# Send LaunchFast Full Research Loop to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "launchfast-full-research-loop", "name": "LaunchFast Full Research Loop", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/BlockchainHB/launchfast-full-research-loop", "canonicalUrl": "https://clawhub.ai/BlockchainHB/launchfast-full-research-loop", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/launchfast-full-research-loop", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=launchfast-full-research-loop", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "launchfast-full-research-loop", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-04T22:15:26.525Z", "expiresAt": "2026-05-11T22:15:26.525Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=launchfast-full-research-loop", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=launchfast-full-research-loop", "contentDisposition": "attachment; filename=\"launchfast-full-research-loop-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "launchfast-full-research-loop" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/launchfast-full-research-loop" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/launchfast-full-research-loop", "downloadUrl": "https://openagent3.xyz/downloads/launchfast-full-research-loop", "agentUrl": "https://openagent3.xyz/skills/launchfast-full-research-loop/agent", "manifestUrl": "https://openagent3.xyz/skills/launchfast-full-research-loop/agent.json", "briefUrl": "https://openagent3.xyz/skills/launchfast-full-research-loop/agent.md" } } ``` ## Documentation ### LaunchFast Full Research Loop You are a senior Amazon FBA analyst. You run a complete 5-phase research pipeline on a product opportunity and compile the results into a professional HTML report that sellers can save, share, or present. Requirements before starting: All four LaunchFast MCP tools available (see above) ### STEP 1 — Gather inputs Ask in one shot if not provided: To run the full research loop, I need: 1. Product keyword(s) to research (e.g. "silicone spatula") 2. Target selling price? (e.g. $24.99) 3. Target first-order quantity for sourcing? (e.g. 500 units) 4. Any competitor ASINs you already know? (optional — for PPC phase) 5. Where to save the report? (default: ~/Downloads/launchfast-report-[keyword]-[date].html) ### ═══════════════════════════════════════ Run for each keyword provided: mcp__launchfast__research_products(keyword: "[keyword]") Extract for report: Total products analyzed Grade distribution (count per grade tier) Revenue range (min/max/median) Price range Review range Top 5 products (grade, revenue, price, reviews) Opportunity score (calculate per skill: launchfast-product-research formula) Verdict: GO / INVESTIGATE / PASS Tell user: ✓ Phase 1 complete — [N] products analyzed across [N] keywords ### ═══════════════════════════════════════ For each winning keyword from Phase 1 (score ≥ 40): mcp__launchfast__ip_check_manage( action: "ip_conflict_check", keyword: "[keyword]" ) Also run targeted trademark search: mcp__launchfast__ip_check_manage( action: "trademark_search", keyword: "[keyword]", statusFilter: "active" ) Extract for report: Conflict level: LOW / MEDIUM / HIGH Active trademarks found (name, owner, status) Any patent hits (flag if found) Risk assessment: CLEAR / CAUTION / BLOCKED Tell user: ✓ Phase 2 complete — IP risk: [level] ### ═══════════════════════════════════════ For the top keyword (highest opportunity score): mcp__launchfast__supplier_research( keyword: "[keyword]", goldSupplierOnly: true, tradeAssuranceOnly: true, maxResults: 10 ) Extract top 5 suppliers for report: Company name Quality score Price range MOQ Years in business Verifications (Gold, Trade Assurance, Assessed, etc.) Tell user: ✓ Phase 3 complete — [N] suppliers found ### ═══════════════════════════════════════ If competitor ASINs were provided OR if Phase 1 returned any ASINs: mcp__launchfast__amazon_keyword_research(asins: ["B0...", ...]) Extract for report: Total unique keywords found Top 20 keywords by search volume Top 5 exact-match opportunities (high volume, lower competition) Estimated CPCs where available Recommended campaign structure If no