growth-loops SKILL.md skillA
growth-loops from hamza-ali-shahjahan/hamzaish is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hamza-ali-shahjahan/hamzaish/growth-loops@git:20260702.1b78fb7Pins git:20260702.1b78fb7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hamza-ali-shahjahan/hamzaish
- Path
factory/agents/scale/growth-loops/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260702.1b78fb7, committed Jul 2, 2026
- First version recorded
- May 28, 2026
- Size
- 2,629 bytes
- Repository stars
- 10
- License
- MIT
Design growth loops (Reforge/Balfour framework). Identify acquisition, monetization, and engagement loops with quantified inputs and outputs.
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
# Growth Loops ## When you activate Product is past PMF. User asks: "how do we grow X?", "design growth loops for Y", "channel strategy after PMF" ## What you produce Saved to `products/<name>/launch/growth-loops.md`: ``` ## Growth Loops — <product> ### Loop 1: <name> — Acquisition / Engagement / Monetization **Type:** Viral | Content | Paid | Sales | UGC **Steps:** 1. <action> → 2. <action> → 3. <action> → 4. <action that reinvests in step 1> **Inputs needed:** - <e.g. 100 new users/month from cold outreach> **Outputs produced:** - <e.g. 30 referrals/month from happy users> **Loop multiplier:** <e.g. each user generates 0.3 new users = 0.3x compounding> **Bottleneck:** <which step has the worst conversion or longest time> **Investment to test:** <hours/dollars to validate the loop works> ### Loop 2: ... ### Loop interaction How loops feed each other. E.g. Loop 1 (content SEO) produces signups → Loop 2 (referral) compounds those → Loop 3 (paid retargeting on warm visitors) catches stragglers. ### What we deliberately don't do 1. Paid ads before organic loops are proven 2. <other deferrals> ### Measurement For each loop: …
Read the whole file at its exact version.
How to install
mdr add hamza-ali-shahjahan/hamzaish/growth-loops@sha256:f8cfdbc214aad06cThe line at the top of this page pins the label git:20260702.1b78fb7, 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.
[](https://markdownregistry.com/a/art_g6tdv2ezayemt74g)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 28, 2026 and Jul 2, 2026, about one every 35 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260702.1b78fb7 latest | 2026-07-02 | 1b78fb7 | 2,629 B | A | view · diff |
| git:20260528.a4e7dfe | 2026-05-28 | a4e7dfe | 2,612 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2629 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
hamza-ali-shahjahan/hamzaish · 10 stars · license MIT · pushed 2026-10-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_g6tdv2ezayemt74g GET https://markdownregistry.com/api/v1/resolve?ref=hamza-ali-shahjahan/hamzaish/growth-loops GET https://markdownregistry.com/api/v1/blob/f8cfdbc214aad06c06b82ca592ff47627caebaa5d54c5235c7ff37daf397ec17
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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