[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M73GF72FE0Y5JWTWWWVSC8ZS":3,"skill-same:01M73GF72FE0Y5JWTWWWVSC8ZS":47},{"skillNo":4,"name":5,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":17,"publishedAt":18,"linkOnly":19,"markdownContent":20,"markdownBody":21,"frontMatter":22,"refName":23,"commitSha":24,"skillDirectory":25,"forksCount":26,"repositoryHtmlUrl":27,"repositoryHomepageUrl":28,"ownerHtmlUrl":29,"ownerBlogUrl":30,"ownerDescription":31,"updatedAt":32,"install":33,"resources":46},"01M73GF72FE0Y5JWTWWWVSC8ZS","twirp-rpc-patterns",null,"Horonomos-laps\u002FYana-AI","Horonomos-laps","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F355299122?v=4","01M76B3QPXE88ET2SQPDPVATZT"," Horonomos-laps","01M72ZQRJPCYPSSWT4D00VJR2A",13,"Apache-2.0","https:\u002F\u002Fgithub.com\u002FHoronomos-laps\u002FYana-AI\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Ftwirp-rpc-patterns\u002FSKILL.md",[],[],"2026-11-11 15:11:14",false,"---\nname: twirp-rpc-patterns\ndescription: Twirp lightweight RPC over HTTP\u002F1.1 with Protobuf or JSON transport. Service routing, error codes, middleware hooks, and no-proxy deployment for simple agent-to-agent calls. Sources: twitchtv\u002Ftwirp (Apache-2.0).\norigin: yana-ai — synthesized from twitchtv\u002Ftwirp (Apache-2.0)\nlicense: Apache-2.0\nversion: 1.0.0\ncompatibility: yana-ai >= 1.3.50\n---\n\n# \u002Ftwirp-rpc-patterns\n\n## When to Use\n\n- gRPC is overkill: no HTTP\u002F2 infrastructure, no streaming required\n- Simple request-response RPC with Protobuf encoding over plain HTTP\n- Behind standard reverse proxies (nginx, Caddy) without grpc_pass config\n- JSON fallback: same service works with both Protobuf and JSON clients\n\n## Do NOT use for\n\n- Bidirectional streaming (use [[grpc-streaming-rpc]])\n- Browser clients without CORS concerns (Twirp JSON works, but REST is simpler)\n\n---\n\n## Twirp URL convention\n\n```\nPOST \u002Ftwirp\u002F\u003Cpackage>.\u003CService>\u002F\u003CMethod>\nContent-Type: application\u002Fprotobuf   (binary)\n           or application\u002Fjson       (human-readable fallback)\n```\n\n---\n\n## Node.js Twirp server (twirp-ts)\n\n```typescript\nimport { createServer }   from 'http'\nimport { TwirpServer, chainHooks } from 'twirp-ts'\nimport { AgentBus }       from '.\u002Fgenerated\u002Fagent_bus_twirp'  \u002F\u002F generated from proto\n\nconst server = new TwirpServer({\n  service: AgentBus,\n  implementation: {\n    async DispatchTask(ctx, req) {\n      const taskId = `task-${Date.now()}`\n      return { taskId, accepted: true }\n    },\n\n    async GetTaskStatus(ctx, req) {\n      const status = await taskRegistry.get(req.taskId)\n      if (!status) throw new TwirpError(TwirpErrorCode.NotFound, `task ${req.taskId} not found`)\n      return { taskId: req.taskId, status }\n    },\n  },\n  hooks: chainHooks(\n    {\n      requestReceived: async (ctx) => {\n        ctx.agentId = ctx.req.headers['x-agent-id'] as string\n        if (!ctx.agentId) throw new TwirpError(TwirpErrorCode.Unauthenticated, 'missing x-agent-id')\n      },\n    }\n  ),\n})\n\ncreateServer((req, res) => server.httpHandler(req, res)).listen(8080)\n```\n\n---\n\n## Twirp client (JSON transport)\n\n```typescript\nimport fetch from 'node-fetch'\n\nasync function twirpCall\u003CReq, Res>(\n  baseUrl:  string,\n  service:  string,\n  method:   string,\n  body:     Req,\n  agentId:  string\n): Promise\u003CRes> {\n  const url = `${baseUrl}\u002Ftwirp\u002F${service}\u002F${method}`\n  const res = await fetch(url, {\n    method:  'POST',\n    headers: {\n      'Content-Type': 'application\u002Fjson',\n      'X-Agent-Id':   agentId,\n    },\n    body: JSON.stringify(body),\n  })\n\n  if (!res.ok) {\n    const err = await res.json()\n    throw new Error(`[twirp] ${err.code}: ${err.msg}`)\n  }\n  return res.json()\n}\n\nconst ack = await twirpCall(\n  'http:\u002F\u002Flocalhost:8080',\n  'yamtam.AgentBus',\n  'DispatchTask',\n  { tool: 'bash', paramsJson: '{\"cmd\":\"ls\"}' },\n  'did:yamtam:0xabc123'\n)\n```\n\n---\n\n## Twirp error codes\n\n```typescript\nimport { TwirpError, TwirpErrorCode } from 'twirp-ts'\n\n\u002F\u002F Standard error codes (map to HTTP status):\n\u002F\u002F Canceled           → 408\n\u002F\u002F Unknown            → 500\n\u002F\u002F InvalidArgument    → 400\n\u002F\u002F NotFound           → 404\n\u002F\u002F AlreadyExists      → 409\n\u002F\u002F