# Starter Implement

> Fundamental Execution Phase starter skill. Restores stored plan state and orchestrates step-by-step implementation, code dry-runs, metacognitive self-correction, and debugging.

- Skill: `felipecustodio/starter-implement` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add felipecustodio/starter-implement`
- Raw SKILL.md: https://api.skillmd.com/api/skills/felipecustodio/starter-implement/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- License: MIT
- Author: felipecustodio (https://skillmd.com/u/felipecustodio)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/felipecustodio/starter-implement

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## Overview & Purpose

starter-implement is a starter workflow for for the primary agent loop: IMPLEMENT. It ensures disciplined execution of reasoning frameworks throughout this critical phase.

## Execution Workflow

1. **Import Verified Plan (`session-import`)**: Deserializes stored plan state from disk to initialize memory context.
2. **Execute Step-by-Step (`sequential-thinking`)**: Trace execution steps linearly, allowing dynamic thought revisions when needed.
3. **Code Dry-Run & State Inspection (`code-execution-reasoning`)**: Track memory, loop invariants, and pointer state line by line.
4. **Metacognitive Self-Audit (`metacognitive-monitoring`)**: Monitor execution in real time to detect confidence drift or confirmation bias.
5. **Systematic Debugging (`debugging-approach`)**: If an anomaly or test failure occurs, isolate root causes via binary search troubleshooting.
6. **Serialize Execution State (`session-export`)**: Save final implementation state to disk.

## Expected Output Contract

```markdown
### Agentic Loop Phase: [STARTER-IMPLEMENT]
- **Phase Status**: [Complete / In Progress]
- **Key Deliverables**: [Summary of Phase Output]
- **Hand-off Artifact**: [Exported State / Implementation Code]
```

## Scripts

- `scripts/starter_implement.py` - State serialization and execution helper for starter-implement.

## Gotchas

- Ensure `starter-plan` has exported a valid plan state before triggering `starter-implement`.