{
  "schemaVersion": "1.0",
  "item": {
    "slug": "levineam-context-engineering",
    "name": "Context Engineering (Koylan)",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/levineam/levineam-context-engineering",
    "canonicalUrl": "https://clawhub.ai/levineam/levineam-context-engineering",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/levineam-context-engineering",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=levineam-context-engineering",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "README.md",
      "SKILL.md"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "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."
      ],
      "prompts": [
        {
          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run."
        }
      ]
    },
    "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",
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      "contentType": "application/zip",
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        "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/levineam-context-engineering"
    },
    "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."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/levineam-context-engineering",
    "agentPageUrl": "https://openagent3.xyz/skills/levineam-context-engineering/agent",
    "manifestUrl": "https://openagent3.xyz/skills/levineam-context-engineering/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/levineam-context-engineering/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "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."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Context Engineering Skill",
        "body": "Routes to the appropriate sub-skill from Koylan's\nAgent-Skills-for-Context-Engineering\ncollection, located at:\n\nreferences/context-engineering-skills/skills/<sub-skill>/SKILL.md"
      },
      {
        "title": "Setup",
        "body": "No setup required. This skill uses GitHub raw URLs as the primary method to fetch sub-skill documentation.\n\nSub-skill SKILL.md files are loaded directly from GitHub:\n\nhttps://raw.githubusercontent.com/muratcankoylan/Agent-Skills-for-Context-Engineering/main/skills/<sub-skill>/SKILL.md\n\nExample: For context-optimization, use:\n\nhttps://raw.githubusercontent.com/muratcankoylan/Agent-Skills-for-Context-Engineering/main/skills/context-optimization/SKILL.md\n\nOptional Enhancement (Offline Use):\nFor offline access or faster local reads, you can optionally initialize the git submodule:\n\ngit submodule update --init\n\nThis will populate the references/context-engineering-skills/ directory locally. When the local directory exists, the skill loader will prefer local files over GitHub fetches."
      },
      {
        "title": "Sub-Skill Routing Table",
        "body": "Match the user's task to one sub-skill and read its SKILL.md before\nproceeding. Load additional sub-skills only if the task spans multiple\ndomains.\n\nTask / trigger phraseSub-skill directory\"optimize context\", reduce token costs, KV-cache, context budgetingcontext-optimization\"context compression\", summarize history, compaction, long sessionscontext-compression\"design multi-agent\", supervisor pattern, swarm architecture, agent handoffsmulti-agent-patterns\"implement memory\", memory frameworks, Mem0, Zep, Letta, vector RAGmemory-systems\"offload context to files\", filesystem memory, scratch pads, dynamic discoveryfilesystem-context\"debug agent failure\", lost-in-middle, context poisoning, degradation patternscontext-degradation\"build agent tools\", tool descriptions, MCP tools, tool consolidationtool-design\"evaluate agent\", LLM-as-judge, test framework, quality gatesevaluationAdvanced evaluation: rubrics, pairwise comparison, position biasadvanced-evaluation\"understand context\", context windows, attention mechanics, fundamentalscontext-fundamentals\"build background agent\", sandboxed execution, hosted coding agenthosted-agents\"implement BDI\", mental state modeling, belief-desire-intentionbdi-mental-states\"start an LLM project\", batch pipeline, task-model fit, project structureproject-development"
      },
      {
        "title": "How to Load a Sub-Skill",
        "body": "Identify the best-matching row above.\nCheck if the local sub-skill SKILL.md exists:\nreferences/context-engineering-skills/skills/<sub-skill>/SKILL.md\n\n\nIf the file exists locally: Read it directly.\nIf the file does NOT exist (e.g., submodule not initialized): Fetch from GitHub:\nhttps://raw.githubusercontent.com/muratcankoylan/Agent-Skills-for-Context-Engineering/main/skills/<sub-skill>/SKILL.md\n\n\n\n\nFollow the instructions in that file. Most sub-skills have a references/\ndirectory with detailed patterns — read those files only when the relevant\npattern is needed (progressive disclosure).\nIf the user's task spans two sub-skills (e.g., memory + multi-agent), read\nboth SKILL.md files before responding."
      },
      {
        "title": "Progressive Disclosure",
        "body": "Sub-skill SKILL.md files are compact routing documents. The deep content lives\nin each sub-skill's references/ folder. Load reference files only when the\nspecific topic is active — do not bulk-load all references upfront.\n\nExample:\n\nreferences/context-engineering-skills/skills/context-optimization/references/\n\nRead individual reference files from that directory only when the matching\npattern is needed."
