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subagent-planificator

协作多智能体规划,通过迭代审议进行。在创建可以从多个专家视角、交叉评审以及通过讨论轮次达成共识的复杂计划时使用。

person作者: jakexiaohubgithub

Subagent Planificator

Orchestrate collaborative planning where specialist subagents create plans, critique each other's work, and iterate toward consensus through structured discussion rounds.

Core Concept

Multiple specialists plan together, not in isolation. They see each other's work and improve it through discussion.

[DRAFT] → [WAIT] → [REVIEW] → [WAIT] → [REFINE] → [CONSENSUS?]
                                                      │
                                          ┌───────────┴───────────┐
                                          │                       │
                                     [CONSENSUS]           [MORE ROUNDS]
                                          │                       │
                                          ▼                       ▼
                                    [MASTER PLAN]          [Repeat refine]

Quick Start

Plan: [what needs planning]

Specialists needed:
- [Specialist A]: [their focus]
- [Specialist B]: [their focus]
- [Specialist C]: [their focus]

Orchestrator creates .plans/session-[id]/, dispatches specialists through draft → review → refine rounds, checks consensus, generates master plan.

Execution Model

YOU ARE THE ORCHESTRATOR: You coordinate rounds, dispatch specialists, manage waiting, synthesize results. You never write plans yourself.

Phase Flow

| Phase | What | Output | Parallel | |-------|------|--------|----------| | draft | Initial plans | draft-[specialist].md | Yes | | review | Cross-review | review-[specialist].md | Yes | | refine | Refine from feedback | refined-[specialist]-round[N].md | Yes | | consensus | Check agreement | (orchestrator action) | No | | master | Combine plans | master-plan.md | No |

Round Cycle

  1. All specialists draft simultaneously → wait for all complete
  2. All specialists review others' drafts → wait for all complete
  3. All specialists refine based on reviews → wait for all complete
  4. Check consensus
  5. If not consensus and rounds < max: repeat from step 2
  6. Generate master plan

Coordination

File-Based Waiting

Specialists wait for dependencies using file polling with sleep:

# Wait for all drafts
while [ $(ls draft-*.md 2>/dev/null | wc -l) -lt 3 ]; do
    sleep 5
done

Critical: Always sleep between checks. Never busy-wait.

See waiting-script.md for full implementation.

Status File

status.yaml tracks progress:

phase: "draft"
rounds:
  current: 1
  max: 5
status:
  backend-architect:
    draft: "complete"
    review: "pending"
    refine: "pending"

Dispatching Specialists

Draft Phase

ROLE: [Specialist]
PHASE: Draft
MISSION: Create initial plan for [topic] from your domain perspective.

CONTEXT: .plans/session-[id]/context.md
OUTPUT: .plans/session-[id]/draft-[your-name].md

Include:
- Summary and approach
- Detailed phases with steps
- Dependencies on other specialists
- Risks and alternatives

Update status.yaml when complete.

Review Phase

ROLE: [Specialist]
PHASE: Review
MISSION: Review other specialists' drafts and provide feedback.

PLANS TO REVIEW:
- draft-[other-specialist-1].md
- draft-[other-specialist-2].md

WAIT: Before reviewing, poll for all draft files with 5s sleep.

OUTPUT: review-[your-name].md

For each plan:
- Strengths
- Concerns (specific, actionable)
- Alignment with your plan
- Conflicts identified

Update status.yaml when complete.

Refine Phase

ROLE: [Specialist]
PHASE: Refine Round [N]
MISSION: Refine your plan based on reviews.

REVIEWS: review-[specialist-1].md, review-[specialist-2].md
WAIT: Poll for all review files with 5s sleep.

OUTPUT: refined-[your-name]-round[N].md

Include:
- Changes from previous version (with reasons)
- Addressed feedback (how, or why not)
- Convergence notes (where you now agree with others)
- Remaining concerns

Update status.yaml when complete.

See plan-templates.md for full formats.

Consensus Checking

After each refine round, check for consensus:

Positive Signals

  • "Aligned with [other]'s approach"
  • "Incorporated [feedback]"
  • "Converged on [decision]"

Negative Signals

  • "Fundamentally disagree"
  • "Cannot proceed if [condition]"
  • "This conflicts with [requirement]"

Decision

IF no_negative_signals AND min_positive_per_specialist >= 2:
    consensus = full
    
ELSE IF negative_signals <= 2 AND movement_toward_agreement:
    consensus = partial
    trigger_another_round
    
ELSE IF rounds < max:
    trigger_another_round
    
ELSE:
    document_divergence
    proceed_to_master

See consensus-criteria.md for full algorithm.

Master Plan Generation

ROLE: Master Planner
MISSION: Combine refined plans into unified master plan.

INPUTS: All refined plans, all reviews from final round
OUTPUT: master-plan.md

Include:
- Executive summary
- Consensus decisions
- Specialist contributions by domain
- Integrated plan (phases, owners, steps)
- Resolved conflicts
- Open items
- Combined risk assessment
- Divergent views (if any)

File Structure

.plans/
└── session-[id]/
    ├── context.md              # Planning brief
    ├── status.yaml             # Coordination
    ├── draft-[spec].md         # Initial plans
    ├── review-[spec].md        # Cross-reviews
    ├── refined-[spec]-r[N].md  # Refined plans
    └── master-plan.md          # Final combined plan

Specialist Selection

| Domain | Agent Type | |--------|------------| | Architecture | architect-review | | Security | code-reviewer | | Frontend | frontend-developer | | Backend | backend-security-coder | | DevOps | devops-troubleshooter |

Counts: 2-3 for simple plans, 3-5 for standard, 5-7 for complex.

Critical Rules

  1. Orchestrator coordinates, never plans - You manage, not write
  2. Specialists must wait - Poll with sleep before dependencies
  3. Incremental saving - Save progress as you go
  4. Constructive review - Improve, don't attack
  5. Explicit disagreement - Explain why, don't stay silent
  6. Max rounds cap - Stop at 5 even without full consensus

Progress Reporting

Session: [id]
Round: [N]/5
Phase: [draft|review|refine]
Status:
  - [Specialist A]: [complete|in_progress|pending]
  - [Specialist B]: [complete|in_progress|pending]

Final: Consensus level, divergent views (if any), output path.

Integration

  • deep-agent-review: Use planificator to plan remediation after review
  • subagent-orchestration: Use master plan as input for implementation
  • the-council: Council for decisions, Planificator for comprehensive plans

Quick Reference

1. Create .plans/session-[id]/ with context.md, status.yaml
2. Draft: dispatch all specialists in parallel, wait for files
3. Review: dispatch all specialists, each waits for all drafts
4. Refine: dispatch all specialists, each waits for all reviews
5. Check consensus → if not and rounds < 5, goto 3
6. Master: dispatch agent to synthesize
7. Report to user

Reference Documentation