PermissionDenied   → 403\n\u002F\u002F Unauthenticated    → 401\n\u002F\u002F ResourceExhausted  → 429  ← rate limit\n\u002F\u002F Internal           → 500\n\nthrow new TwirpError(TwirpErrorCode.ResourceExhausted, 'rate limit exceeded')\n```\n\n---\n\n## Anti-Fake-Pass Checklist\n\n```\n❌ Missing Content-Type: application\u002Fjson → Twirp returns 415 Unsupported Media Type\n❌ URL path case mismatch — Twirp routing is case-sensitive: \u002FDispatchTask ≠ \u002Fdispatchtask\n❌ Throwing plain Error in handler → becomes TwirpErrorCode.Internal with no details\n❌ No authentication hook → any caller can invoke any method\n❌ Protobuf and JSON clients mixed without content-type check → binary parsed as JSON\n❌ TwirpErrorCode.ResourceExhausted not mapped to retry logic on client → no backoff\n```\n","# \u002Ftwirp-rpc-patterns\n\n## When to Use\n\n- gRPC is overkill: no HTTP\u002F2 infrastructure, no streaming required\n- Simple request-response RPC with Protobuf encoding over plain HTTP\n- Behind standard reverse proxies (nginx, Caddy) without grpc_pass config\n- JSON fallback: same service works with both Protobuf and JSON clients\n\n## Do NOT use for\n\n- Bidirectional streaming (use [[grpc-streaming-rpc]])\n- Browser clients without CORS concerns (Twirp JSON works, but REST is simpler)\n\n---\n\n## Twirp URL convention\n\n```\nPOST \u002Ftwirp\u002F\u003Cpackage>.\u003CService>\u002F\u003CMethod>\nContent-Type: application\u002Fprotobuf   (binary)\n           or application\u002Fjson       (human-readable fallback)\n```\n\n---\n\n## Node.js Twirp server (twirp-ts)\n\n```typescript\nimport { createServer }   from 'http'\nimport { TwirpServer, chainHooks } from 'twirp-ts'\nimport { AgentBus }       from '.\u002Fgenerated\u002Fagent_bus_twirp'  \u002F\u002F generated from proto\n\nconst server = new TwirpServer({\n  service: AgentBus,\n  implementation: {\n    async DispatchTask(ctx, req) {\n      const taskId = `task-${Date.now()}`\n      return { taskId, accepted: true }\n    },\n\n    async GetTaskStatus(ctx, req) {\n      const status = await taskRegistry.get(req.taskId)\n      if (!status) throw new TwirpError(TwirpErrorCode.NotFound, `task ${req.taskId} not found`)\n      return { taskId: req.taskId, status }\n    },\n  },\n  hooks: chainHooks(\n    {\n      requestReceived: async (ctx) => {\n        ctx.agentId = ctx.req.headers['x-agent-id'] as string\n        if (!ctx.agentId) throw new TwirpError(TwirpErrorCode.Unauthenticated, 'missing x-agent-id')\n      },\n    }\n  ),\n})\n\ncreateServer((req, res) => server.httpHandler(req, res)).listen(8080)\n```\n\n---\n\n## Twirp client (JSON transport)\n\n```typescript\nimport fetch from 'node-fetch'\n\nasync function twirpCall\u003CReq, Res>(\n  baseUrl:  string,\n  service:  string,\n  method:   string,\n  body:     Req,\n  agentId:  string\n): Promise\u003CRes> {\n  const url = `${baseUrl}\u002Ftwirp\u002F${service}\u002F${method}`\n  const res = await fetch(url, {\n    method:  'POST',\n    headers: {\n      'Content-Type': 'application\u002Fjson',\n      'X-Agent-Id':   agentId,\n    },\n    body: JSON.stringify(body),\n  })\n\n  if (!res.ok) {\n    const err = await res.json()\n    throw new Error(`[twirp] ${err.code}: ${err.msg}`)\n  }\n  return res.json()\n}\n\nconst ack = await twirpCall(\n  'http:\u002F\u002Flocalhost:8080',\n  'yamtam.AgentBus',\n  'DispatchTask',\n  { tool: 'bash', paramsJson: '{\"cmd\":\"ls\"}' },\n  'did:yamtam:0xabc123'\n)\n```\n\n---\n\n## Twirp error codes\n\n```typescript\nimport { TwirpError, TwirpErrorCode } from 'twirp-ts'\n\n\u002F\u002F Standard error codes (map to HTTP status):\n\u002F\u002F Canceled           → 408\n\u002F\u002F Unknown            → 500\n\u002F\u002F InvalidArgument    → 400\n\u002F\u002F NotFound           → 404\n\u002F\u002F AlreadyExists      → 409\n\u002F\u002F PermissionDenied   → 403\n\u002F\u002F Unauthenticated    → 401\n\u002F\u002F ResourceExhausted  → 429  ← rate limit\n\u002F\u002F Internal           → 500\n\nthrow new TwirpError(TwirpErrorCode.ResourceExhausted, 'rate limit exceeded')\n```\n\n---\n\n## Anti-Fake-Pass Checklist\n\n```\n❌ Missing Content-Type: application\u002Fjson → Twirp returns 415 Unsupported Media Type\n❌ URL path case mismatch — Twirp routing is case-sensitive: \u002FDispatchTask ≠ \u002Fdispatchtask\n❌ Throwing plain Error in handler → becomes TwirpErrorCode.Internal with no