductor/tech-stack.md (if new dependencies added)
- README.md (if applicable)

1. Yes, sync documentation
2. No, skip
```

### 4. Cleanup Offer

```
Track {trackId} is complete.

Cleanup options:
1. Archive - Move to conductor/tracks/_archive/
2. Delete - Remove track directory
3. Keep - Leave as-is
```

### 5. Completion Summary

```
Track Complete: {track title}

Summary:
- Track ID: {trackId}
- Phases completed: {N}/{N}
- Tasks completed: {M}/{M}
- Commits created: {count}
- Tests: All passing

Next steps:
- Run /conductor:status to see project progress
- Run /conductor:new-track for next feature
```

## Progress Tracking

Maintain progress in `metadata.json` throughout:

```json
{
  "id": "auth_20250115",
  "title": "User Authentication",
  "type": "feature",
  "status": "in_progress",
  "created": "2025-01-15T10:00:00Z",
  "updated": "2025-01-15T14:30:00Z",
  "current_phase": 2,
  "current_task": "2.3",
  "phases": {
    "total": 3,
    "completed": 1
  },
  "tasks": {
    "total": 12,
    "completed": 7
  },
  "commits": [
    "abc1234: feat: add login form (auth_20250115)",
    "def5678: feat: add password validation (auth_20250115)"
  ]
}
```

## Resumption

If implementation is paused and resumed:

1. Load `metadata.json` for current state
2. Find current task from `current_task` field
3. Check if task is `[~]` in plan.md
4. Ask user:

   ```
   Resuming track: {title}

   Last task in progress: Task {X.Y}: {description}

   Options:
   1. Continue from where we left off
   2. Restart current task
   3. Show progress summary first
   ```

## Critical Rules

1. **NEVER skip verification checkpoints** - Always wait for user approval between phases
2. **STOP on any failure** - Do not attempt to continue past errors
3. **Follow workflow.md strictly** - TDD, commit strategy, and verification rules are mandatory
4. **Keep plan.md updated** - Task status must reflect actual progress
5. **Commit frequently** - Each task completion should be committed
6. **Track all commits** - Record commit hashes in metadata.json for potential revert

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