{ "schemaVersion": "1.0", "item": { "slug": "first-principles-decomposer", "name": "First Principles Decomposer", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/artyomx33/first-principles-decomposer", "canonicalUrl": "https://clawhub.ai/artyomx33/first-principles-decomposer", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/first-principles-decomposer", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=first-principles-decomposer", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "SKILL.md", "references/examples.md", "references/framework.md", "references/integrated-frameworks.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. 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. 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", "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/first-principles-decomposer" }, "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/first-principles-decomposer", "agentPageUrl": "https://openagent3.xyz/skills/first-principles-decomposer/agent", "manifestUrl": "https://openagent3.xyz/skills/first-principles-decomposer/agent.json", "briefUrl": "https://openagent3.xyz/skills/first-principles-decomposer/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. 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. Summarize what changed and any follow-up checks I should run." } ] }, "documentation": { "source": "clawhub", "primaryDoc": "SKILL.md", "sections": [ { "title": "When To Use", "body": "Designing new products or features\nFeeling stuck on a complex problem\nExisting solutions seem overcomplicated\nNeed to challenge assumptions\nStarting any new project or initiative" }, { "title": "Phase 1: Identify Assumptions", "body": "Ask: \"What am I assuming to be true that might not be?\"\nList every assumption embedded in the current approach." }, { "title": "Phase 2: Break to Atoms", "body": "For each assumption, ask: \"What is the most fundamental truth here?\"\nKeep asking \"why?\" until you hit bedrock facts." }, { "title": "Phase 3: Rebuild From Truth", "body": "Starting ONLY from verified fundamentals, ask:\n\"What's the simplest solution that addresses the core need?\"" }, { "title": "Interactive Flow", "body": "When user invokes this skill:\n\nClarify the problem (1-2 questions max)\nSurface assumptions - list what's being taken for granted\nDecompose to fundamentals - show the atomic truths\nRebuild solution - construct from ground up\nCompare - show how this differs from conventional approach" }, { "title": "Output Format", "body": "PROBLEM: [stated problem]\n\nASSUMPTIONS IDENTIFIED:\n1. [assumption] → Challenge: [why this might be wrong]\n2. [assumption] → Challenge: [why this might be wrong]\n\nFUNDAMENTAL TRUTHS:\n• [bedrock fact 1]\n• [bedrock fact 2]\n• [bedrock fact 3]\n\nREBUILT SOLUTION:\n[New approach built only from fundamentals]\n\nVS CONVENTIONAL:\n[How this differs from the obvious approach]" }, { "title": "Example Triggers", "body": "\"Break down our parent communication problem from first principles\"\n\"I want to rethink how we do [X] from the ground up\"\n\"What are we assuming about [problem] that might be wrong?\"" }, { "title": "Integration", "body": "This skill compounds with:\n\ninversion-strategist - After rebuilding from fundamentals, invert to find what would guarantee failure of the new approach\nsecond-order-consequences - Project downstream effects of implementing the rebuilt solution\npre-mortem-analyst - Stress-test the rebuilt solution by imagining its failure\nsix-thinking-hats - Apply all six perspectives to validate each fundamental truth identified" }, { "title": "Skill Metadata", "body": "Created: 2026-01-06\nLast Updated: 2026-01-06\nAuthor: Artem\nVersion: 1.0\n\nSee references/framework.md for detailed methodology\nSee references/examples.md for Artem-specific examples\nSee references/integrated-frameworks.md for Stanford Design Thinking + MIT Systems Engineering combo" } ], "body": "First Principles Decomposer\nWhen To Use\nDesigning new products or features\nFeeling stuck on a complex problem\nExisting solutions seem overcomplicated\nNeed to challenge assumptions\nStarting any new project or initiative\nThe Process\nPhase 1: Identify Assumptions\n\nAsk: \"What am I assuming to be true that might not be?\" List every assumption embedded in the current approach.\n\nPhase 2: Break to Atoms\n\nFor each assumption, ask: \"What is the most fundamental truth here?\" Keep asking \"why?\" until you hit bedrock facts.\n\nPhase 3: Rebuild From Truth\n\nStarting ONLY from verified fundamentals, ask: \"What's the simplest solution that addresses the core need?\"\n\nInteractive Flow\n\nWhen user invokes this skill:\n\nClarify the problem (1-2 questions max)\nSurface assumptions - list what's being taken for granted\nDecompose to fundamentals - show the atomic truths\nRebuild solution - construct from ground up\nCompare - show how this differs from conventional approach\nOutput Format\nPROBLEM: [stated problem]\n\nASSUMPTIONS IDENTIFIED:\n1. [assumption] → Challenge: [why this might be wrong]\n2. [assumption] → Challenge: [why this might be wrong]\n\nFUNDAMENTAL TRUTHS:\n• [bedrock fact 1]\n• [bedrock fact 2]\n• [bedrock fact 3]\n\nREBUILT SOLUTION:\n[New approach built only from fundamentals]\n\nVS CONVENTIONAL:\n[How this differs from the obvious approach]\n\nExample Triggers\n\"Break down our parent communication problem from first principles\"\n\"I want to rethink how we do [X] from the ground up\"\n\"What are we assuming about [problem] that might be wrong?\"\nIntegration\n\nThis skill compounds with:\n\ninversion-strategist - After rebuilding from fundamentals, invert to find what would guarantee failure of the new approach\nsecond-order-consequences - Project downstream effects of implementing the rebuilt solution\npre-mortem-analyst - Stress-test the rebuilt solution by imagining its failure\nsix-thinking-hats - Apply all six perspectives to validate each fundamental truth identified\nSkill Metadata\n\nCreated: 2026-01-06 Last Updated: 2026-01-06 Author: Artem Version: 1.0\n\nSee references/framework.md for detailed methodology See references/examples.md for Artem-specific examples See references/integrated-frameworks.md for Stanford Design Thinking + MIT Systems Engineering combo" }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/artyomx33/first-principles-decomposer", "publisherUrl": "https://clawhub.ai/artyomx33/first-principles-decomposer", "owner": "artyomx33", "version": "1.0.0", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/first-principles-decomposer", "downloadUrl": "https://openagent3.xyz/downloads/first-principles-decomposer", "agentUrl": "https://openagent3.xyz/skills/first-principles-decomposer/agent", "manifestUrl": "https://openagent3.xyz/skills/first-principles-decomposer/agent.json", "briefUrl": "https://openagent3.xyz/skills/first-principles-decomposer/agent.md" } }