details\n❌ No authentication hook → any caller can invoke any method\n❌ Protobuf and JSON clients mixed without content-type check → binary parsed as JSON\n❌ TwirpErrorCode.ResourceExhausted not mapped to retry logic on client → no backoff\n```\n",{},"main","481dcd7dd2e288b9d627a2bd017db70e64e6c6fa","core\u002Fskills\u002Ftwirp-rpc-patterns",1,"https:\u002F\u002Fgithub.com\u002FHoronomos-laps\u002FYana-AI","https:\u002F\u002Fyana.vutam.link\u002F","https:\u002F\u002Fgithub.com\u002FHoronomos-laps","https:\u002F\u002Fyana.vutam.link","An open-source governed runtime & execution environment for multi-agent AI systems.","2026-11-11 23:56:26",{"source":7,"skillName":5,"commands":34,"prompt":44,"zipAvailable":45},[35,38,41],{"tool":36,"command":37},"npx","npx skills add Horonomos-laps\u002FYana-AI --skill twirp-rpc-patterns",{"tool":39,"command":40},"bunx","bunx skills add Horonomos-laps\u002FYana-AI --skill twirp-rpc-patterns",{"tool":42,"command":43},"pnpm","pnpm dlx skills add Horonomos-laps\u002FYana-AI --skill 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Use for read-only basket comparison and gap analysis without investment advice or live trading.","https:\u002F\u002Fgithub.com\u002FHoronomos-laps\u002FYana-AI\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fito-basket-compare\u002FSKILL.md",[],[],{"skillNo":64,"name":65,"nameZh":6,"description":66,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":67,"sourceHtmlUrl":68,"categories":69,"keywords":70,"publishedAt":18},"01M734CYEMZFDR3KH6SW0JP8TD","implementing-network-traffic-baselining","Build network traffic baselines from NetFlow\u002FIPFIX data using Python pandas for statistical analysis, z-score anomaly detection, and hourly\u002Fdaily traffic pattern profiling","https:\u002F\u002Fgithub.com\u002Fyanacuti1121\u002FYana-AI\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Fimplementing-network-traffic-baselining\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FHoronomos-laps\u002FYana-AI\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Fimplementing-network-traffic-baselining\u002FSKILL.md",[],[],{"skillNo":72,"name":73,"nameZh":6,"description":74,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":75,"sourceHtmlUrl":76,"categories":77,"keywords":78,"publishedAt":18},"01M73ASZ6NJRJM44Z2P84NGQ3Q","detecting-evasion-techniques-in-endpoint-logs","Detects defense evasion techniques used by adversaries in endpoint logs including log tampering, timestomping, process injection, and security tool disabling. Use when investigating suspicious endpoint behavior, building detection rules for evasion tactics, or conducting threat hunting for stealthy adversary activity. Activates for requests involving evasion detection, defense evasion analysis, log tampering detection, or MITRE ATT&CK TA0005.","https:\u002F\u002Fgithub.com\u002Fyanacuti1121\u002FYana-AI\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fdetecting-evasion-techniques-in-endpoint-logs\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FHoronomos-laps\u002FYana-AI\u002Fblob\u002Fmain\u002Fcore\u002Fskills\u002Fdetecting-evasion-techniques-in-endpoint-logs\u002FSKILL.md",[],[],{"skillNo":80,"name":81,"nameZh":6,"description":82,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":83,"sourceHtmlUrl":84,"categories":85,"keywords":86,"publishedAt":18},"01M734AFNXD06Z78QRK0VKGT7Q","implementing-microsegmentation-with-guardicore","Implementing microsegmentation using Akamai Guardicore Segmentation to map application dependencies, create granular network policies, visualize east-west traffic flows, and enforce least-privilege communication between workloads across data centers and cloud.","https:\u002F\u002Fgithub.com\u002Fyanacuti1121\u002FYana-AI\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Fimplementing-microsegmentation-with-guardicore\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FHoronomos-laps\u002FYana-AI\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Fimplementing-microsegmentation-with-guardicore\u002FSKILL.md",[],[],{"skillNo":88,"name":89,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":90,"categories":91,"keywords":92,"publishedAt":18},"01M736TK27QMCXK0DVCH25SJN5","ramdisk-tmpfs-patterns","https:\u002F\u002Fgithub.com\u002FHoronomos-laps\u002FYana-AI\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Framdisk-tmpfs-patterns\u002FSKILL.md",[],[]]