[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6H97XY6KMH83GE42WA90SWD":3,"skill-same:01M6H97XY6KMH83GE42WA90SWD":74},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":22,"publishedAt":43,"linkOnly":44,"markdownContent":45,"markdownBody":46,"frontMatter":47,"refName":53,"commitSha":54,"skillDirectory":55,"forksCount":56,"repositoryHtmlUrl":57,"repositoryHomepageUrl":6,"ownerHtmlUrl":58,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":59,"install":60,"resources":73},"01M6H97XY6KMH83GE42WA90SWD","twinmind-sdk-patterns",null,"Apply production-ready TwinMind SDK patterns for TypeScript and Python.\nUse when implementing TwinMind integrations, refactoring API usage,\nor establishing team coding standards for meeting AI integration.\nTrigger with phrases like \"twinmind SDK patterns\", \"twinmind best practices\",\n\"twinmind code patterns\", \"idiomatic twinmind\".","micsapp\u002Fmicstec-skills","micsapp","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F82411001?v=4","01M6GWCFQ6D3PV8EHNY62NN5VW","01M6GWCFVE1PA5HG0DKC7AMFJ3",4,"MIT","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fclaude-code\u002Fplugins-plus-skills\u002Fplugins\u002Fsaas-packs\u002Ftwinmind-pack\u002Fskills\u002Ftwinmind-sdk-patterns\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],"sdk","twinmind sdk patterns","patterns","write","implementing","production-ready","code patterns","io","standards","ready","edit","openclaw","read","coding","refactoring","team","api","coding standards","code","typescript","2026-11-10 10:12:30",false,"---\nname: twinmind-sdk-patterns\ndescription: |\n  Apply production-ready TwinMind SDK patterns for TypeScript and Python.\n  Use when implementing TwinMind integrations, refactoring API usage,\n  or establishing team coding standards for meeting AI integration.\n  Trigger with phrases like \"twinmind SDK patterns\", \"twinmind best practices\",\n  \"twinmind code patterns\", \"idiomatic twinmind\".\nallowed-tools: Read, Write, Edit\nversion: 1.0.0\nlicense: MIT\nauthor: Jeremy Longshore \u003Cjeremy@intentsolutions.io>\ncompatible-with: claude-code, codex, openclaw\n---\n# TwinMind SDK Patterns\n\n## Overview\nProduction patterns for TwinMind's AI memory and meeting intelligence REST API. TwinMind captures, organizes, and retrieves contextual memories from conversations and meetings.\n\n## Prerequisites\n- TwinMind API key configured\n- Understanding of REST API patterns\n- Familiarity with memory\u002Fcontext retrieval concepts\n\n## Instructions\n\n### Step 1: Client Wrapper with Authentication\n\n```python\nimport requests\nimport os\n\nclass TwinMindClient:\n    def __init__(self, api_key: str = None, base_url: str = \"https:\u002F\u002Fapi.twinmind.com\u002Fv1\"):\n        self.api_key = api_key or os.environ[\"TWINMIND_API_KEY\"]\n        self.base_url = base_url\n        self.session = requests.Session()\n        self.session.headers.update({\n            \"Authorization\": f\"Bearer {self.api_key}\",\n            \"Content-Type\": \"application\u002Fjson\"\n        })\n\n    def _request(self, method: str, path: str, **kwargs):\n        response = self.session.request(method, f\"{self.base_url}{path}\", **kwargs)\n        response.raise_for_status()\n        return response.json()\n```\n\n### Step 2: Memory Storage and Retrieval\n\n```python\nclass TwinMindClient:\n    # ... (continued from Step 1)\n\n    def store_memory(self, content: str, context: dict = None, tags: list = None) -> dict:\n        return self._request(\"POST\", \"\u002Fmemories\", json={\n            \"content\": content,\n            \"context\": context or {},\n            \"tags\": tags or [],\n            \"timestamp\": datetime.utcnow().isoformat()\n        })\n\n    def search_memories(self, query: str, limit: int = 10, tags: list = None) -> list:\n        params = {\"q\": query, \"limit\": limit}\n        if tags:\n            params[\"tags\"] = \",\".join(tags)\n        return self._request(\"GET\", \"\u002Fmemories\u002Fsearch\", params=params)\n\n    def get_memory(self, memory_id: str) -> dict:\n        return self._request(\"GET\", f\"\u002Fmemories\u002F{memory_id}\")\n```\n\n### Step 3: Meeting Context Integration\n\n```python\n    def create_meeting_context(self, meeting_id: str, transcript: str, participants: list) -> dict:\n        return self._request(\"POST\", \"\u002Fcontexts\u002Fmeeting\", json={\n            \"meeting_id\": meeting_id,\n            \"transcript\": transcript,\n            \"participants\": participants,\n            \"extract_action_items\": True,\n            \"extract_decisions\": True\n        })\n\n    def get_meeting_insights(self, meeting_id: str) -> dict:\n        return self._request(\"GET\", f\"\u002Fcontexts\u002Fmeeting\u002F{meeting_id}\u002Finsights\")\n```\n\n### Step 4: Batch Operations with Rate Limiting\n\n```python\nimport time\n\ndef batch_store_memories(client: TwinMindClient, memories: list, batch_size: int = 20):\n    results = []\n    for i in range(0, len(memories), batch_size):\n        batch = memories[i:i+batch_size]\n        for memory in batch:\n            try:\n                result = client.store_memory(**memory)\n                results.append({\"status\": \"ok\", \"id\": result[\"id\"]})\n            except requests.HTTPError as e:\n                if e.response.status_code == 429:  # HTTP 429 Too Many Requests\n                    time.sleep(int(e.response.headers.get(\"Retry-After\", 5)))\n                    result = client.store_memory(**memory)\n                    results.append({\"status\": \"ok\", \"id\": result[\"id\"]})\n                else:\n                    results.append({\"status\": \"error\", \"error\": str(e)})\n        time.sleep(1)  # rate limit between batches\n    return results\n```\n\n## Error Handling\n| Error | Cause | Solution |\n|-------|-------|----------|\n| `401 Unauthorized` | Invalid API key | Verify `TWINMIND_API_KEY` |\n| `429 Rate Limited` | Too many requests | Respect `Retry-After` header |\n| `404 Not Found` | Invalid memory\u002Fmeeting ID | Validate IDs before lookup |\n| Empty search results | Query too specific | Broaden query terms |\n\n## Examples\n\n### Full Meeting Workflow\n```python\nclient = TwinMindClient()\n# After meeting ends\nctx = client.create_meeting_context(\n    meeting_id=\"mtg-123\",\n    transcript=transcript_text,\n    participants=[\"alice@co.com\", \"bob@co.com\"]\n)\ninsights = client.get_meeting_insights(\"mtg-123\")\nfor item in insights.get(\"action_items\", []):\n    print(f\"- [{item['assignee']}] {item['task']}\")\n```\n\n## Resources\n- [TwinMind API](https:\u002F\u002Fdocs.twinmind.com)\n\n## Output\n\n- Configuration files or code changes applied to the project\n- Validation report confirming correct implementation\n- Summary of changes made and their rationale","# TwinMind SDK Patterns\n\n## Overview\nProduction patterns for TwinMind's AI memory and meeting intelligence REST API. TwinMind captures, organizes, and retrieves contextual memories from conversations and meetings.