weakness-detection SKILL.md skillA
weakness-detection 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/weakness-detection@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/weakness-detection/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260906.e7c44bd, committed Sep 6, 2026
- First version recorded
- Apr 13, 2026
- Size
- 5,254 bytes
- Repository stars
- 15
- License
- a license file GitHub does not identify
Analyzes idea-scoring output to identify the weakest dimensions, root causes of low scores, and probable failure modes if the idea were pursued as-is.
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: 0.2.0 | outputs: memory/ideas/<slug>/weaknesses.json --> # Skill: weakness-detection ## Purpose Before triggering the pivot engine, understand WHY dimensions are weak. A low distribution score might mean "no viral loop" (fixable) or "fundamentally wrong category for organic growth" (structural). Surface the root cause, not just the symptom. ## Input - Idea slug - `memory/ideas/<slug>/scores.json` (required) - `memory/ideas/<slug>/idea.md` (`business_model`) - All available dimension files in `memory/ideas/<slug>/` - `memory/market_insights/<niche>-*-<YYYY>-<MM>.md` (to tell a knowledge gap from a real weakness) ## Weakness Classification | Root Cause Type | Description | Fix Type | |---|---|---| | Structural | Inherent to the idea, can't be pivoted away | Drop or major pivot | | Situational | Weak due to user's current constraints | Fixable (more time, budget) | | Knowledge gap | Weak because data is missing | Run more research | | Addressable | Weak but has a clear fix | Targeted pivot | ## Weak Threshold …
Read the whole file at its exact version.
How to install
mdr add latifox/find-me-saas/weakness-detection@sha256:5b20fe97bc0cdecfThe 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_kmpycpzugp6djkv2)
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 | 5,254 B | A | view · diff |
| git:20260413.e24c93f | 2026-04-13 | e24c93f | 2,030 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 (5254 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_kmpycpzugp6djkv2 GET https://markdownregistry.com/api/v1/resolve?ref=latifox/find-me-saas/weakness-detection GET https://markdownregistry.com/api/v1/blob/5b20fe97bc0cdecf9aca48d07db71be6b61019c65b207649cfb361f196d7ed3a
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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