distribution-analysis SKILL.md skillA
distribution-analysis from latifox/find-me-saas is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add latifox/find-me-saas/distribution-analysis@git:20260906.e7c44bdPins git:20260906.e7c44bd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- latifox/find-me-saas
- Path
skills/distribution-analysis/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260906.e7c44bd, committed Sep 6, 2026
- First version recorded
- Apr 13, 2026
- Size
- 18,141 bytes
- Repository stars
- 15
- License
- a license file GitHub does not identify
Evaluates organic reach potential, paid feasibility, platform distribution advantages, creator economy fit, and founder edge for a B2C app idea. Includes viral coefficient estimation, ASO scoring rubric, and tier-adjusted verdicts.
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
<!-- version: 0.3.0 | outputs: memory/ideas/<slug>/distribution.json --> # Skill: distribution-analysis ## Purpose Distribution is the most underestimated factor in indie app success. A mediocre product with great distribution beats a great product with no distribution. This skill evaluates all realistic paths to users and adapts its verdict to the founder's tier — a channel that works for a growth-stage operator can be a trap for a beginner. ## Input - Idea slug - `memory/user_profile.md` (ICP tier, distribution advantages, inner-circle buyers, budget constraint) - `memory/ideas/<slug>/idea.md` (app concept, key features, differentiator, `business_model`) - Optional: `memory/ideas/<slug>/competitors.json` (competitor distribution signals) ## Distribution Dimensions | Dimension | Questions to Answer | |---|---| | Organic reach | Can this spread without paid spend? Is there a viral loop? What's the estimated viral coefficient? | | Paid feasibility | Can paid ads break even at indie scale? What's the minimum viable budget? | | Platform advantage | Is there an ASO moat? App Store featured potential? Category competitiveness? | …
Read the whole file at its exact version.
How to install
mdr add latifox/find-me-saas/distribution-analysis@sha256:88e21cd264b4df85The line at the top of this page pins the label git:20260906.e7c44bd, 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_7hb3ysor7ymaye7u)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Apr 13, 2026 and Sep 6, 2026, about one every 146 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260906.e7c44bd latest | 2026-09-06 | e7c44bd | 18,141 B | A | view · diff |
| git:20260413.e24c93f | 2026-04-13 | e24c93f | 12,673 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 (18141 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
latifox/find-me-saas · 15 stars · license a license file GitHub does not identify · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7hb3ysor7ymaye7u GET https://markdownregistry.com/api/v1/resolve?ref=latifox/find-me-saas/distribution-analysis GET https://markdownregistry.com/api/v1/blob/88e21cd264b4df85004e60ee2f7d77ea8c7b22e7ce679a15a7cbcc20d61e5210
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.
More from latifox/find-me-saas
Every file in latifox/find-me-saas