\n\n## Prerequisites\n- TwinMind API key configured\n- Understanding of REST API patterns\n- Familiarity with memory\u002Fcontext retrieval concepts\n\n## Instructions\n\n### Step 1: Client Wrapper with Authentication\n\n```python\nimport requests\nimport os\n\nclass TwinMindClient:\n    def __init__(self, api_key: str = None, base_url: str = \"https:\u002F\u002Fapi.twinmind.com\u002Fv1\"):\n        self.api_key = api_key or os.environ[\"TWINMIND_API_KEY\"]\n        self.base_url = base_url\n        self.session = requests.Session()\n        self.session.headers.update({\n            \"Authorization\": f\"Bearer {self.api_key}\",\n            \"Content-Type\": \"application\u002Fjson\"\n        })\n\n    def _request(self, method: str, path: str, **kwargs):\n        response = self.session.request(method, f\"{self.base_url}{path}\", **kwargs)\n        response.raise_for_status()\n        return response.json()\n```\n\n### Step 2: Memory Storage and Retrieval\n\n```python\nclass TwinMindClient:\n    # ... (continued from Step 1)\n\n    def store_memory(self, content: str, context: dict = None, tags: list = None) -> dict:\n        return self._request(\"POST\", \"\u002Fmemories\", json={\n            \"content\": content,\n            \"context\": context or {},\n            \"tags\": tags or [],\n            \"timestamp\": datetime.utcnow().isoformat()\n        })\n\n    def search_memories(self, query: str, limit: int = 10, tags: list = None) -> list:\n        params = {\"q\": query, \"limit\": limit}\n        if tags:\n            params[\"tags\"] = \",\".join(tags)\n        return self._request(\"GET\", \"\u002Fmemories\u002Fsearch\", params=params)\n\n    def get_memory(self, memory_id: str) -> dict:\n        return self._request(\"GET\", f\"\u002Fmemories\u002F{memory_id}\")\n```\n\n### Step 3: Meeting Context Integration\n\n```python\n    def create_meeting_context(self, meeting_id: str, transcript: str, participants: list) -> dict:\n        return self._request(\"POST\", \"\u002Fcontexts\u002Fmeeting\", json={\n            \"meeting_id\": meeting_id,\n            \"transcript\": transcript,\n            \"participants\": participants,\n            \"extract_action_items\": True,\n            \"extract_decisions\": True\n        })\n\n    def get_meeting_insights(self, meeting_id: str) -> dict:\n        return self._request(\"GET\", f\"\u002Fcontexts\u002Fmeeting\u002F{meeting_id}\u002Finsights\")\n```\n\n### Step 4: Batch Operations with Rate Limiting\n\n```python\nimport time\n\ndef batch_store_memories(client: TwinMindClient, memories: list, batch_size: int = 20):\n    results = []\n    for i in range(0, len(memories), batch_size):\n        batch = memories[i:i+batch_size]\n        for memory in batch:\n            try:\n                result = client.store_memory(**memory)\n                results.append({\"status\": \"ok\", \"id\": result[\"id\"]})\n            except requests.HTTPError as e:\n                if e.response.status_code == 429:  # HTTP 429 Too Many Requests\n                    time.sleep(int(e.response.headers.get(\"Retry-After\", 5)))\n                    result = client.store_memory(**memory)\n                    results.append({\"status\": \"ok\", \"id\": result[\"id\"]})\n                else:\n                    results.append({\"status\": \"error\", \"error\": str(e)})\n        time.sleep(1)  # rate limit between batches\n    return results\n```\n\n## Error Handling\n| Error | Cause | Solution |\n|-------|-------|----------|\n| `401 Unauthorized` | Invalid API key | Verify `TWINMIND_API_KEY` |\n| `429 Rate Limited` | Too many requests | Respect `Retry-After` header |\n| `404 Not Found` | Invalid memory\u002Fmeeting ID | Validate IDs before lookup |\n| Empty search results | Query too specific | Broaden query terms |\n\n## Examples\n\n### Full Meeting Workflow\n```python\nclient = TwinMindClient()\n# After meeting ends\nctx = client.create_meeting_context(\n    meeting_id=\"mtg-123\",\n    transcript=transcript_text,\n    participants=[\"alice@co.com\", \"bob@co.com\"]\n)\ninsights = client.get_meeting_insights(\"mtg-123\")\nfor item in insights.get(\"action_items\", []):\n    print(f\"- [{item['assignee']}] {item['task']}\")\n```\n\n## Resources\n- [TwinMind API](https:\u002F\u002Fdocs.twinmind.com)\n\n## Output\n\n- Configuration files or code changes applied to the project\n- Validation report confirming correct implementation\n- Summary of changes made and their rationale",{"name":5,"author":48,"license":14,"version":49,"description":50,"allowed-tools":51,"compatible-with":52},"Jeremy Longshore \u003Cjeremy@intentsolutions.io>","1.0.0","Apply production-ready TwinMind SDK patterns for TypeScript and Python.