Multi Program Manager Agent Skill

Multi-Program Manager

Manage and compare multiple affiliate programs as a portfolio — overview, performance comparison, diversification strategy, program switching decisions, and revenue allocation. Output is a portfolio dashboard with strategic recommendations and a weekly action plan.

Stage

S7: Automation — Most affiliates either promote too few programs (concentration risk) or too many (effort dilution). This skill applies portfolio thinking to affiliate marketing: analyze your programs like investments, identify which to double down on, maintain, or drop, and allocate your limited time for maximum ROI.

When to Use

• User manages multiple affiliate programs and wants a strategic overview
• User asks "which program should I focus on?" or "should I drop this program?"
• User wants to diversify their affiliate income
• User says "compare my programs", "portfolio review", "program strategy"
• User is deciding whether to add or remove programs
• Chaining from S6.3 (performance-report): take performance data and make strategic decisions

Input Schema

programs:
  - name: string               # REQUIRED — program name
    affiliate_url: string      # OPTIONAL — affiliate link
    reward_value: string       # OPTIONAL — commission (e.g., "30% recurring")
    reward_type: string        # OPTIONAL — "cps_recurring" | "cps_one_time" | "cpl" | "cpc"
    monthly_revenue: number    # OPTIONAL — avg monthly revenue ($)
    monthly_clicks: number     # OPTIONAL — avg monthly clicks
    niche: string              # OPTIONAL — product category
    status: string             # OPTIONAL — "active" | "paused" | "new" | "considering"

goal: string                   # OPTIONAL — "maximize_revenue" | "diversify"
                               # | "reduce_risk" | "find_gaps"
                               # Default: "maximize_revenue"

budget_hours: number           # OPTIONAL — weekly hours available for content
                               # Default: 10

Chaining context: If S1 program research or S6.3 performance data exists in conversation, pull program details and metrics automatically.

Workflow

Step 1: Build Portfolio Overview

Compile all programs into a dashboard:

• Program name, niche, commission type, commission value
• Monthly revenue, clicks, EPC
• Status (active/paused/new)
• Revenue share (% of total)

Step 2: Calculate Per-Program Metrics

For each program with data:

• EPC: revenue / clicks
• Revenue Share: program revenue / total revenue × 100
• Effort-to-Revenue Ratio: estimated hours spent / revenue generated
• Commission Quality Score: recurring > one-time > per-lead > per-click

Step 3: Apply Portfolio Analysis

Concentration Risk:

• If top program > 50% of revenue → HIGH RISK
• If top 2 programs > 80% → MODERATE RISK
• If no program > 30% → WELL DIVERSIFIED

Niche Overlap:

• Multiple programs in same niche → competing for same audience
• Different niches → healthy diversification

Revenue Stability:

• Recurring commissions → stable
• One-time commissions → volatile (need constant new traffic)

Step 4: Generate Recommendations

For each program, assign an action:

• Double Down: High EPC, room to grow → create more content, scale traffic
• Maintain: Solid performer, no changes needed → keep existing content fresh
• Optimize: High traffic but low conversion → improve CTAs, landing pages, test variants
• Phase Out: Low EPC, low growth potential → redirect effort to better programs
• Add: Gap identified → research new programs with S1

Step 5: Create Action Plan

Based on budget_hours, allocate weekly time:

• Double-down programs get 50% of time
• Maintain programs get 20%
• Optimize programs get 20%
• New program research gets 10%

Provide specific weekly tasks tied to Affitor skills.

Step 6: Self-Validation

Before presenting output, verify:

• [ ] Revenue share percentages sum to ~100%
• [ ] EPC calculations correct (revenue ÷ clicks per program)
• [ ] Concentration risk accurate (flag if top program >50% of revenue)
• [ ] Actions match performance: double_down (Star), maintain (Cash Cow), optimize (Question Mark), phase_out (Dog)
• [ ] Weekly time allocation sums to user's stated hours budget

If any check fails, fix the output before delivering. Do not flag the checklist to the user — just ensure the output passes.

