batch-product-research SKILL.md skillA
batch-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/batch-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/batch-product-research/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260403.40685f9, committed Apr 3, 2026
- Size
- 2,009 bytes
- Repository stars
- 1,537
- License
- Apache-2.0
Codex-native batch Amazon keyword research using LaunchFast MCP. Use when the user wants a ranked comparison across many keywords and optionally wants HTML and CSV artifacts written to disk.
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
# Batch Product Research Use this skill for 1-20 keywords. ## Inputs Accept: - comma-separated keywords - numbered lists - a local file path containing keywords Defaults: - maximum 20 keywords per run - report path: `./artifacts/launchfast/batch-research/report-[YYYY-MM-DD].html` - csv path: `./artifacts/launchfast/batch-research/report-[YYYY-MM-DD].csv` ## Workflow ### 1. Normalize input - trim whitespace - deduplicate case-insensitively - if there are more than 20 keywords, split into chunks of 20 and process chunk-by-chunk ### 2. Run balanced product research - run `research_products` for every keyword - prefer parallel tool calls where practical - do not require delegation ### 3. Score each keyword For each keyword compute: - search volume - total niche revenue - average price - average reviews - average revenue per seller - top-seller dominance - estimated margin using conservative assumptions - opportunity score and verdict Use verdicts: - VIABLE - MARGINAL - NOT RECOMMENDED - ERROR ### 4. Optional deeper passes For VIABLE or MARGINAL keywords only: - run `research_products(... focus="financial")` …
Read the whole file at its exact version.
How to install
mdr add hashgraph-online/awesome-codex-plugins/batch-product-research@sha256:9f885cf1f780446dThe 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_ktfqn7eptvkqz2bh)
5 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 (2009 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_ktfqn7eptvkqz2bh GET https://markdownregistry.com/api/v1/resolve?ref=hashgraph-online/awesome-codex-plugins/batch-product-research GET https://markdownregistry.com/api/v1/blob/9f885cf1f780446d7ef205940bc60178d8168aecc9c1bb4f9276224c6b4cad17
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.