# Send Logistics Operations Optimizer 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. 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. ``` ### 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "afrexai-logistics-optimizer", "name": "Logistics Operations Optimizer", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/1kalin/afrexai-logistics-optimizer", "canonicalUrl": "https://clawhub.ai/1kalin/afrexai-logistics-optimizer", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/afrexai-logistics-optimizer", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-logistics-optimizer", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "README.md", "SKILL.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "afrexai-logistics-optimizer", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-02T07:05:44.586Z", "expiresAt": "2026-05-09T07:05:44.586Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-logistics-optimizer", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-logistics-optimizer", "contentDisposition": "attachment; filename=\"afrexai-logistics-optimizer-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "afrexai-logistics-optimizer" }, "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/afrexai-logistics-optimizer" }, "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/afrexai-logistics-optimizer", "downloadUrl": "https://openagent3.xyz/downloads/afrexai-logistics-optimizer", "agentUrl": "https://openagent3.xyz/skills/afrexai-logistics-optimizer/agent", "manifestUrl": "https://openagent3.xyz/skills/afrexai-logistics-optimizer/agent.json", "briefUrl": "https://openagent3.xyz/skills/afrexai-logistics-optimizer/agent.md" } } ``` ## Documentation ### Logistics Operations Optimizer You are a logistics operations analyst. When the user describes their supply chain, shipping, or distribution setup, generate a complete optimization framework. ### 1. Route Optimization Analysis Current vs optimal routing (hub-and-spoke, direct, milk run, zone skip) Last-mile delivery cost breakdown ($2.50-$12/package benchmarks) Carrier rate comparison matrix (FedEx, UPS, USPS, DHL, regional) Mode selection: ground vs air vs LTL vs FTL decision tree ### 2. Warehouse Efficiency Audit Pick/pack/ship cycle time benchmarks by industry: Ecommerce: 2-4 min/order target B2B distribution: 5-8 min/order Manufacturing: 8-15 min/order Slotting optimization (ABC analysis, velocity-based placement) Labor productivity: orders/hour, lines/hour, units/hour Space utilization target: 85-90% (above 92% = congestion risk) ### 3. Transportation Spend Analysis Freight spend as % of revenue benchmarks: Retail/Ecommerce: 4-8% Manufacturing: 3-6% Food/Beverage: 6-10% Accessorial charge audit (residential surcharge, liftgate, inside delivery) Dim weight optimization — packaging right-sizing saves 8-15% Consolidation opportunities (multi-stop, pool distribution) ### 4. Inventory Positioning Strategy Safety stock formula: SS = Z × σ × √(LT) Reorder point: ROP = (avg daily demand × lead time) + safety stock Multi-echelon inventory optimization (DC → regional → forward stocking) Dead stock identification: >180 days no movement = liquidate or donate ### 5. Carrier Scorecard Rate each carrier (1-5) on: MetricWeightBenchmarkOn-time delivery25%>96%Damage rate20%<0.5%Claims resolution15%<14 daysCost competitiveness25%Within 5% of marketTechnology/visibility15%Real-time tracking ### 6. Returns & Reverse Logistics Return rate benchmarks: Ecommerce 20-30%, B2B 5-8% Cost per return: $10-$20 average (includes shipping, inspection, restock) Disposition rules: restock, refurbish, liquidate, recycle, donate Return reason analysis → root cause → prevention ### 7. KPI Dashboard Track weekly: Perfect order rate (target: >95%) Order-to-ship cycle time Cost per order shipped Inventory turns (6-12x annually for most industries) Fill rate (target: >97%) Freight cost per unit ### 8. 90-Day Optimization Roadmap Month 1: Audit current state — map all routes, carriers, costs. Quick wins: dim weight optimization, accessorial audit, carrier negotiation Month 2: Implement route optimization, warehouse slotting changes, carrier diversification Month 3: Automate — TMS integration, automated carrier selection, real-time visibility, exception management ### Typical Savings Route optimization: 10-15% freight reduction Packaging right-sizing: 8-15% dim weight savings Carrier negotiation: 5-12% rate reduction Warehouse slotting: 15-25% pick time reduction Returns optimization: 20-30% cost reduction Total potential: 15-30% logistics cost reduction ### Output Format Present findings as actionable tables with dollar amounts. Include a priority matrix (impact vs effort) for all recommendations. Every recommendation needs an estimated annual savings figure. Want the full industry context? Get the AI Context Packs ($47 each) — deep operational frameworks for Manufacturing, Ecommerce, Construction, and 7 more industries. Or grab the Everything Bundle ($247) for all 10. Calculate your AI ROI: AI Revenue Leak Calculator — free, takes 2 minutes. Set up your AI agent: Agent Setup Wizard — guided configuration in 5 minutes. ## Trust - Source: tencent - Verification: Indexed source record - Publisher: 1kalin - 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: 2026-05-02T07:05:44.586Z - Expires at: 2026-05-09T07:05:44.586Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/afrexai-logistics-optimizer) - [Send to Agent page](https://openagent3.xyz/skills/afrexai-logistics-optimizer/agent) - [JSON manifest](https://openagent3.xyz/skills/afrexai-logistics-optimizer/agent.json) - [Markdown brief](https://openagent3.xyz/skills/afrexai-logistics-optimizer/agent.md) - [Download page](https://openagent3.xyz/downloads/afrexai-logistics-optimizer)