pareto-audit

Trigger Patterns

Activation phrases for multi-skill-orchestrator-mcp:

• "run a pareto audit on..."
• "apply 80/20 analysis to..."
• "identify the vital 20%..."
• "what should I prune from..."
• "pareto my workflow"
• "find the leverage points in..."
• "what's the 80/20 of..."

---

Input Schema

domain:
  type: string
  required: true
  description: Business domain context (startup, engineering, product, marketing, career, workflow)

goal:
  type: string
  required: true
  description: Primary objective with measurable target and timeframe

activities:
  type: array[string]
  required: true
  min_items: 3
  max_items: 20
  description: Current activities consuming time/resources

outputs:
  type: string
  required: false
  description: Observed metrics, results, or baseline data (improves analysis quality)

---

Execution Protocol

State 1: INPUT VALIDATION
  └─ Validate required fields (domain, goal, activities)
  └─ Normalize activity list (deduplicate, standardize format)
  └─ Extract implicit metrics from outputs field
        ↓
State 2: CONTRIBUTION MAPPING
  └─ For each activity, estimate contribution to goal (0-100%)
  └─ Apply Pareto heuristics: identify natural 80/20 clustering
  └─ Flag activities with <5% contribution as trivial
        ↓
State 3: VITAL 20% EXTRACTION
  └─ Select top contributors summing to ~80% output
  └─ Generate insight explaining WHY each is vital
  └─ Identify hidden dependencies between vital activities
        ↓
State 4: TRIVIAL 80% ANALYSIS
  └─ List remaining activities
  └─ Generate prune_reason for each (specific, actionable)
  └─ Distinguish between prune (stop entirely) and defer (pause temporarily)
        ↓
State 5: UNCONVENTIONAL REFRAMES
  └─ Identify 3 conventional assumptions in the input
  └─ Generate Pareto-inverted perspectives
  └─ Apply reasoning modes: Reflective, Unconventional, Non-linear
        ↓
State 6: ACTION MATRIX GENERATION
  └─ Rank actions by (expected_impact × 1/effort)
  └─ Include exactly 5 actions
  └─ First action must be achievable within 24 hours
        ↓
State 7: RECURSIVE NOTE
  └─ Identify when to re-run audit (milestone or time-based)
  └─ Preview what the next Pareto layer will likely reveal

---

Output Schema (JSON)

{
  "summary": "string — One sentence capturing the core insight",

  "vital_20": [
    {
      "activity": "string",
      "contribution_pct": "number (0-100)",
      "insight": "string — Why this activity matters disproportionately"
    }
  ],

  "trivial_80": [
    {
      "activity": "string",
      "contribution_pct": "number (0-100)",
      "prune_reason": "string — Specific, actionable reason to stop or defer"
    }
  ],

  "unconventional_reframes": [
    {
      "conventional_assumption": "string",
      "pareto_reframe": "string — Inverted perspective applying 80/20 logic"
    }
  ],

  "action_matrix": [
    {
      "rank": "number (1-5)",
      "action": "string — Specific, actionable step",
      "expected_impact": "enum: high | medium | low",
      "effort": "enum: high | medium | low"
    }
  ],

  "recursive_note": "string — When and why to re-run this audit"
}

---

Integration Points

Surface	Method	Identifier
multi-skill-orchestrator-mcp	npm package	pareto_audit
Genesis Conductor Coalition	Plugin gateway	coalition-gateway entitlement
QMCP	MCP tool surface	mcp.genesisconductor.io
Direct HTTP	REST API	POST /api/audit
Slack Integration	Bot mention	@pareto-audit

---

PCE Reasoning Modes

The Pareto Cognitive Engine applies five reasoning modes during analysis:

1. Reflective — Examines assumptions embedded in the input
2. Unconventional — Inverts standard optimization logic
3. Non-linear — Identifies compounding effects and second-order consequences
4. Strategic — Evaluates timing and sequencing of actions
5. Hedonistic — Considers sustainable effort allocation and energy management

---

Rate Limits

Tier	Audits	Features
Free	3/day/IP	Standard analysis
Pro ($19/mo)	Unlimited	+ Export, history, saved templates
Team ($149/mo)	Unlimited	+ Team comparisons, aggregated insights

---

Part of the Genesis Conductor thermodynamic AI orchestration ecosystem.