Output Schema

output_schema_version: "1.0.0"  # Semver — bump major on breaking changes
portfolio:
  total_programs: number
  active_programs: number
  total_monthly_revenue: number
  concentration_risk: string   # "high" | "moderate" | "low"
  niche_diversification: string # "good" | "overlapping" | "single_niche"
  revenue_stability: string    # "stable" | "moderate" | "volatile"

programs:
  - name: string
    niche: string
    reward_type: string
    monthly_revenue: number
    epc: number
    revenue_share: number
    action: string             # "double_down" | "maintain" | "optimize" | "phase_out"
    reason: string

recommendations:
  - action: string
    program: string
    skill: string              # which Affitor skill to use
    task: string               # specific task
    priority: number           # 1 = highest

weekly_plan:
  total_hours: number
  allocation:
    - program: string
      hours: number
      tasks: string[]

Output Format

• Portfolio Dashboard — table with all programs, revenue, EPC, revenue share
• Portfolio Health — concentration risk, diversification, stability assessment
• Program Scorecards — per-program action (double down / maintain / optimize / phase out) with reason
• Strategic Recommendations — prioritized list of actions with Affitor skill references
• Weekly Action Plan — hour-by-hour allocation with specific tasks

Error Handling

• Only one program: "You have a single program. That's 100% concentration risk. I'll analyze it and recommend 2-3 complementary programs using S1 (affiliate-program-search)."
• No revenue data: "Without revenue data, I'll analyze based on commission structure and niche overlap. For deeper analysis, run S6.3 (performance-report) first to get your numbers."
• All programs in same niche: "All your programs are in [niche]. You're diversified by product but not by market. If [niche] declines, all your income is at risk. Consider adding programs in adjacent niches."

Examples

Example 1: Portfolio with clear winner

User: "I promote HeyGen ($450/mo), Semrush ($320/mo), Notion ($125/mo), Canva ($80/mo). Which should I focus on?"

Action: HeyGen is the star (46% revenue, likely highest EPC). Recommend: Double down on HeyGen (more blog content, S7 content-repurposer). Maintain Semrush. Optimize Notion (high conversion rate potential). Evaluate Canva (low revenue, is it worth the effort?). Weekly plan: 5h HeyGen, 2h Semrush, 2h Notion, 1h research.

Example 2: Diversification analysis

User: "I make $2K/month from 3 SaaS tools. How do I reduce risk?"

Action: All income from one niche (SaaS) = moderate risk. Recommend: Add 1-2 programs in adjacent niches (e.g., online courses, hosting). Check commission types — if all one-time, recommend adding recurring programs. Use S1 to research programs in new niches.

Example 3: Program switching decision

User: "Should I drop Canva ($80/mo, 500 clicks) and replace it with Jasper?"

Action: Canva EPC = $0.16 (low). Calculate opportunity cost: 500 clicks redirected to a $0.50+ EPC program = $250/mo potential. Research Jasper commission (likely $100+ per sale). Recommend: Yes, switch. Use S1 to evaluate Jasper, then S3 for a comparison blog post.

References

• shared/references/affiliate-glossary.md — Portfolio and commission terminology. Referenced in Step 2.
• shared/references/flywheel-connections.md — master flywheel connection map

Flywheel Connections

Feeds Into

• commission-calculator (S1) — managed programs for portfolio calculation
• funnel-planner (S8) — portfolio data for funnel planning

Fed By

• affiliate-program-search (S1) — new programs to add to portfolio
• conversion-tracker (S6) — performance data per program
• performance-report (S6) — portfolio performance trends

Feedback Loop

• performance-report (S6) reveals underperforming programs → recommend swaps or investment reallocation

chain_metadata:
  skill_slug: "multi-program-manager"
  stage: "automation"
  timestamp: string
  suggested_next:
    - "commission-calculator"
    - "performance-report"
    - "affiliate-program-search"