Build a paid media plan: channel split, weekly flighting, audiences, reach and frequency.

MITAuto-check passedMarketing & SEO

Install Media Plan

skills CLI
$ npx skills add indranilbanerjee/digital-marketing-pro --skill media-plan -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install indranilbanerjee/digital-marketing-pro media-plan --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/indranilbanerjee/digital-marketing-pro.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/media-plan .claude/skills/media-plan && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
media-plan
GitHub stars
862
Used in
1 other repo
Token cost
~2.1k tokens
SKILL.md length
990 words
Files
1
Skills in repo
162
Repo updated
First seen
Licence
MIT

At a glance

Build a paid media plan: channel split, weekly flighting, audiences, reach and frequency.

  • Works in 11 steps: Load brand context: Read… → Assess channel-objective fit: Evaluate… → Allocate budget across channels:… → …
  • Tasks that involve Paid advertising
  • SKILL.md covers Purpose, Input Required, Process and Ads inside AI answers (checked…, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Media Plan is an agent skill from indranilbanerjee/digital-marketing-pro. Build a paid media plan: channel split, weekly flighting, audiences, reach and frequency. "plan our Q4 ad budget"

Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Marketing & SEO, covering Paid advertising. The repository describes itself as: An open-source AI marketing operating system for strategy, SEO, AEO/GEO, paid media, content, CRM, and analytics - grounded in brand context, human approval, and verifiable… The licence is MIT.

When your agent uses it

  • Tasks that involve Paid advertising

Example prompts

  • “plan our Q4 ad budget”
  • “/media-plan”

Workflow steps

11 steps, taken from the first numbered list in SKILL.md.

  1. Load brand context: Read ~/.claude-marketing/brands/_active-brand.json for the active slug, then load…
  2. Assess channel-objective fit: Evaluate each available channel against campaign objectives using reach capability, targeting precision…
  3. Allocate budget across channels: Distribute budget using efficiency-weighted allocation — factor in historical performance, diminishing…
  4. Design flight schedule: Structure campaign timing as continuous, pulsing, or flighting based on objectives, seasonality, and budget…
  5. Build audience targeting matrix: Map each audience segment to its optimal channel(s) with targeting parameters, expected reach, estimated…
  6. Plan creative rotation: Schedule creative variants across channels with rotation frequency, fatigue thresholds (impressions or frequency…
  7. Define measurement framework: Establish KPIs per channel, tracking requirements (pixels, UTMs, offline conversion imports), attribution…
  8. Set contingency holdback: Reserve 10-15% of budget as contingency for opportunistic scaling, underperformance reallocation, or emerging…
  9. Create platform setup checklists: Build channel-specific setup checklists covering account structure, campaign naming conventions…
  10. Model reach and frequency estimates: Project total reach, average frequency, and effective frequency per channel and in aggregate — flag…
  11. Compile unified media plan calendar: Assemble all components into a single calendar view showing budget pacing, creative rotation…

What it can do on your machine

Read from SKILL.md and the folder at commit 9e949f3. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • developers.openai.com
    • blog.google

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Media Plan loads about 2.1k tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 990 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~31
When it runs · the whole SKILL.md, loaded when a task matches
~2.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from indranilbanerjee/digital-marketing-pro at commit 9e949f3, republished under its MIT licence (© indranilbanerjee). 990 words, ~2,139 tokens.

Download SKILL.mdSave it as .claude/skills/media-plan/SKILL.md (or your agent's skills folder).
name
media-plan
description
Build a paid media plan: channel split, weekly flighting, audiences, reach and frequency. "plan our Q4 ad budget"
argument-hint
[--budget=amount --channels=list]

/digital-marketing-pro:media-plan

Purpose

Generate a holistic paid media plan that coordinates budget, channels, audiences, creative, and timing across all advertising platforms. Balances reach and efficiency objectives with practical execution constraints to produce a ready-to-implement plan with clear pacing targets and contingency protocols.

