ai-features SKILL.md skillA
ai-features from martinolivero/saas-builder is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add martinolivero/saas-builder/ai-features@git:20261007.f2beefePins git:20261007.f2beefe in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- martinolivero/saas-builder
- Path
skills/ai-features/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261007.f2beefe, committed Oct 7, 2026
- Size
- 9,761 bytes
- Repository stars
- 4
- License
- MIT
This skill should be used when putting an LLM inside the product itself — a chatbot or support agent, AI-generated reports or summaries, classification, extraction, lead scoring, a WhatsApp or voice bot, or any feature where your code calls a model on behalf of your users. Trigger phrases (English) include "add AI to my app", "build a chatbot", "AI assistant for my users", "summarize with AI", "call the LLM API", "structured output", "the bot makes things up", "AI costs…
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
# AI Features This skill covers the model as a **component of your product**: your server calls an LLM, your users see the result, and you get the invoice. It prevents the four ways this goes wrong: unbounded spend, invented facts, silent failures, and tests that pass while the feature is broken. Analogy: the model is a brilliant temp worker with no memory of your business and no sense of what things cost. You don't hand them the company card and the customer list and leave. You give them a brief, a spending limit, a rule that says "if it's not in the file, say you don't know", and someone to call when they're stuck. ## Discovery (max 3 questions, only if unknown) 1. What does the model do — talk to end users, or produce something your code then uses (a score, a summary, a category)? 2. Who pays for the calls — you, or each customer with their own key? 3. Where does the call run — a serverless function, an automation tool, a long-lived server? ## Step 1 — Credentials and who pays (decide before writing code) …
Read the whole file at its exact version.
How to install
mdr add martinolivero/saas-builder/ai-features@sha256:bbf3587e281b5e48The line at the top of this page pins the label git:20261007.f2beefe, 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_cmn3t46sqxbfyq4i)
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Versions
The registry has recorded 1 version of this file, committed on Oct 7, 2026.
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 (9761 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
martinolivero/saas-builder · 4 stars · license MIT · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cmn3t46sqxbfyq4i GET https://markdownregistry.com/api/v1/resolve?ref=martinolivero/saas-builder/ai-features GET https://markdownregistry.com/api/v1/blob/bbf3587e281b5e4846619abf892082e43ed33fdb6a818b5b1d5b97e5d718b995
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.