      }
    ],
    "body": "Context Engineering Skill\n\nRoutes to the appropriate sub-skill from Koylan's Agent-Skills-for-Context-Engineering collection, located at:\n\nreferences/context-engineering-skills/skills/<sub-skill>/SKILL.md\n\nSetup\n\nNo setup required. This skill uses GitHub raw URLs as the primary method to fetch sub-skill documentation.\n\nSub-skill SKILL.md files are loaded directly from GitHub:\n\nhttps://raw.githubusercontent.com/muratcankoylan/Agent-Skills-for-Context-Engineering/main/skills/<sub-skill>/SKILL.md\n\n\nExample: For context-optimization, use:\n\nhttps://raw.githubusercontent.com/muratcankoylan/Agent-Skills-for-Context-Engineering/main/skills/context-optimization/SKILL.md\n\n\nOptional Enhancement (Offline Use): For offline access or faster local reads, you can optionally initialize the git submodule:\n\ngit submodule update --init\n\n\nThis will populate the references/context-engineering-skills/ directory locally. When the local directory exists, the skill loader will prefer local files over GitHub fetches.\n\nSub-Skill Routing Table\n\nMatch the user's task to one sub-skill and read its SKILL.md before proceeding. Load additional sub-skills only if the task spans multiple domains.\n\nTask / trigger phrase\tSub-skill directory\n\"optimize context\", reduce token costs, KV-cache, context budgeting\tcontext-optimization\n\"context compression\", summarize history, compaction, long sessions\tcontext-compression\n\"design multi-agent\", supervisor pattern, swarm architecture, agent handoffs\tmulti-agent-patterns\n\"implement memory\", memory frameworks, Mem0, Zep, Letta, vector RAG\tmemory-systems\n\"offload context to files\", filesystem memory, scratch pads, dynamic discovery\tfilesystem-context\n\"debug agent failure\", lost-in-middle, context poisoning, degradation patterns\tcontext-degradation\n\"build agent tools\", tool descriptions, MCP tools, tool consolidation\ttool-design\n\"evaluate agent\", LLM-as-judge, test framework, quality gates\tevaluation\nAdvanced evaluation: rubrics, pairwise comparison, position bias\tadvanced-evaluation\n\"understand context\", context windows, attention mechanics, fundamentals\tcontext-fundamentals\n\"build background agent\", sandboxed execution, hosted coding agent\thosted-agents\n\"implement BDI\", mental state modeling, belief-desire-intention\tbdi-mental-states\n\"start an LLM project\", batch pipeline, task-model fit, project structure\tproject-development\nHow to Load a Sub-Skill\nIdentify the best-matching row above.\nCheck if the local sub-skill SKILL.md exists:\nreferences/context-engineering-skills/skills/<sub-skill>/SKILL.md\n\nIf the file exists locally: Read it directly.\nIf the file does NOT exist (e.g., submodule not initialized): Fetch from GitHub:\nhttps://raw.githubusercontent.com/muratcankoylan/Agent-Skills-for-Context-Engineering/main/skills/<sub-skill>/SKILL.md\n\nFollow the instructions in that file. Most sub-skills have a references/ directory with detailed patterns — read those files only when the relevant pattern is needed (progressive disclosure).\nIf the user's task spans two sub-skills (e.g., memory + multi-agent), read both SKILL.md files before responding.\nProgressive Disclosure\n\nSub-skill SKILL.md files are compact routing documents. The deep content lives in each sub-skill's references/ folder. Load reference files only when the specific topic is active — do not bulk-load all references upfront.\n\nExample:\n\nreferences/context-engineering-skills/skills/context-optimization/references/\n\n\nRead individual reference files from that directory only when the matching pattern is needed."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/levineam/levineam-context-engineering",
    "publisherUrl": "https://clawhub.ai/levineam/levineam-context-engineering",
    "owner": "levineam",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/levineam-context-engineering",
    "downloadUrl": "https://openagent3.xyz/downloads/levineam-context-engineering",
    "agentUrl": "https://openagent3.xyz/skills/levineam-context-engineering/agent",
    "manifestUrl": "https://openagent3.xyz/skills/levineam-context-engineering/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/levineam-context-engineering/agent.md"
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}