# Send Saas 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": "saas-decomposer", "name": "Saas Decomposer", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/mupengi-bot/saas-decomposer", "canonicalUrl": "https://clawhub.ai/mupengi-bot/saas-decomposer", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/saas-decomposer", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=saas-decomposer", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md" ], "downloadMode": "redirect", "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/saas-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/saas-decomposer", "downloadUrl": "https://openagent3.xyz/downloads/saas-decomposer", "agentUrl": "https://openagent3.xyz/skills/saas-decomposer/agent", "manifestUrl": "https://openagent3.xyz/skills/saas-decomposer/agent.json", "briefUrl": "https://openagent3.xyz/skills/saas-decomposer/agent.md" } } ``` ## Documentation ### saas-decomposer SaaS → AIaaS Conversion Analysis Engine Decomposes existing SaaS services and identifies areas replaceable by AI agent skills to establish internalization roadmap. ### Core Concept: SaaS → AIaaS Conversion Analysis Mupengism's core vision: "End of SaaS → AIaaS" The entire $200B SaaS market is flipping From selling software era to installing AI labor era Analyze which parts of existing SaaS functions can be replaced by AI agent skills ### 1. SaaS Service Decomposition (Decompose) Input: SaaS service URL or name Process: Crawl service landing/feature pages with web_fetch Extract core function list Decompose each function into atomic tasks Assign AI replaceability score (1-5) Map coverage by existing Mupeng skills Output Format: ## [Service Name] Decomposition Results ### Function List - Function A (AI replacement: ⭐⭐⭐⭐⭐) → Existing skill: copywriting - Function B (AI replacement: ⭐⭐⭐) → New skill needed - Function C (AI replacement: ⭐) → Infrastructure development needed ### AI Replacement Rate: 70% ### New Skills Needed: 3 ### Estimated Development Time: 2 weeks ### 2. Internalization Plan Generate development roadmap based on decomposition results: Skill development priority (highest replacement effect first) Map existing skill reuse Auto-generate new skill spec drafts Cost comparison: SaaS subscription vs self-skill operation Example: ### Internalization Roadmap #### Phase 1: Quick Wins (1 week) - [Use existing skill] Automate email templates with copywriting - [Use existing skill] Automate customer responses with auto-reply #### Phase 2: New Skill Development (2 weeks) - lead-scorer: Lead scoring algorithm - campaign-optimizer: A/B test automation #### Phase 3: Infrastructure (4 weeks) - Build data pipeline - Real-time sync system ### Cost Comparison - HubSpot Pro: $800/mo → Mupeng skillpack: $120/mo (85% savings) ### 3. Competitive SaaS Comparative Analysis Simultaneous decomposition of 3-5 SaaS in same category: Function cross-comparison table AI replacement area overlap analysis "What % of these SaaS can our skillpack replace" calculation Example: ### Marketing SaaS Comparison | Function | HubSpot | Mailchimp | ActiveCampaign | Mupeng Replacement | |----------|---------|-----------|----------------|-------------------| | Email automation | ✅ | ✅ | ✅ | ⭐⭐⭐⭐⭐ auto-reply | | Lead scoring | ✅ | ❌ | ✅ | ⭐⭐⭐ (new skill) | | A/B testing | ✅ | ✅ | ✅ | ⭐⭐⭐⭐ copywriting | | CRM integration | ✅ | ⚠️ | ✅ | ⭐⭐ (infrastructure needed) | **Overall Replacement Rate**: 65% ### 4. Industry-specific SaaS → AIaaS Conversion Templates Pre-defined industry-specific SaaS decomposition patterns: Marketing SaaS: HubSpot, Mailchimp Mupeng replacement: auto-reply + copywriting + mail + seo-content-planner Project Management SaaS: Notion, Jira Mupeng replacement: decision-log + daily-report + git-auto Customer Management SaaS: Salesforce, Zendesk Mupeng replacement: auto-reply + notification-hub + data-scraper Accounting SaaS: QuickBooks Mupeng replacement: invoice-gen + tokenmeter(cost tracking) Content SaaS: Canva, Buffer Mupeng replacement: cardnews + social-publisher + content-recycler Student Council (AssoAI Model) SaaS: EveryTime + Notion + CampusGroups Mupeng replacement: Ref → memory/2026-02-09-insight-university-saas.md ### Analysis Framework 1. Crawl — Collect service functions (web_fetch + data-scraper) 2. Decompose — Break into atomic tasks 3. Score — AI replaceability score (1-5) 4. Map — Map to existing Mupeng skills 5. Gap — Identify missing skills 6. Plan — Generate development roadmap 7. Compare — Cost comparison (SaaS vs AIaaS) ### Basic Decomposition User: "Decompose HubSpot" → Execute Crawl + Decompose + Score + Map → Output decomposition results report ### Internalization Plan Generation User: "What do I need to replace Notion with AI?" → Execute Decompose + Internalize → Output roadmap + cost comparison ### Competitive Analysis User: "Compare marketing SaaS" → Simultaneously analyze HubSpot, Mailchimp, ActiveCampaign → Cross-comparison table + replacement rate calculation ### Generated Events events/saas-analysis-YYYY-MM-DD.json (when analysis complete) ### Consumers business-planner: Use analysis results in business plans ### Reference Files Memory to reference during analysis: memory/2026-02-09-insight-university-saas.md — University SaaS market analysis (CampusGroups, EveryTime) memory/2026-02-09-assoai-pitchdeck.md — AssoAI (Student Council SaaS → AI automation) memory/consolidated/doyak-business-plan.md — "Reduce SaaS licenses 50%, replace with AI" (Publicis Sapient) memory/research/absorb-frameworks.md — Framework analysis (MetaGPT, OpenHands, etc.) SOUL.md — Mupengism vision: "The entire $200B SaaS market is flipping" ### AI Replaceability Score Criteria ScoreMeaningExamples⭐⭐⭐⭐⭐Immediately replaceable (use existing skills)Auto email response, content generation⭐⭐⭐⭐Replaceable with lightweight skill development (1-2 weeks)Lead scoring, A/B testing⭐⭐⭐Medium development needed (2-4 weeks)Workflow engine, dashboard⭐⭐Infrastructure development needed (1-2 months)Real-time sync, data pipeline⭐Long-term R&D needed (3+ months)Advanced ML models, complex integrations ### When web_fetch Fails Take snapshot with browser tool and analyze Prioritize crawling public docs (help center, pricing page) ### When Competitor Info Insufficient Reference industry templates first Utilize similar category SaaS patterns ### When Cost Comparison Data Missing Crawl pricing pages Estimate industry average subscription fees 🐧 Built by 무펭이 — Mupengism ecosystem skill ## Trust - Source: tencent - Verification: Indexed source record - Publisher: mupengi-bot - Version: 1.0.0 ## Source health - Status: healthy - Source download looks usable. - Yavira can redirect you to the upstream package for this source. - Health scope: source - Reason: direct_download_ok - Checked at: 2026-04-30T16:55:25.780Z - Expires at: 2026-05-07T16:55:25.780Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/saas-decomposer) - [Send to Agent page](https://openagent3.xyz/skills/saas-decomposer/agent) - [JSON manifest](https://openagent3.xyz/skills/saas-decomposer/agent.json) - [Markdown brief](https://openagent3.xyz/skills/saas-decomposer/agent.md) - [Download page](https://openagent3.xyz/downloads/saas-decomposer)