Prompt file imported from Ankh-Studio/copilot-enterprise-eval-plugin (.windsurf/workflows/iterative-improvement-cycle.md). Copyright stays with the author.

Iterative Improvement Cycle

Name: iterative-improvement-cycle
Author: Ankh-Studio

Continuous improvement workflow for artifact refinement through evaluation cycles.

Steps

1. Inspect

Input: Artifact path and improvement goals
Action: Analyze current state and identify improvement opportunities
Output: Baseline assessment and improvement targets

2. Analyze

Input: Artifact content and improvement targets
Action: Detailed evaluation with specific feedback:
- Apply comprehensive rubric assessment
- Identify specific areas needing improvement
- Generate actionable recommendations
Output: Detailed improvement roadmap

3. Execute (Improvement Implementation)

Input: Improvement roadmap and artifact
Action: Implement targeted improvements:
- Apply specific recommendations
- Refine content based on feedback
- Maintain core functionality while enhancing quality
Output: Improved artifact version

4. Verify

Input: Improved artifact and original baseline
Action: Comparative evaluation:
- Re-evaluate improved artifact
- Compare scores against baseline
- Validate improvement effectiveness
Output: Improvement validation report

5. Summarize

Input: Complete improvement cycle results
Action: Generate improvement summary:
- Before/after quality comparison
- Implemented changes and their impact
- Recommendations for further cycles
Output: Complete improvement documentation

Inputs

artifact_path: Path to artifact for improvement
improvement_goals: Optional specific areas to focus on
max_cycles: Optional maximum improvement iterations

Expected Outputs

improvement_history: Record of all improvement cycles
quality_progression: Score improvements over time
final_artifact: Optimized version of the artifact
cycle_recommendations: Further improvement suggestions

Example Usage

/iterative-improvement-cycle --artifact-path .github/prompts/code-review.prompt.md --max-cycles 3

Execution Command

node scripts/apply-pack.js improve-artifact --path <artifact-path> --cycles <max-cycles>

This workflow enables systematic artifact improvement through iterative evaluation and refinement cycles.

# Iterative Improvement Cycle Continuous improvement workflow for artifact refinement through evaluation cycles. ## Steps ### 1. Inspect - **Input**: Artifact path and improvement goals - **Action**: Analyze current state and identify improvement opportunities - **Output**: Baseline assessment and improvement targets ### 2. Analyze - **Input**: Artifact content and improvement targets - **Action**: Detailed evaluation with specific feedback: - Apply comprehensive rubric assessment - Identify specific areas needing improvement - Generate actionable recommendations - **Output**: Detailed improvement roadmap ### 3. Execute (Improvement Implementation) - **Input**: Improvement roadmap and artifact - **Action**: Implement targeted improvements: - Apply specific recommendations - Refine content based on feedback - Maintain core functionality while enhancing quality - **Output**: Improved artifact version ### 4. Verify - **Input**: Improved artifact and original baseline - **Action**: Comparative evaluation: - Re-evaluate improved artifact - Compare scores against baseline - Validate improvement effectiveness - **Output**: Improvement validation report ### 5. Summarize - **Input**: Complete improvement cycle results - **Action**: Generate improvement summary: - Before/after quality comparison - Implemented changes and their impact - Recommendations for further cycles - **Output**: Complete improvement documentation ## Inputs - **artifact_path**: Path to artifact for improvement - **improvement_goals**: Optional specific areas to focus on - **max_cycles**: Optional maximum improvement iterations ## Expected Outputs - **improvement_history**: Record of all improvement cycles - **quality_progression**: Score improvements over time - **final_artifact**: Optimized version of the artifact - **cycle_recommendations**: Further improvement suggestions ## Example Usage ```bash /iterative-improvement-cycle --artifact-path .github/prompts/code-review.prompt.md --max-cycles 3 ``` ## Execution Command ```bash node scripts/apply-pack.js improve-artifact --path <artifact-path> --cycles <max-cycles> ``` This workflow enables systematic artifact improvement through iterative evaluation and refinement cycles.

{ "prompt": "# Iterative Improvement Cycle\n\nContinuous improvement workflow for artifact refinement through evaluation cycles.\n\n## Steps\n\n### 1. Inspect\n\n- **Input**: Artifact path and improvement goals\n- **Action**: Analyze current state and identify improvement opportunities\n- **Output**: Baseline assessment and improvement targets\n\n### 2. Analyze\n\n- **Input**: Artifact content and improvement targets\n- **Action**: Detailed evaluation with specific feedback:\n - Apply comprehensive rubric assessment\n - Identify specific areas needing improvement\n - Generate actionable recommendations\n- **Output**: Detailed improvement roadmap\n\n### 3. Execute (Improvement Implementation)\n\n- **Input**: Improvement roadmap and artifact\n- **Action**: Implement targeted improvements:\n - Apply specific recommendations\n - Refine content based on feedback\n - Maintain core functionality while enhancing quality\n- **Output**: Improved artifact version\n\n### 4. Verify\n\n- **Input**: Improved artifact and original baseline\n- **Action**: Comparative evaluation:\n - Re-evaluate improved artifact\n - Compare scores against baseline\n - Validate improvement effectiveness\n- **Output**: Improvement validation report\n\n### 5. Summarize\n\n- **Input**: Complete improvement cycle results\n- **Action**: Generate improvement summary:\n - Before/after quality comparison\n - Implemented changes and their impact\n - Recommendations for further cycles\n- **Output**: Complete improvement documentation\n\n## Inputs\n\n- **artifact_path**: Path to artifact for improvement\n- **improvement_goals**: Optional specific areas to focus on\n- **max_cycles**: Optional maximum improvement iterations\n\n## Expected Outputs\n\n- **improvement_history**: Record of all improvement cycles\n- **quality_progression**: Score improvements over time\n- **final_artifact**: Optimized version of the artifact\n- **cycle_recommendations**: Further improvement suggestions\n\n## Example Usage\n\n```bash\n/iterative-improvement-cycle --artifact-path .github/prompts/code-review.prompt.md --max-cycles 3\n```\n\n## Execution Command\n\n```bash\nnode scripts/apply-pack.js improve-artifact --path <artifact-path> --cycles <max-cycles>\n```\n\nThis workflow enables systematic artifact improvement through iterative evaluation and refinement\ncycles.", "variables": [], "notes": "Continuous improvement workflow for artifact refinement through evaluation cycles", "metadata": { "source": { "provider": "github-windsurf-workflows", "repository": "https://github.com/Ankh-Studio/copilot-enterprise-eval-plugin", "path": ".windsurf/workflows/iterative-improvement-cycle.md", "ref": "d329718a5314b3f7a97eadf32fa39309a268e2a3", "url": "https://github.com/Ankh-Studio/copilot-enterprise-eval-plugin/blob/d329718a5314b3f7a97eadf32fa39309a268e2a3/.windsurf/workflows/iterative-improvement-cycle.md", "key": "Ankh-Studio/copilot-enterprise-eval-plugin/.windsurf/workflows/iterative-improvement-cycle.md" } } }

iterative-improvement-cycle

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