Input Required

The user must provide (or will be prompted for):

  • Campaign dates: Start date, end date, and any blackout periods or mandatory flight windows
  • Total paid media budget: Aggregate budget for the campaign period with any channel-specific floors or caps
  • Channels available: Platforms in consideration — Google Ads, Meta Ads, LinkedIn Ads, TikTok Ads, ChatGPT Ads, programmatic display, connected TV, native, audio, out-of-home, etc.
  • Campaign objectives: Primary and secondary objectives — awareness (reach/impressions), consideration (traffic/engagement), conversion (leads/sales/ROAS)
  • Target audiences with segments: Audience definitions including demographics, interests, behaviors, custom audiences, lookalikes, and retargeting pools
  • Creative assets available: Existing ad formats and sizes, video lengths, static variants, and any creative production timelines for new assets
  • Geographic targeting: Markets, regions, DMAs, or countries to target with any geo-specific budget weighting
  • Competitive spending intelligence: Known or estimated competitor ad spend, share of voice benchmarks, and auction pressure indicators
  • Historical performance by channel: Past campaign data — CPC, CPM, CPA, ROAS, conversion rates — by channel and audience segment
  • Seasonality factors: Demand fluctuations, industry events, holidays, promotional periods, or competitive surges that affect costs or performance

Process

  1. Load brand context: Read ~/.claude-marketing/brands/_active-brand.json for the active slug, then load ~/.claude-marketing/brands/{slug}/profile.json. Apply brand voice, compliance rules for target markets (skills/context-engine/compliance-rules.md), and industry context. Also check for guidelines at ~/.claude-marketing/brands/{slug}/guidelines/_manifest.json — if present, load restrictions and relevant category files. Check for custom templates at ~/.claude-marketing/brands/{slug}/templates/. Check for agency SOPs at ~/.claude-marketing/sops/. If no brand exists, ask: "Set up a brand first (/digital-marketing-pro:brand-setup)?" — or proceed with defaults.
  2. Assess channel-objective fit: Evaluate each available channel against campaign objectives using reach capability, targeting precision, cost benchmarks, creative format support, and measurement reliability
  3. Allocate budget across channels: Distribute budget using efficiency-weighted allocation — factor in historical performance, diminishing returns curves, minimum effective spend thresholds, and strategic importance per channel
  4. Design flight schedule: Structure campaign timing as continuous, pulsing, or flighting based on objectives, seasonality, and budget — define weekly spend levels and heavy-up periods
  5. Build audience targeting matrix: Map each audience segment to its optimal channel(s) with targeting parameters, expected reach, estimated frequency, and overlap management between platforms
  6. Plan creative rotation: Schedule creative variants across channels with rotation frequency, fatigue thresholds (impressions or frequency caps), A/B test windows, and refresh dates for new assets
  7. Define measurement framework: Establish KPIs per channel, tracking requirements (pixels, UTMs, offline conversion imports), attribution model, and reporting cadence
  8. Set contingency holdback: Reserve 10-15% of budget as contingency for opportunistic scaling, underperformance reallocation, or emerging platform opportunities — define trigger criteria for deployment
  9. Create platform setup checklists: Build channel-specific setup checklists covering account structure, campaign naming conventions, tracking implementation, audience uploads, and creative specs
  10. Model reach and frequency estimates: Project total reach, average frequency, and effective frequency per channel and in aggregate — flag oversaturation or underspend risks
  11. Compile unified media plan calendar: Assemble all components into a single calendar view showing budget pacing, creative rotation, audience activation, and measurement milestones week by week
Show full SKILL.md (460 more words)Show less

Ads inside AI answers (checked 2026-10-04)

Two surfaces need special handling in any plan. Full sourcing, tracking and feed detail live in skills/paid-advertising/ads-in-ai-answers.md; follow it rather than restating numbers from memory.

  • ChatGPT Ads: plan it as a test line, funded from the contingency reserve (step 8).
    • Before any budget is committed, check two prerequisites:
      1. The Measurement Pixel and the server-side Conversions API are both live and deduplicated (pixel event_id = API id).
      2. The target countries have been confirmed inside the brand's own Ads Manager.
    • The developer surface is primary-documented at developers.openai.com/ads. Launch dates and country rollout are secondary-sourced; label them "reported, unverified" in the plan.
    • Custom Audiences are unavailable in the EEA and Switzerland, so EU/CH lines carry no audience tactics.
    • In the measurement framework (step 7), state the attribution window next to the line: the Reporting API default is 30-day click / 1-day view.
  • Google AI Mode: not a separate line item.
    • Google reaches AI Mode inventory through AI Max for Search, AI Max for Shopping, and Performance Max (blog.google, 20 May 2026).
    • Budget it inside those lines, and say in the plan that no AI-Mode-specific reporting is documented.
    • Do not schedule Business Agent for leads ("coming months") or Direct Offers upgrades ("coming soon") as live flights until the account shows them.

