product-selection SKILL.md skillA
product-selection from aisa-team/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aisa-team/agent-skills/product-selection@v1.0.2Pins v1.0.2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aisa-team/agent-skills
- Path
e-commerce/product-selection/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.2, committed Oct 19, 2026
- First version recorded
- Oct 16, 2026
- Size
- 16,520 bytes
- Repository stars
- 28
- License
- Apache-2.0
Select products to sell, compare suitable destination markets, and calculate viable prices for sellers. Use for product selection, product-market fit, marketplace assortment research, competitor price comparisons and landed-cost pricing. Supports sellers with no starting preference, a chosen market, or a chosen product; uses AIsa MCP for live evidence and TypeScript helpers for ranking and pricing.
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
# Product selection <!-- aisa-rules:start --> ## AIsa agent rules (shared) <!-- Generated from _shared/aisa-rules.md by scripts/sync_shared_rules.py. Do not edit this block in place. --> These rules apply to every AIsa-backed skill and are copied from https://aisa.one/llms.txt, the single authoritative agent rule source. When this block and the rest of this skill disagree, follow this block. ### Connect (MCP first) Pick the first option that applies. Run the command yourself; the user only approves the browser sign-in. - **A. Your client supports remote MCP and can open a browser (default).** Add a remote MCP server named `AIsa` with URL `https://mcp.aisa.one/mcp` (Streamable HTTP), using your client's own command or config file. Auth: browser OAuth, no key needed. In a chat app (Claude, ChatGPT), the user adds it as a custom connector in settings. Adding the server does not always start sign-in. If no sign-in window opens, start it from the client's own MCP authentication entry (a menu, command, or connector button); if only the user can reach that entry, tell them where it is. Sign-in is the slow step, not the API. Before it starts, tell the user in one line that an AIsa… …
Read the whole file at its exact version.
How to install
mdr add aisa-team/agent-skills/product-selection@sha256:3c736afe54860f48The line at the top of this page pins the label v1.0.2, 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_cx3tpto7b5i45hz5)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Oct 16, 2026 and Oct 19, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.2 latest | 2026-10-19 | 16e7943 | 16,520 B | A | view · diff |
| v1.0.2 | 2026-10-19 | 755e456 | 15,844 B | A | view · diff |
| v1.0.1 | 2026-10-16 | 8e59a66 | 10,336 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 (16520 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
aisa-team/agent-skills · 28 stars · license Apache-2.0 · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cx3tpto7b5i45hz5 GET https://markdownregistry.com/api/v1/resolve?ref=aisa-team/agent-skills/product-selection GET https://markdownregistry.com/api/v1/blob/3c736afe54860f4805ba1939610f995fa39faf26db3112109aad0ac79958d46a
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.