# Send Masterswarm 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": "masterswarm", "name": "Masterswarm", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/contrario/masterswarm", "canonicalUrl": "https://clawhub.ai/contrario/masterswarm", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/masterswarm", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=masterswarm", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md", "_meta.json" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-30T16:55:25.780Z", "expiresAt": "2026-05-07T16:55:25.780Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/masterswarm" }, "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/masterswarm", "downloadUrl": "https://openagent3.xyz/downloads/masterswarm", "agentUrl": "https://openagent3.xyz/skills/masterswarm/agent", "manifestUrl": "https://openagent3.xyz/skills/masterswarm/agent.json", "briefUrl": "https://openagent3.xyz/skills/masterswarm/agent.md" } } ``` ## Documentation ### MasterSwarm AI — 15 Engines. 31 Agents. One Verdict. MasterSwarm is a cloud-based distributed AI orchestration API that analyzes documents and questions using 15 specialized AI engines running in parallel. ### What It Does Send any text or question to the MasterSwarm API — 15 engines analyze it simultaneously and return a professional multi-page analysis. ### Available Engines Engine IDNameUse CasechefChef OmegaRecipes, food cost, restaurant consultingapexAPEX StrategyBusiness strategy, financial projections, cryptoconsultNEXUS ConsultingSWOT, roadmaps, systems thinkingresearchResearch LabScientific analysis, medical labs, papersmarketMarket IntelCompetitive analysis, TAM/SAM, growth plansmolecularAPEIRON LabMolecular gastronomy, food scienceoracleOracleForecasting, predictions, scenario planningassemblyGAIA BrainMulti-perspective analysis (12 cognitive neurons)analystData AnalystStatistics, anomaly detection, modeling ### Required Credentials This skill requires a MasterSwarm API key to authenticate requests. All API calls are sent to https://api.neurodoc.app. MASTERSWARM_API_KEY=your_personal_key_here ### How to Get Your API Key Visit https://masterswarm.net and purchase a plan: Explorer (€9.99) — 5 reports Professional (€29.99) — 20 reports Enterprise (€79.99) — 60 reports After purchase, Gumroad emails you a license key Go to https://masterswarm.net/app/ → click Upgrade → paste your license key → Activate Your key is now active — use it as MASTERSWARM_API_KEY ### Data Handling & Privacy API Host: api.neurodoc.app (operated by NeuroDoc Pro, same entity as masterswarm.net) Servers: Hetzner, Germany (EU-only) Encryption: TLS 1.3 end-to-end Data Retention: Zero — documents are processed in real-time and immediately discarded GDPR: Compliant — privacy policy at https://masterswarm.net (footer → Privacy Policy) No data is stored, logged, or used for training ### Single Engine Analysis curl -s --max-time 120 -X POST https://api.neurodoc.app/aetherlang/execute \\ -H "Content-Type: application/json" \\ -H "X-Aether-Key: MASTERSWARM_API_KEY" \\ -d '{ "code": "flow Q {\\n using target \\"neuroaether\\" version \\">=0.2\\";\\n input text query;\\n node G: guard mode=\\"STANDARD\\";\\n node E: ENGINE_ID style=\\"professional\\";\\n G -> E;\\n output text result from E;\\n}", "query": "USER_QUESTION_OR_DOCUMENT_TEXT" }' Replace: MASTERSWARM_API_KEY — your personal API key ENGINE_ID — one from the table above (e.g. apex, chef, research) USER_QUESTION_OR_DOCUMENT_TEXT — the user's question or extracted document text ### Engine Selection Guide User RequestEngine IDRecipe, food, restaurant, menuchefBusiness strategy, startup, ROIapexSWOT, consulting, roadmap, KPIsconsultResearch, science, papers, evidenceresearchMarket analysis, competition, pricingmarketCrypto, trading, DeFi, portfolioapexMedical labs, blood tests, healthresearchLegal, contracts, complianceconsultFinancial analysis, P&L, ratiosapexGeneral or multi-domain questionassemblyData, statistics, anomaliesanalystMolecular gastronomy, food sciencemolecularForecasting, predictionsoracle ### Multi-Engine Analysis For comprehensive reports, call multiple engines sequentially: # Example: Run apex + consult + research on the same query for ENGINE_ID in apex consult research; do curl -s --max-time 120 -X POST https://api.neurodoc.app/aetherlang/execute \\ -H "Content-Type: application/json" \\ -H "X-Aether-Key: MASTERSWARM_API_KEY" \\ -d "{ \\"code\\": \\"flow M {\\n using target \\\\\\"neuroaether\\\\\\" version \\\\\\">=0.2\\\\\\";\\n input text query;\\n node G: guard mode=\\\\\\"STANDARD\\\\\\";\\n node E: $ENGINE_ID style=\\\\\\"professional\\\\\\";\\n G -> E;\\n output text result from E;\\n}\\", \\"query\\": \\"USER_QUESTION\\" }" done ### Response Format { "status": "success", "result": { "final_output": "## Full analysis report in markdown...", "outputs": {"E": "..."}, "execution_log": [ {"node": "G", "status": "OK"}, {"node": "E", "status": "OK", "duration": 5.2} ] }, "duration_seconds": 6.1 } Extract result.final_output to present the report to the user. Error responses: "status": "error" — check error field for details "status": "validation_error" — malformed flow code HTTP 429 — rate limited, wait and retry ### Important Notes Timeout: Use 120-180 second timeout — multi-engine analysis needs time Credits: Each API call consumes 1 credit from the user's purchased plan Language: Auto-detects input language — reports match the query language Rate Limit: Max 5 concurrent requests per key ### Links ResourceURLLanding Pagehttps://masterswarm.netBuy Creditshttps://masterswarm.net (Pricing section)App Dashboardhttps://masterswarm.net/app/Telegram Bothttps://t.me/aetherlang_botAetherLang Docshttps://aetherlang.netPrivacy Policyhttps://masterswarm.net (footer)Support Emailechelonvoids@protonmail.com ## Trust - Source: tencent - Verification: Indexed source record - Publisher: contrario - Version: 1.1.2 ## Source health - Status: healthy - Source download looks usable. - Yavira can redirect you to the upstream package for this source. - Health scope: source - Reason: direct_download_ok - Checked at: 2026-04-30T16:55:25.780Z - Expires at: 2026-05-07T16:55:25.780Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/masterswarm) - [Send to Agent page](https://openagent3.xyz/skills/masterswarm/agent) - [JSON manifest](https://openagent3.xyz/skills/masterswarm/agent.json) - [Markdown brief](https://openagent3.xyz/skills/masterswarm/agent.md) - [Download page](https://openagent3.xyz/downloads/masterswarm)