\nUse when implementing TwinMind integrations, refactoring API usage,\nor establishing team coding standards for meeting AI integration.\nTrigger with phrases like \"twinmind SDK patterns\", \"twinmind best practices\",\n\"twinmind code patterns\", \"idiomatic twinmind\".\n","Read, Write, Edit","claude-code, codex, openclaw","master","3f5d983eb4ef375b749adcd6b07ec03bd82ae8a8","claude-code\u002Fplugins-plus-skills\u002Fplugins\u002Fsaas-packs\u002Ftwinmind-pack\u002Fskills\u002Ftwinmind-sdk-patterns",0,"https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills","https:\u002F\u002Fgithub.com\u002Fmicsapp","2026-03-20 11:24:18",{"source":8,"skillName":5,"commands":61,"prompt":71,"zipAvailable":72},[62,65,68],{"tool":63,"command":64},"npx","npx skills add micsapp\u002Fmicstec-skills --skill twinmind-sdk-patterns",{"tool":66,"command":67},"bunx","bunx skills add micsapp\u002Fmicstec-skills --skill twinmind-sdk-patterns",{"tool":69,"command":70},"pnpm","pnpm dlx skills add micsapp\u002Fmicstec-skills --skill twinmind-sdk-patterns","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fclaude-code\u002Fplugins-plus-skills\u002Fplugins\u002Fsaas-packs\u002Ftwinmind-pack\u002Fskills\u002Ftwinmind-sdk-patterns\u002FSKILL.md",true,[],[75,106,134,153,173,197],{"skillNo":76,"name":77,"nameZh":6,"description":78,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":79,"categories":80,"keywords":87,"publishedAt":43},"01M6HBTJ02FXBFG9NYEHHYAP52","azure-apim-architecture","Analyzes and explains Azure API Management architecture decisions for enterprise API marketplace implementations using VNet Internal mode, Front Door, hybrid authentication, and multi-environment strategies. Use when discussing APIM component selection, network topology, cost optimization, or comparing alternatives like workspaces vs instances, VNet Internal vs External mode, or Front Door vs Application Gateway.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fcopilot-agent-skills\u002F.github\u002Fskills\u002Fazure-apim-architecture\u002FSKILL.md",[81,86],{"categoryNo":82,"categoryName":83,"taxonomyType":84,"taxonomyTypeDesc":85},"01JBSEEDCAT000000000000010","后端与接口","SCENARIO","使用场景",{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[88,89,90,91,92,93,94,95,96,39,38,97,98,99,100,101,102,103,104,105],"architecture","azure","azure apim architecture","component","authentication","gateway","topology","Optimization","network","environment","multi-environment","workspaces","instances","selection","strategies","azure api management","mode","for",{"skillNo":107,"name":108,"nameZh":6,"description":109,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":110,"categories":111,"keywords":120,"publishedAt":43},"01M6HBT7J4H082JEEA670B3EQ9","apiops-deployment","Guides deployment of Azure API Management infrastructure using Infrastructure as Code (Bicep\u002FTerraform), CI\u002FCD pipelines (GitHub Actions\u002FAzure DevOps), and APIOps workflows. Use when deploying APIM, creating pipelines, or implementing dev→test→prod promotion strategies.