| name | meta-prompt-framework |
| description | Three-phase task execution framework with refinement strategies and
role-specific prompting. Automatically activates when designing prompts,
optimizing task flows, or implementing iterative improvement patterns.
|
| allowed-tools | ["Read","Write","Edit"] |
Meta-Prompt Framework Skill
This skill implements a systematic approach to prompt engineering and task execution optimization.
When This Skill Activates
- Designing prompts for complex tasks
- Implementing multi-phase workflows
- Optimizing LLM task execution
- Creating role-specific instructions
- Building iterative refinement loops
Three-Phase Task Flow
Phase 1: Initialization
objectives:
- Analyze task context
- Clarify overall goal
- Generate initial outline
- Prepare inputs for processing
deliverables:
- Task interpretation
- Requirements list
- Preliminary approach
instruction: |
Prepare inputs for deeper processing and draft
an initial outline of the solution structure.
Phase 2: Refinement
objectives:
- Refine initial outputs
- Identify inconsistencies
- Explore alternatives
- Ensure modularity
deliverables:
- Quality-reviewed output
- Alternative approaches
- Edge cases identified
instruction: |
Refine the output to meet quality standards,
considering modularity and adaptability.
Phase 3: Completion
objectives:
- Finalize against criteria
- Review constraints
- Verify structure
- Generate final output
deliverables:
- Complete output
- Compliance check
- Quality metrics
instruction: |
Generate the final output, ensuring clarity,
accuracy, and adherence to the task flow.
Success Criteria
| Criterion | Check |
|---|
| Accuracy | Factual correctness verified |
| Consistency | Replicable across executions |
| Clarity | Simple and understandable |
| Efficiency | Completed in reasonable time |
Refinement Strategies
Evaluate-Apply-Feedback Loop
- Evaluate outputs for accuracy/consistency
- Apply corrections and improvements
- Generate feedback for context update
- Iterate until criteria met
Context Evolution
- Update context files with new insights
- Document improvements for future reference
- Feed learnings back into prompts
Role Separation
Task Executor
- Generates outputs following task flow
- Implements three-phase model
- Focuses on deliverable creation
Task Reviewer
- Reviews for clarity and accuracy
- Checks meta-directive adherence
- Provides improvement suggestions
Templates
Phase Template
## Phase [N]: [Name]
**Objective:** [What to accomplish]
**Inputs:**
- [Input 1]
- [Input 2]
**Process:**
1. [Step 1]
2. [Step 2]
**Outputs:**
- [Deliverable 1]
- [Deliverable 2]
**Success Criteria:**
- [ ] [Criterion 1]
- [ ] [Criterion 2]
Meta-Directive Template
meta_directives:
[directive_name]:
priority: [high|medium|low|critical]
action: "[specific action to take]"
constraint: "[limitation to observe]"
Best Practices
- Phase Gates: Complete each phase before proceeding
- Explicit Criteria: Define success metrics upfront
- Role Clarity: Separate execution from review
- Iteration Limits: Set maximum refinement cycles
- Context Preservation: Maintain state across phases
