product-research SKILL.md skillA
product-research from hashgraph-online/awesome-codex-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hashgraph-online/awesome-codex-plugins/product-research@git:20260403.40685f9Pins git:20260403.40685f9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hashgraph-online/awesome-codex-plugins
- Path
plugins/BlockchainHB/launchfast_codex_plugin/skills/product-research/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260403.40685f9, committed Apr 3, 2026
- Size
- 2,823 bytes
- Repository stars
- 1,537
- License
- Apache-2.0
Deep Codex-native Amazon FBA product validation using LaunchFast MCP and the LegacyX criteria. Use when the user wants a serious viability review for a keyword, niche, or adjacent niche expansion.
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
# Amazon FBA Product Research This skill is the deeper, criteria-driven version of `launchfast-product-research`. ## Core criteria Evaluate every market against these baselines: | Criteria | Threshold | |---|---| | Total niche revenue | > $200,000/month | | Average price | >= $25, ideally >= $40 | | Average reviews | <= 500 | | Revenue per seller | >= $5,000/month | | Top-seller dominance | top 2-3 sellers < 50% of revenue | | Search volume | must exist | | Estimated margin | >= 30% before ad costs | Large-market exception: - If niche revenue is above $1M, higher review counts can still be acceptable when multiple sellers under 200 reviews are doing strong revenue. ## Workflow ### 1. Initial scan Run: ```text research_products(keyword="<keyword>", focus="balanced", product_limit=20) ``` Extract: - search volume - average price - average reviews - opportunity score - market grade - brand concentration - dominant brand - total niche revenue - average revenue per seller - top-seller share ### 2. Financial trend check Run: ```text research_products(keyword="<keyword>", focus="financial", product_limit=20) ``` Look for: - growing vs stable vs declining products …
Read the whole file at its exact version.
How to install
mdr add hashgraph-online/awesome-codex-plugins/product-research@sha256:eeaef583c9127223The line at the top of this page pins the label git:20260403.40685f9, 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_4l3ejqbxnkksbqlo)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Apr 3, 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 (2823 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
hashgraph-online/awesome-codex-plugins · 1,537 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4l3ejqbxnkksbqlo GET https://markdownregistry.com/api/v1/resolve?ref=hashgraph-online/awesome-codex-plugins/product-research GET https://markdownregistry.com/api/v1/blob/eeaef583c912722373907de675b3c1cf7bef8461b44d259b1dbe9b7990a8e977
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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