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Skill

/40-next-content-plan-global

Use when the user wants the next period's content plan built from last period's data — keep winners, cut losers, test at most 2 new hypotheses, allocated 70/20/10. Trigger on 'next content plan', 'content plan for next month', 'data-driven content plan', 'plan from the audit',

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ai-business-skills
526123 skills6 agents10 MCP
Install
$ npx -y skills add minhnv0807/ai-business-skills --skill 40-next-content-plan-global --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/40-next-content-plan-global

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use when the user wants the next period's content plan built from last period's data — keep winners, cut losers, test at most 2 new hypotheses, allocated 70/20/10. Trigger on 'next content plan', 'content plan for next month', 'data-driven content plan', 'plan from the audit',

SKILL.md

40-next-content-plan-global.SKILL.md
name: 40-next-content-plan-global
description: "Use when the user wants the next period's content plan built from last period's data — keep winners, cut losers, test at most 2 new hypotheses, allocated 70/20/10. Trigger on 'next content plan', 'content plan for next month', 'data-driven content plan', 'plan from the audit', 'next quarter content', or 'what should we post next month'."
metadata:
  version: 1.0.0
  category: content
license: MIT
triggers:
  - "next content plan"
  - "content plan for next month"
  - "data-driven content plan"
  - "plan from the audit"
  - "next quarter content"
  - "what should we post next month"
  - "scale the winners"
  - "content plan from report"
output: "File .md — prior period review, direction for the new period, 70/20/10 content mix, winner replication table, max 2 test hypotheses, 4-week overview calendar, ownership assignment"
related:
  - product-marketing-context-global
  - 39-content-audit-global
  - 07-marketing-report-global
  - 01-content-calendar-global
  - 36-content-brief-global
  - 19-ab-test-setup-global
  - 13-data-analysis-global

Next Content Plan (Global)

A plan without last period's data is a guess. The order is fixed: read the data, replicate the winners, test a small number of new hypotheses, then schedule. Do not change everything at once — a team that rebuilds from scratch every period never learns what works.

Information gathering — always read the old data first

Before writing a single line of plan, you need:

1. **The prior period's content audit** (from `39-content-audit-global`). If it does not exist, run that skill first. Do not plan around it. 2. **The prior period's report** (from `07-marketing-report-global`) if available. 3. **KPI targets for the new period** — what changes versus last period. 4. **Known variables in the new period:** upcoming campaign, launch, event, seasonality; changes in budget, headcount, or capacity.

If the user cannot supply at least an audit or a post list with metrics, stop and recommend running `39-content-audit-global` first.

Principles

1. **Data first, plan second.** Every change in the plan must trace back to a specific line of prior-period data. 2. **Replicate winners before chasing new ideas.** A winner has already proved itself. Reproduce it with small variations before betting on an untested concept. 3. **The 70/20/10 split:**

  • 70 percent of output is proven format plus proven angle — the winner's formula, held constant.
  • 20 percent is optimization of a winner — change the hook, the channel, or the length while keeping what worked.
  • 10 percent is genuinely new — the test hypotheses.

4. **Maximum 2 new hypotheses per period.** More than that and no single test accumulates enough data to conclude anything. 5. **Losers are not automatically deleted.** Separate a loser caused by a wrong angle (retire it) from a loser caused by weak execution (fix the execution, try once more). 6. **Plan at the week level here.** Day-level detail belongs to `01-content-calendar-global`. 7. **Account for seasonality in paid amplification.** Q4 media costs run well above Q1 globally; if a proven post type is normally boosted, the same plan costs more in November than in January (see `references/benchmarks-global.md`).

Workflow

1. Review the prior period

From the audit (`39-content-audit-global`) and report (`07-marketing-report-global`), fill three columns:

| Worked (KEEP) | Did not work (STOP) | Not yet tried (TEST) | |---------------|---------------------|----------------------| | [format / angle / channel + the numbers that prove it] | [+ the data reason] | [idea from a pattern or a new insight] |

2. Set the direction for the new period

| Period | Primary objective | Priority KPI | Attached campaign | Major change | |--------|-------------------|--------------|-------------------|--------------| | | | | | |

Exactly one primary objective — reach, lead generation, conversion, or retention. The priority KPI is the metric this period will actually be judged on.

3. Build the content mix at 70/20/10

| Group | Share | Content | |-------|-------|---------| | Proven (70%) | ~70% of posts | Winner formula held constant — only the subject changes | | Optimized (20%) | ~20% of posts | Variations on winners: different hook, channel, or length | | Experimental (10%) | ~10% of posts | New hypotheses (maximum 2) |

Then adjust the funnel and format ratios, with a data reason for each change:

| Dimension | Prior period ratio | New period ratio | Reason (from data) | |-----------|--------------------|------------------|--------------------| | TOFU / MOFU / BOFU | | | | | Video vs static vs text | | | | | Channel split | | | |

4. Plan the winner replication

| Original winner | Result (metric) | Replicate into | What changes | Channel / timing | |-----------------|-----------------|----------------|--------------|------------------| | | | | | |

Each winner becomes 2-3 variations. Hold the hook structure and format constant; change the subject, the angle of the shot, or the person on camera.

5. Define the new hypotheses (maximum 2)

| Hypothesis | Format | Channel | Metric | Test duration | Decision rule | |------------|--------|---------|--------|---------------|---------------| | | | | | | |

Write each one so it can be falsified: "If we [change X], then [metric Y] will [rise or fall by Z percent]." For test design and sample sizing, hand off to `19-ab-test-setup-global`.

6. Build the overview calendar and assign ownership

| Week | Theme | Priority channel | Posts | Highlights (replicated winner / hypothesis) | |------|-------|------------------|-------|---------------------------------------------| | Week 1 | | | | | | Week 2 | | | | | | Week 3 | | | | | | Week 4 | | | | |

| Owner | Responsibility | Posts per week | Primary channel | |-------|----------------|----------------|-----------------| | | | | |

Day-level detail (publish time, hook, C

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