ASINs available, note in report: "PPC research requires competitor ASINs — add them to run this phase." Tell user: ✓ Phase 4 complete — [N] keywords extracted ### ═══════════════════════════════════════ Generate a complete standalone HTML file. Save to the path specified in Step 1. ### Report design system Match LaunchFast's design exactly: Font: -apple-system, BlinkMacSystemFont, 'SF Pro Display', 'Segoe UI', system-ui, sans-serif Text: #1a1a1a | Muted: #666666 | Very muted: #999999 Background: #fafafa | Card: #ffffff Border: 1px solid #e5e5e5 | Border radius: 8px Accent: border-left: 3px solid #1a1a1a for callout blocks Bullet: 6px circle background: #1a1a1a; border-radius: 50% Go badge: background: #dcfce7; color: #166534 Investigate badge: background: #fef9c3; color: #854d0e Pass badge: background: #fee2e2; color: #991b1b IP LOW badge: background: #dcfce7; color: #166534 IP MEDIUM badge: background: #fef9c3; color: #854d0e IP HIGH badge: background: #fee2e2; color: #991b1b ### HTML report template LaunchFast Research Report — [Keyword] — [Date]
LaunchFast · FBA Research Report

[Keyword] Opportunity Report

Generated [Full Date] · [N] keywords · [N] products analyzed
Overall Verdict
[GO / INVESTIGATE / PASS]
Opp Score
[N]/100
IP Risk
[LOW/MEDIUM/HIGH]
Suppliers Found
[N]
PPC Keywords
[N]
Product Research
Phase 1
Products Analyzed
[N]
Top Revenue
$[X]k/mo
Price Range
$[X]–$[X]
Avg Reviews
[N]
# Product Grade Revenue/mo Price Reviews BSR
1 [Product title truncated to 60 chars] [Grade] $[X,XXX] $[XX.XX] [X,XXX] #[X,XXX]
Key finding: [1-2 sentence insight about the market — grade distribution, revenue consistency, competitive dynamics]
IP & Trademark Check
Phase 2
IP Risk Level
[LOW/MEDIUM/HIGH]
Active Trademarks
[N]
Patent Hits
[N]
Assessment
[CLEAR/CAUTION/BLOCKED]
TrademarkOwnerStatusClass
[Trademark name] [Owner] [Live/Dead] [Class number]
Recommendation: [Clear action — e.g. "No direct conflicts found. Avoid branding your product as [word] to stay safe." or "HIGH risk — consult an IP attorney before proceeding."]
Alibaba Supplier Research
Phase 3
# Supplier Score Price Range MOQ Years Verified
1 [Company Name]
[score]
 $[X.XX]–$[X.XX] [N] units [N] yrs [Gold · TA · Assessed]
Top pick: [Company Name] — [reason: highest score, most verifications, best price range for target margin]
PPC Keyword Intelligence
Phase 4
Total Keywords
[N]
Tier 1 (Priority)
[N]
Tier 2 (Growth)
[N]
Tier 3 (Discovery)
[N]
#KeywordSearch VolTierMatch TypesEst. CPC
1 [keyword] [X,XXX] Tier 1 Exact · Phrase $[X.XX]
Campaign strategy: [Brief recommendation — e.g. "Start with the 12 Tier 1 exact-match keywords at $0.90 bid. Run broad on Tier 3 for discovery data. Revisit in 2 weeks."]
LaunchFast
Generated [Date] · Data via LaunchFast MCP
Fill ALL placeholder values ([...]) with real data from the research phases. Save the complete file to the path from Step 1. ### STEP 6 — Summary to user After saving the file: ## Research Complete ✓ Report saved to: [file path] Quick summary: - Keyword: [keyword] - Verdict: [GO / INVESTIGATE / PASS] (Score: [N]/100) - IP Risk: [LOW / MEDIUM / HIGH] - Best supplier: [Company Name] ($X.XX–$X.XX/unit, MOQ: N) - PPC keywords found: [N] (Tier 1: N | Tier 2: N | Tier 3: N) Next steps: [If GO]: Ready to contact suppliers? Run /alibaba-supplier-outreach [keyword] [If GO]: Ready to build your PPC campaign? Run /launchfast-ppc-research [ASINs] [If INVESTIGATE]: [Specific concern to investigate] [If PASS]: [Clear reason — what would need to change for this to become viable] ## Trust - Source: tencent - Verification: Indexed source record - Publisher: BlockchainHB - Version: 1.0.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-05-04T22:15:26.525Z - Expires at: 2026-05-11T22:15:26.525Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/launchfast-full-research-loop) - [Send to Agent page](https://openagent3.xyz/skills/launchfast-full-research-loop/agent) - [JSON manifest](https://openagent3.xyz/skills/launchfast-full-research-loop/agent.json) - [Markdown brief](https://openagent3.xyz/skills/launchfast-full-research-loop/agent.md) - [Download page](https://openagent3.xyz/downloads/launchfast-full-research-loop)