Is Shrink Report free to use?

Yes — run it free in the browser playground (no API key needed for the sponsored trial, or bring any provider key), or install it into Claude Code, Cursor, ChatGPT and more via npx pm-claude-skills. MIT-licensed and open source.

Shrink Report

Q: What do I need to use Shrink Report?

Period covered and the stock take dates at; Sales for the period, by department if available; Variance data; Recorded waste, markdowns, damages and returns to supplier; Delivery discrepancies and credit claims; Incidents; The shrink target and last period's figure; Any changes in the period.

Q: How do I know the Shrink Report output is good?

The skill verifies itself against its own quality checks: The basis is stated: loss at cost, sales at retail or cost; Known and unknown loss are separated; Every attributed cause cites evidence and a confidence level; An "unexplained" line exists and is not forced to zero.

🔵 Stable 🔷 SkillSpec L3 pm-retail-shopfloor

Write a retail shrink report: how much stock was lost, where, split into theft, damage and waste, supplier and delivery error, and administrative error, with the evidence for each and a short action plan. Use when asked to write a shrink report, explain our stock loss, why is shrinkage up, analyse shrink by department, or prepare the loss report for the area manager. Produces a shrink summary as value and as a share of sales, a breakdown by department and cause, the top loss lines, a confidence note on each cause, and owned actions with a review date.

▶ Run it free — no key needed 📝 Grade your existing draft ⬇ Add to Claude (works in Duet) 📱 Use as an app View SKILL.md ↗ What changed

🗣 Say this to your agent

“Shrink went from 1.4 to 2.1 percent. Write the report for my area manager.”“Break this variance file down by department and cause.”“Which twenty lines are costing us the most?”“How do I separate waste from theft in the loss figure?”“Run this skill in your browser: https://mohitagw15856.github.io/pm-claude-skills/skill/shrink-report.html”

What to give it

▸Period covered and the stock take dates at — each end

▸Sales for the period, by department if available

▸Variance data — product, department, units and value, known and unknown loss

▸Recorded waste, markdowns, damages and returns to supplier

▸Delivery discrepancies and credit claims

▸Incidents — thefts recorded, till shortages, voids and refunds reports

▸The shrink target and last period's figure

▸Any changes in the period — new layout, new staff, self-checkout, new supplier

✅ The bar it holds itself to

Every skill in this library self-verifies — these are this skill's own quality checks, straight from its definition.

✓The basis is stated: loss at cost, sales at retail or cost

✓Known and unknown loss are separated

✓Every attributed cause cites evidence and a confidence level

✓An "unexplained" line exists and is not forced to zero

✓Actions have owners, dates and measures

⚠️ What it refuses to do

**Do not attribute unexplained loss to theft by default.**

**Do not name or imply individual staff.** Suspected internal theft goes through the organisation's investigation process.

**Do not mix cost and retail values** in one table.

**Do not list twenty actions.** Pick the few that match the largest causes.

**Do not report a rate without the sales figure behind it.**

Install

npx pm-claude-skills add --agent claude   # or codex · cursor · gemini · hermes
# or one-line MCP (every skill, any client):
claude mcp add pm-skills -- npx -y -p pm-claude-skills pm-claude-skills-mcp

Related skills

🔌 Embed this skill

Drop this on your blog, docs, or site — it renders a "Run this skill" card:

<div data-pm-skill="shrink-report"></div>
<script src="https://mohitagw15856.github.io/pm-claude-skills/embed.js" async></script>

💬 Discussion

Shrink Report is one of 1386 open-source professional AI agent skills — all SkillSpec L3. Try them all in the browser · ⭐ Star on GitHub · Browse the full catalog