Output

A structured paid media plan containing:

  • Channel allocation table: Budget amount, percentage share, and strategic rationale for each channel with minimum and maximum spend guardrails
  • Flight schedule with weekly budget waves: Week-by-week spend plan showing ramp-up, steady state, heavy-up, and wind-down phases per channel
  • Audience targeting matrix: Segment-by-channel-by-creative mapping showing targeting parameters, expected reach, frequency caps, and overlap management
  • Creative rotation calendar: Asset schedule per channel with rotation dates, fatigue thresholds, A/B test windows, and refresh milestones for new creative
  • Reach and frequency estimates: Projected reach, average frequency, and effective frequency per channel and in aggregate with confidence ranges
  • Measurement framework: KPIs per channel, tracking requirements, attribution model, reporting cadence, and data integration points
  • Platform setup checklists: Channel-specific implementation checklists covering account structure, naming conventions, tracking, audiences, and creative specs
  • Contingency budget plan: Reserve amount, deployment trigger criteria (over/underperformance thresholds), and reallocation decision framework
  • Competitive spending comparison: Estimated share of voice, auction overlap indicators, and competitive pressure assessment by channel
  • Daily/weekly pacing targets: Spend and performance pacing benchmarks for in-flight monitoring with acceptable variance thresholds
  • Cross-channel synergy map: Retargeting flows between channels, sequential messaging paths, and audience progression logic from awareness to conversion
  • Risk scenarios with budget reallocation triggers: Defined scenarios (platform outage, CPM spikes, underperformance, budget cuts) with pre-approved reallocation responses

Agents Used

  • media-buyer — Channel allocation, budget pacing, auction dynamics, platform setup, reach/frequency modeling, competitive spending analysis, and creative rotation planning
  • marketing-strategist — Objective-channel alignment, audience strategy, cross-channel synergy design, contingency planning, and measurement framework architecture

© indranilbanerjee, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/media-plan of indranilbanerjee/digital-marketing-pro.

Open the folder on GitHubat commit 9e949f3

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in indranilbanerjee/digital-marketing-pro, which our catalogue first saw on October 7, 2026.

Compare with similar skills

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Ad Test Designeraaron-he-zhu/aaron-marketing-skills2.9k2 repos~2.8kAutomated safety check: PassApache-2.0

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Categories

Questions about Media Plan

What does Media Plan do?

Build a paid media plan: channel split, weekly flighting, audiences, reach and frequency. Media Plan is an agent skill from indranilbanerjee/digital-marketing-pro. Build a paid media plan: channel split, weekly flighting, audiences, reach and frequency.

When should I use Media Plan?

Media Plan fits situations like: tasks that involve Paid advertising.

How do I install Media Plan in Claude Code?

Run `npx skills add indranilbanerjee/digital-marketing-pro --skill media-plan -a claude-code`. Or copy the skill folder (skills/media-plan in indranilbanerjee/digital-marketing-pro) into .claude/skills/media-plan in your project. Claude Code loads it when a task matches its description.

How do I install Media Plan in Codex?

Run `npx skills add indranilbanerjee/digital-marketing-pro --skill media-plan -a codex`. Or copy the skill folder (skills/media-plan in indranilbanerjee/digital-marketing-pro) into .agents/skills/media-plan in your project. Codex loads it when a task matches its description.

Can I use Media Plan in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add indranilbanerjee/digital-marketing-pro --skill media-plan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/media-plan, .gemini/skills/media-plan, .github/skills/media-plan and .opencode/skills/media-plan in your project.

What does Media Plan need to run?

SKILL.md names no scripts, command-line tools or credentials: Media Plan is instructions for the agent only.

Does Media Plan access the network?

SKILL.md names 2 domains. As links in the text: developers.openai.com and blog.google. This is read from the text; nothing was executed.

Is Media Plan safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Media Plan use?

Media Plan is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Media Plan use?

About 2.1k tokens (SKILL.md is roughly 8.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Media Plan?

Skills that share tags, products or a category with Media Plan: Ad Creative (LeoYeAI/openclaw-marketing-skills, 1k stars), Blog Google (AgriciDaniel/claude-blog, 2.3k stars), Ad Account Auditor (aaron-he-zhu/aaron-marketing-skills, 2.9k stars) and Ad Creative Builder (aaron-he-zhu/aaron-marketing-skills, 2.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Media Plan?

indranilbanerjee (a GitHub user) maintains it in indranilbanerjee/digital-marketing-pro, which has 862 GitHub stars. The repository holds 162 skills in this directory. The repository was last updated on October 9, 2026.

Source: indranilbanerjee/digital-marketing-pro on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.