competitor-mapper SKILL.md skillA

competitor-mapper from latifox/find-me-saas is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add latifox/find-me-saas/competitor-mapper@git:20260906.e7c44bd

Pins 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/competitor-mapper/SKILL.md
Versions recorded
2
Latest version
git:20260906.e7c44bd, committed Sep 6, 2026
First version recorded
Apr 13, 2026
Size
17,648 bytes
Repository stars
15
License
a license file GitHub does not identify

Maps the full competitive landscape — direct, indirect, substitute, and emerging competitors — with positioning gap analysis, review mining, and market_insights-calibrated saturation scoring. Feeds into idea-scoring, cac-modeler, pricing-and-wtp, and tam-sam-som-builder.

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>/competitors.json -->

# Skill: competitor-mapper

## Purpose

Understand what the user is actually competing against — not just other apps, but also spreadsheets, habits, free alternatives, and human services. The goal is not an exhaustive list but a **strategic map**: who owns the space, where the gaps are, and whether this idea can occupy a position that incumbents can't easily copy.

## Input

- Idea slug
- `memory/ideas/<slug>/idea.md` (app concept, key features, differentiator, `business_model`)
- `memory/market_insights/<niche>-*-<YYYY>-<MM>.md` (trend analysis files — **use all available platform files for this niche**)

### Lane selection

`business_model` = `b2c` uses the App Store search methodology (Step 2) and app-store review mining. `prosumer`, `b2b-smb`, and `b2b2c` use the B2B search methodology (Step 2b) and review mining from G2, Capterra, Reddit, and Hacker News. The competitor categories, gap analysis, and saturation scoring apply to both lanes; the B2B factor definitions are in Step 5. Record the lane in the output.

### Using Market Insights
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add latifox/find-me-saas/competitor-mapper@sha256:45412a6d49ce614a

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_6kaodwqw7yk5plvl.svg)](https://markdownregistry.com/a/art_6kaodwqw7yk5plvl)

5 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.

versioncommittedcommitsizeaudit
git:20260906.e7c44bd latest2026-09-06 e7c44bd 17,648 BA view · diff
git:20260413.e24c93f2026-04-13 e24c93f 13,159 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 (17648 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

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_6kaodwqw7yk5plvl
GET https://markdownregistry.com/api/v1/resolve?ref=latifox/find-me-saas/competitor-mapper
GET https://markdownregistry.com/api/v1/blob/45412a6d49ce614ae5651622e2babc50985ec1ae60c096c891113bf1f77a5849

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 latifox/find-me-saas

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