launchfast-full-research-loop SKILL.md skillA
launchfast-full-research-loop 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-full-research-loop@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-full-research-loop/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260403.40685f9, committed Apr 3, 2026
- Size
- 2,629 bytes
- Repository stars
- 1,537
- License
- Apache-2.0
End-to-end Codex-native Amazon FBA research workflow using LaunchFast MCP. Use when the user wants a single report covering product research, IP risk, supplier sourcing, and PPC keyword intelligence. Requires `research_products`, `ip_check_manage`, `supplier_research`, and `amazon_keyword_research`.
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 Full Research Loop ## Inputs If needed, ask once for: - keyword or keyword list - target selling price - first order quantity - optional competitor ASINs - optional report path Default report path: `./artifacts/launchfast/reports/launchfast-report-[keyword]-[YYYY-MM-DD].html` ## Workflow ### 1. Product research - Run `research_products` for each keyword with `focus="balanced"` and `product_limit=20`. - Score each keyword using the same logic as `launchfast-product-research`. - Pick winners for deeper analysis. ### 2. IP check For promising keywords, run: ```text ip_check_manage(action="ip_conflict_check", keyword="<keyword>") ip_check_manage(action="trademark_search", keyword="<keyword>") ``` Extract: - conflict level - notable active marks - patent concerns if present - final risk posture: CLEAR, CAUTION, or BLOCKED ### 3. Supplier research For the strongest keyword, run: ```text supplier_research(keyword="<keyword>", goldSupplierOnly=true, tradeAssuranceOnly=true, maxResults=10) ``` Summarize the top suppliers with: - company name - quality score - price band - MOQ - years in business - trust signals ### 4. PPC research …
Read the whole file at its exact version.
How to install
mdr add hashgraph-online/awesome-codex-plugins/launchfast-full-research-loop@sha256:b617631d6437fce2The 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_ao7wda2yq3e4ocxr)
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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 (2629 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_ao7wda2yq3e4ocxr GET https://markdownregistry.com/api/v1/resolve?ref=hashgraph-online/awesome-codex-plugins/launchfast-full-research-loop GET https://markdownregistry.com/api/v1/blob/b617631d6437fce2976ad6ca03a97abcddec62d10e9364f55571b3e10fcc1b4a
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.