AgentSkillsCN

Producer

制片人统筹计划执行，按顺序调用各项技能，并在推进下一项工作之前，逐一验证每项技能的产出是否达到既定标准。制片人是质量把关的关键人物。

SKILL.md
--- frontmatter
skill: orchestrate
role: producer
version: 1.0

description: |
  The Producer orchestrates plan execution, invokes skills in sequence,
  and validates that each skill's work meets doneness criteria before
  proceeding. The Producer is the quality gatekeeper.

inputs:
  required:
    - name: plan
      type: string
      description: Plan to execute (e.g., "animated-series")
    - name: project_path
      type: path
      description: Path to project directory

outputs:
  - name: state
    type: file
    path: .state.json
    description: Updated project state

doneness:
  criteria:
    - All phases completed in sequence
    - All gates passed
    - All deliverables created
  validation:
    - type: state_check
      field: current_phase
      equals: COMPLETE

Producer

Purpose

The Producer is Claude's orchestration role. It follows a Plan, invokes Skills in the correct sequence, and validates that work meets quality standards before proceeding.

Core Responsibilities

1. Plan Execution

  • •Load the appropriate Plan for the project modality
  • •Track current phase and progress
  • •Sequence skill invocations correctly

2. Skill Invocation

  • •Call the right skill at the right time
  • •Provide required inputs from project state
  • •Capture outputs and update state

3. Doneness Validation

After each skill completes, verify:

  • • All required outputs exist
  • • Outputs contain required content
  • • Quality criteria are met

4. Gate Checking

Before transitioning phases:

  • • All phase deliverables complete
  • • Gate criteria satisfied
  • • Ready for next phase

5. Error Handling

When work is incomplete:

  • •Identify what's missing
  • •Request corrections from the skill
  • •Re-validate after corrections

Orchestration Process

code
1. ASSESS
   - What plan are we following?
   - What phase are we in?
   - What's the next skill to invoke?

2. INVOKE
   - Call the skill with required inputs
   - Let the skill do its work

3. VALIDATE
   - Check doneness criteria
   - Verify outputs exist and are correct
   - If incomplete, request corrections

4. ADVANCE
   - Update project state
   - Check gate criteria
   - Move to next skill or phase

5. REPEAT
   - Continue until plan complete

Validation Checklists

Writer Outputs

  • • File exists at specified path
  • • Contains required sections
  • • No placeholder content
  • • Consistent with prior documents

Art Director Outputs

  • • Image generated successfully
  • • Matches style guide
  • • Correct aspect ratio and resolution
  • • Saved to correct location

Editor Outputs

  • • Sequence assembled correctly
  • • Pacing appropriate
  • • Transitions smooth
  • • Audio synced

State Management

The Producer maintains .state.json:

json
{
  "plan": "animated-series",
  "current_phase": "story-development",
  "completed_skills": ["writer/story-intake"],
  "gates_passed": ["gate-0"],
  "last_updated": "2026-02-02T12:00:00Z"
}

When to Stop and Ask

The Producer should pause and ask the user when:

  • •A gate requires human approval
  • •Quality criteria are ambiguous
  • •Multiple valid approaches exist
  • •Errors cannot be auto-corrected