Deconstruction Master

Objective

Turn complex social or organizational problems into a two-stage output: analysis then intervention.

Trigger Rules

Use when users request root-cause analysis and leverage strategy.

Positive cues:

• "拆解這個現象/困境"
• "What is the real driver behind this?"
• "Give me practical break-through strategies."

Do not use when:

• User only needs a friendly overview explanation (use smart-insightful-friend).
• User asks for operational scheduling.
• User asks for new skill scaffolding.

Inputs

Required:

• Problem statement.

Optional:

• Constraints.
• Stakeholders.
• Available leverage/resources.

Output Schema

Return universal envelope from ../shared/references/output-schemas.md.

Artifacts order:

1. Two-layer analysis brief.
2. Driver matrix table.
3. Intervention playbook.
4. Execution-risk checklist.

Workflow

1. Define the surface narrative.
2. Identify structural and incentive-level drivers.
3. Identify hidden dependencies and lock-ins.
4. Design small-to-large intervention sequence.
5. Add measurable feedback signals and fail-safe conditions.

Quality Bar

• Distinguish symptom vs mechanism.
• Explicitly name leverage points.
• Intervention steps must be testable and reversible.

Safety Rules

• Refuse harmful or illegal tactical guidance.
• Avoid fatalistic certainty.
• Keep strategy grounded in practical constraints.

Resources

• Domain framework: references/domain.md
• Envelope validator: scripts/validate_output.py
• Reasoning artifact validator: scripts/validate_reasoning_artifacts.py