SKILLmama SKILL.md skillB
SKILLmama from magithar/skillmama is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add magithar/skillmama/SKILLmama@git:20260830.cba9e3aPins git:20260830.cba9e3a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- magithar/skillmama
- Path
skillmama/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260830.cba9e3a, committed Aug 30, 2026
- First version recorded
- Jul 17, 2026
- Size
- 27,795 bytes
- Repository stars
- 8
- License
- Apache-2.0
AI-Native Capability Discovery Engine — finds, scores, and ranks the best libraries, SDKs, and tools for your stack using a 4-tier search plus a companion-skills pass and deterministic ranking formula (Compatibility 40% / Popularity 30% / Maintenance 15% / Simplicity 15%).
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
# SKILLmama — AI-Native Capability Discovery Skill
> **Recommended model:** Use the most capable model available to your agent (e.g. Claude Sonnet or better, GPT-4.1 or better, Gemini 2.5 Pro or better). This skill runs multiple web searches and applies a scoring formula — a capable model produces significantly better results.
**Trigger:** Use this skill when the user is asking to select, discover, or rank technical tools, libraries, or integrations — specifically:
- "What library/SDK/tool should I use for X?"
- "Find me the best [auth / queue / vector DB / etc.] for my stack"
- "What capabilities is my project missing?"
- "Recommend something for [capability]"
- "Scan my project and tell me what I need"
- `/skillmama` with no arguments
**Do NOT activate for:**
- General usage or how-to questions about a specific tool ("how do I configure Redis?", "how does pgvector work?")
- Debugging, code review, implementation help, or documentation lookups
- Any request where the user already knows what tool to use and needs help using it
---
## Entry Point — Choose Flow
**If the user named a specific capability** (e.g. "auth", "vector DB", "job queue"):
→ **Flow A** — go to Phase 0.
…Read the whole file at its exact version.
How to install
mdr add magithar/skillmama/SKILLmama@sha256:2f50abcf647b1c27The line at the top of this page pins the label git:20260830.cba9e3a, 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_zrlyr52zjwlxypie)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 17, 2026 and Aug 30, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260830.cba9e3a latest | 2026-08-30 | cba9e3a | 27,795 B | B | view · diff |
| git:20260807.2fb9d05 | 2026-08-07 | 2fb9d05 | 26,079 B | B | view · diff |
| git:20260807.c0dc7bd | 2026-08-07 | c0dc7bd | 25,623 B | B | view · diff |
| git:20260717.d3cd6dd | 2026-07-17 | d3cd6dd | 25,546 B | B | view · diff |
| git:20260717.a6f6a90 | 2026-07-17 | a6f6a90 | 25,151 B | B | view |
Audit of the latest version
- fail: No instruction to read or print local credentials (matched: read `.env)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (27795 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 base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
magithar/skillmama · 8 stars · license Apache-2.0 · pushed 2026-09-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zrlyr52zjwlxypie GET https://markdownregistry.com/api/v1/resolve?ref=magithar/skillmama/SKILLmama GET https://markdownregistry.com/api/v1/blob/2f50abcf647b1c273234c0caa96c00ebf31e9e2d6778d7c1540e2c6d885e172b
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.