launchfast-product-research SKILL.md skillA
launchfast-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/launchfast-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/launchfast-product-research/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260403.40685f9, committed Apr 3, 2026
- Size
- 2,470 bytes
- Repository stars
- 1,537
- License
- Apache-2.0
Codex-native multi-keyword Amazon opportunity scan using LaunchFast MCP. Use when the user wants to research 1-10 keywords, compare niches, or decide whether a product idea is a GO, INVESTIGATE, or PASS. Requires the LaunchFast MCP tool `research_products`.
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
# LaunchFast Product Research Use this skill for a fast, opinionated market scan across up to 10 keywords. ## Inputs If missing, ask once for: - keywords to research - optional target price band - optional competition tolerance ## Workflow ### 1. Run research - Run `research_products` for each keyword. - Prefer parallel tool calls when researching more than one keyword. - Use `focus="balanced"` and `product_limit=20` unless the user asks otherwise. ### 2. Extract core metrics per keyword From the response, compute: - products analyzed - grade distribution - median monthly revenue - top product revenue - average or median price - average or median reviews - brand concentration - dominant brand ### 3. Score the market Use this score out of 100: ```text score = (% of products graded B5 or better) * 30 + (median revenue >= 8000 ? 30 : (median revenue / 8000) * 30) + (median reviews < 300 ? 20 : (300 / median reviews) * 20) + (median price between 18 and 60 ? 20 : 10) ``` Competition bands: - Low: median reviews < 200 - Medium: median reviews 200-800 - High: median reviews > 800 Verdicts: - GO: score >= 65 - INVESTIGATE: score 40-64 - PASS: score < 40 …
Read the whole file at its exact version.
How to install
mdr add hashgraph-online/awesome-codex-plugins/launchfast-product-research@sha256:5988b9dafae2f828The 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_ewxcacg4js4eijfj)
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 (2470 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_ewxcacg4js4eijfj GET https://markdownregistry.com/api/v1/resolve?ref=hashgraph-online/awesome-codex-plugins/launchfast-product-research GET https://markdownregistry.com/api/v1/blob/5988b9dafae2f82845a4b9a794cf815cbcfe492648d9c2ceb0fa8d3833dd7686
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.