saas-business-metrics SKILL.md skillA

saas-business-metrics 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/saas-business-metrics@git:20260924.29cdc2b

Pins git:20260924.29cdc2b 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/saas/saas-business-metrics/SKILL.md
Versions recorded
4
Latest version
git:20260924.29cdc2b, committed Sep 24, 2026
First version recorded
May 19, 2026
Size
14,388 bytes
Repository stars
28
License
MIT

Use when defining or reviewing SaaS revenue, growth, retention, engagement, satisfaction, unit economics, or Rule-of-40 metrics.

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

# SaaS Business Metrics
Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com, +256 784 464178.

## Required Inputs

| Input | Required | Use |
|---|---|---|
| Tenant, product, and lifecycle scope | yes | Bound the SaaS decision |
| Current architecture, plans, policies, and constraints | yes | Preserve enforceable behaviour |
| Production data or verified evidence | conditional | Validate thresholds and migrations |

## Capability and permission contract

Default to read-only analysis. Change configuration, billing, identity, tenant data, infrastructure, or customer communications only with explicit authority, least-privilege credentials, tenant scope, rollback, and auditable approval. Never expose secrets or cross tenant boundaries.

## Degraded mode

If production access, policy, telemetry, or authoritative records are unavailable, produce a labelled design or dry-run plan. Do not claim deployment, reconciliation, deletion, delivery, or measured outcomes; list missing evidence and verification.

## 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/saas-business-metrics@sha256:6877a051707a31bf

The line at the top of this page pins the label git:20260924.29cdc2b, 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_y7uhk4gy4koz2vx3.svg)](https://markdownregistry.com/a/art_y7uhk4gy4koz2vx3)

3 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 24, 2026, about one every 43 days.

versioncommittedcommitsizeaudit
git:20260924.29cdc2b latest2026-09-24 29cdc2b 14,388 BA view · diff
git:20260718.4d4f6c12026-07-18 4d4f6c1 14,129 BA view · diff
git:20260712.a8679522026-07-12 a867952 14,135 BA view · diff
git:20260519.0f7f7562026-05-19 0f7f756 13,694 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 (14388 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_y7uhk4gy4koz2vx3
GET https://markdownregistry.com/api/v1/resolve?ref=peterbamuhigire/chwezi-dev-engine/saas-business-metrics
GET https://markdownregistry.com/api/v1/blob/6877a051707a31bfc7cf51b052d10a0456d2f089292e1e3b13be7b743e747ad0

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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