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fcopilot-agent-skills\u002F.github\u002Fskills\u002Fapiops-deployment\u002FSKILL.md",[112,113,116,119],{"categoryNo":82,"categoryName":83,"taxonomyType":84,"taxonomyTypeDesc":85},{"categoryNo":114,"categoryName":115,"taxonomyType":84,"taxonomyTypeDesc":85},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":117,"categoryName":118,"taxonomyType":84,"taxonomyTypeDesc":85},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[121,122,123,124,89,125,41,126,127,128,129,130,39,38,102,131,132,103,133,27],"deployment","apiops deployment","workflows","azure devops","infrastructure","infrastructure as code","actions","ci","github actions","github-actions","as","guides","CI\u002FCD",{"skillNo":135,"name":136,"nameZh":6,"description":137,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":138,"categories":139,"keywords":141,"publishedAt":43},"01M6HBT2HEA23THNE9E00GYQBE","apim-policy-authoring","Creates production-ready Azure API Management policy XML for authentication (OAuth 2.0, JWT validation, subscription keys), rate limiting, CORS configuration, error handling, and API transformations. Use when implementing API security, access control, or request\u002Fresponse processing logic.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fcopilot-agent-skills\u002F.github\u002Fskills\u002Fapim-policy-authoring\u002FSKILL.md",[140],{"categoryNo":82,"categoryName":83,"taxonomyType":84,"taxonomyTypeDesc":85},[142,143,144,145,89,92,39,38,146,147,32,148,149,150,151,103,152,28,27,105],"policy","authoring","apim policy authoring","security","access","use","api security","Access Control","error","processing","cors configuration",{"skillNo":154,"name":155,"nameZh":6,"description":156,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":157,"categories":158,"keywords":161,"publishedAt":43},"01M6HBSY65SB29J9WE9KYD0K6T","api-security-review","Reviews Azure API Management configurations for security vulnerabilities, OWASP API Security Top 10 compliance, VNet Internal mode validation, Private Link verification, and Azure Security Benchmark alignment. Use when performing security audits, pre-deployment validation, or compliance reviews.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fcopilot-agent-skills\u002F.github\u002Fskills\u002Fapi-security-review\u002FSKILL.md",[159,160],{"categoryNo":82,"categoryName":83,"taxonomyType":84,"taxonomyTypeDesc":85},{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[162,145,163,39,148,164,89,121,165,166,167,168,38,169,103,170,171,172,104,105],"review","security review","api security review","benchmark","verification","owasp","owasp-api","alignment","azure security","reviews","top",{"skillNo":174,"name":175,"nameZh":6,"description":176,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":177,"categories":178,"keywords":179,"publishedAt":43},"01M6HBSRW4PDFE6K4F8JYPZQ05","jira-cli","Interact with Jira from the command line to create, list, view, edit, and transition issues, manage sprints and epics, and perform common Jira workflows. Use when the user asks about Jira tasks, tickets, issues, sprints, or needs to manage project work items.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fawesome-copilot-agents\u002Fskills\u002Fjira-cli\u002FSKILL.md",[],[180,181,182,123,183,184,185,186,39,187,188,189,33,190,191,192,193,194,195,196],"cli","jira","jira cli","init","tasks","create","issues","common","work","command","list","view","project","project work","token","line","sprints",{"skillNo":198,"name":199,"nameZh":6,"description":200,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":201,"categories":202,"keywords":203,"publishedAt":43},"01M6HBSNS3JHMW603G47TWE31H","calculator","Performs arbitrary-precision arithmetic calculations including addition, subtraction, multiplication, division, and exponents. Use when the user asks to calculate, compute, or evaluate math expressions, or when precise decimal arithmetic is needed to avoid floating-point errors.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fawesome-copilot-agents\u002Fskills\u002Fcalculator\u002FSKILL.md",[],[199,204,205,206,207,208,209,147,210,211],"npm","js","calculate","node","math","user","compute","errors"]