product-led-growth SKILL.md skillA

product-led-growth from peterbamuhigire/chwezi-dev-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add peterbamuhigire/chwezi-dev-engine/product-led-growth@git:20260911.7afa6ea

Pins git:20260911.7afa6ea in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
peterbamuhigire/chwezi-dev-engine
Path
skills/product-business/product-led-growth/SKILL.md
Versions recorded
4
Latest version
git:20260911.7afa6ea, committed Sep 11, 2026
First version recorded
May 19, 2026
Size
21,473 bytes
Repository stars
28
License
MIT

Use when designing PLG motions for a SaaS product — freemium tiers, PQL definition, activation flows with time-to-value targets, in-app upgrade prompts, viral loops, NPS surveys, feature flags for gradual rollout, and PostHog-based product analytics for funnel and cohort tracking.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Product-Led Growth
Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com, +256 784 464178.

## Required Inputs

| Input | Required | Use |
|---|---|---|
| Decision, audience, and deliverable | yes | Bound the business outcome |
| Source evidence, constraints, and owner | yes | Ground recommendations and accountability |
| Approved budget, customer data, or production artefacts | conditional | Support high-impact execution |

## Capability and permission contract

Default to read-only analysis and drafting. Do not publish, send, price, promise, alter customer records, commit budget, or modify production artefacts without explicit authority and a named approver. Minimise confidential data, preserve provenance, and keep reversible copies.

## Degraded mode

If evidence, stakeholder decisions, specialist tooling, or authoritative commercial data are unavailable, deliver a labelled draft, checklist, or decision memo. State what was not verified and do not claim approval, publication, financial accuracy, or customer acceptance.

## Decision rules

| Condition | Action | Stop condition |
|---|---|---|
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add peterbamuhigire/chwezi-dev-engine/product-led-growth@sha256:5e7950cd9baccbcf

The line at the top of this page pins the label git:20260911.7afa6ea, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_viiv6dfppeyhaf6b.svg)](https://markdownregistry.com/a/art_viiv6dfppeyhaf6b)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between May 19, 2026 and Sep 11, 2026, about one every 38 days.

versioncommittedcommitsizeaudit
git:20260911.7afa6ea latest2026-09-11 7afa6ea 21,473 BA view · diff
git:20260907.1b775c12026-09-07 1b775c1 21,217 BA view · diff
git:20260718.4d4f6c12026-07-18 4d4f6c1 21,211 BA view · diff
git:20260519.0f7f7562026-05-19 0f7f756 20,687 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (21473 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

peterbamuhigire/chwezi-dev-engine · 28 stars · license MIT · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_viiv6dfppeyhaf6b
GET https://markdownregistry.com/api/v1/resolve?ref=peterbamuhigire/chwezi-dev-engine/product-led-growth
GET https://markdownregistry.com/api/v1/blob/5e7950cd9baccbcfaf8c85f4156bad02ae3e6689516d872adcff1f59410e2fa5

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in peterbamuhigire/chwezi-dev-engine

Other files named product-led-growth

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v2026-04-20 · audit A · 10 stars

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