bfcm-cohort-quality
Find out whether the new customers a Shopify DTC brand bought during Black Friday / Cyber Monday were worth it.
Skill by type-dot-com
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/type-dot-com-bfcm-cohort-quality
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: design, finance
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Python package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/bfcm-cohort-quality
What's inside
- Skill name
bfcm-cohort-quality- Description
- Find out whether the new customers a Shopify DTC brand bought during Black Friday / Cyber Monday were worth it. Compares them with the customers bought the October before and the January–February after, at equal ages (repeat rate and contribution margin per customer at 30–365 days, immature horizons marked), plus refunds, discount dependence and payback on blended new-customer cost. Cuts BFCM buyers by discount depth, source and entry product, and sets this year's offer and budget. Read-only.
- License
- unknown
- Instructions
- 96 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Files (12)
- DATA_CONTRACT.md
- SKILL.md
- economics.json · examples/data/
- orders.csv · examples/data/
- spend.csv · examples/data/
- expected_output.txt · examples/
- make_fixtures.py · examples/
- run.sh · examples/
- playbook.md · references/
- cohort_quality.py · scripts/
- make_cases.py · tests/
- run_tests.sh · tests/
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 21, 2026 (8 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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bfcm-budget-planner
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Plan a DTC brand's paid-media budget for Black Friday / Cyber Monday from MER (store revenue ÷ total ad spend) and contribution margin, not platform ROAS.
SkillAFreshness: AClaude Code +9 - 0.565score
bfcm-offer-config-qa
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Cite this page
bfcm-cohort-quality skill. Agent Mart. https://agentmart.dev/skills/type-dot-com-bfcm-cohort-quality (last updated 2026-10-24)