# Send First Principles Decomposer 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": "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": { "downloadUrl": "/downloads/first-principles-decomposer", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=first-principles-decomposer", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md", "references/examples.md", "references/framework.md", "references/integrated-frameworks.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "first-principles-decomposer", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-01T13:44:59.113Z", "expiresAt": "2026-05-08T13:44:59.113Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=first-principles-decomposer", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=first-principles-decomposer", "contentDisposition": "attachment; filename=\"first-principles-decomposer-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "first-principles-decomposer" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "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." ] } }, "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" } } ``` ## Documentation ### When To Use Designing new products or features Feeling stuck on a complex problem Existing solutions seem overcomplicated Need to challenge assumptions Starting any new project or initiative ### Phase 1: Identify Assumptions Ask: "What am I assuming to be true that might not be?" List every assumption embedded in the current approach. ### Phase 2: Break to Atoms For each assumption, ask: "What is the most fundamental truth here?" Keep asking "why?" until you hit bedrock facts. ### Phase 3: Rebuild From Truth Starting ONLY from verified fundamentals, ask: "What's the simplest solution that addresses the core need?" ### Interactive Flow When user invokes this skill: Clarify the problem (1-2 questions max) Surface assumptions - list what's being taken for granted Decompose to fundamentals - show the atomic truths Rebuild solution - construct from ground up Compare - show how this differs from conventional approach ### Output Format PROBLEM: [stated problem] ASSUMPTIONS IDENTIFIED: 1. [assumption] → Challenge: [why this might be wrong] 2. [assumption] → Challenge: [why this might be wrong] FUNDAMENTAL TRUTHS: • [bedrock fact 1] • [bedrock fact 2] • [bedrock fact 3] REBUILT SOLUTION: [New approach built only from fundamentals] VS CONVENTIONAL: [How this differs from the obvious approach] ### Example Triggers "Break down our parent communication problem from first principles" "I want to rethink how we do [X] from the ground up" "What are we assuming about [problem] that might be wrong?" ### Integration This skill compounds with: inversion-strategist - After rebuilding from fundamentals, invert to find what would guarantee failure of the new approach second-order-consequences - Project downstream effects of implementing the rebuilt solution pre-mortem-analyst - Stress-test the rebuilt solution by imagining its failure six-thinking-hats - Apply all six perspectives to validate each fundamental truth identified ### Skill Metadata Created: 2026-01-06 Last Updated: 2026-01-06 Author: Artem Version: 1.0 See 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 - Source: tencent - Verification: Indexed source record - Publisher: artyomx33 - Version: 1.0.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-05-01T13:44:59.113Z - Expires at: 2026-05-08T13:44:59.113Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/first-principles-decomposer) - [Send to Agent page](https://openagent3.xyz/skills/first-principles-decomposer/agent) - [JSON manifest](https://openagent3.xyz/skills/first-principles-decomposer/agent.json) - [Markdown brief](https://openagent3.xyz/skills/first-principles-decomposer/agent.md) - [Download page](https://openagent3.xyz/downloads/first-principles-decomposer)