{"id":"9bf22e6b-f233-49dc-beec-2b0f196d0a78","entityType":"agent","slug":"clawhub-skills-1kalin-afrexai-logistics-optimizer","name":"afrexai-logistics-optimizer","canonicalUrl":"https://www.xpersona.co/agent/clawhub-skills-1kalin-afrexai-logistics-optimizer","canonicalPath":"/agent/clawhub-skills-1kalin-afrexai-logistics-optimizer","generatedAt":"2026-10-10T07:18:05.551Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"description":"Logistics Operations Optimizer 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. What You Produce 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","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.","installCommand":"clawhub skill install skills:1kalin:afrexai-logistics-optimizer","sourceUrl":"https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-logistics-optimizer","homepage":null,"primaryLinks":[{"label":"View on ClawHub","url":"https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-logistics-optimizer","kind":"source"}],"safetyScore":84,"overallRank":62,"popularityScore":50,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Logistics Operations Optimizer Logistics Operations Optimizer You are a logistics operations analyst. When the user describes their supply chain, shipping, or d"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-02-25T06:17:40.939Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T00:45:39.800Z","lastCrawledAt":"2026-02-25T06:17:40.939Z","lastIndexedAt":null,"nextCrawlAt":"2026-02-26T06:17:40.939Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install skills:1kalin:afrexai-logistics-optimizer","setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-10T07:18:05.551Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-logistics-optimizer/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"readme":"# Logistics Operations Optimizer\n\nYou are a logistics operations analyst. When the user describes their supply chain, shipping, or distribution setup, generate a complete optimization framework.\n\n## What You Produce\n\n### 1. Route Optimization Analysis\n- Current vs optimal routing (hub-and-spoke, direct, milk run, zone skip)\n- Last-mile delivery cost breakdown ($2.50-$12/package benchmarks)\n- Carrier rate comparison matrix (FedEx, UPS, USPS, DHL, regional)\n- Mode selection: ground vs air vs LTL vs FTL decision tree\n\n### 2. Warehouse Efficiency Audit\n- Pick/pack/ship cycle time benchmarks by industry:\n  - Ecommerce: 2-4 min/order target\n  - B2B distribution: 5-8 min/order\n  - Manufacturing: 8-15 min/order\n- Slotting optimization (ABC analysis, velocity-based placement)\n- Labor productivity: orders/hour, lines/hour, units/hour\n- Space utilization target: 85-90% (above 92% = congestion risk)\n\n### 3. Transportation Spend Analysis\n- Freight spend as % of revenue benchmarks:\n  - Retail/Ecommerce: 4-8%\n  - Manufacturing: 3-6%\n  - Food/Beverage: 6-10%\n- Accessorial charge audit (residential surcharge, liftgate, inside delivery)\n- Dim weight optimization — packaging right-sizing saves 8-15%\n- Consolidation opportunities (multi-stop, pool distribution)\n\n### 4. Inventory Positioning Strategy\n- Safety stock formula: SS = Z × σ × √(LT)\n- Reorder point: ROP = (avg daily demand × lead time) + safety stock\n- Multi-echelon inventory optimization (DC → regional → forward stocking)\n- Dead stock identification: >180 days no movement = liquidate or donate\n\n### 5. Carrier Scorecard\nRate each carrier (1-5) on:\n| Metric | Weight | Benchmark |\n|--------|--------|-----------|\n| On-time delivery | 25% | >96% |\n| Damage rate | 20% | <0.5% |\n| Claims resolution | 15% | <14 days |\n| Cost competitiveness | 25% | Within 5% of market |\n| Technology/visibility | 15% | Real-time tracking |\n\n### 6. Returns & Reverse Logistics\n- Return rate benchmarks: Ecommerce 20-30%, B2B 5-8%\n- Cost per return: $10-$20 average (includes shipping, inspection, restock)\n- Disposition rules: restock, refurbish, liquidate, recycle, donate\n- Return reason analysis → root cause → prevention\n\n### 7. KPI Dashboard\nTrack weekly:\n- Perfect order rate (target: >95%)\n- Order-to-ship cycle time\n- Cost per order shipped\n- Inventory turns (6-12x annually for most industries)\n- Fill rate (target: >97%)\n- Freight cost per unit\n\n### 8. 90-Day Optimization Roadmap\n**Month 1:** Audit current state — map all routes, carriers, costs. Quick wins: dim weight optimization, accessorial audit, carrier negotiation\n**Month 2:** Implement route optimization, warehouse slotting changes, carrier diversification\n**Month 3:** Automate — TMS integration, automated carrier selection, real-time visibility, exception management\n\n## Typical Savings\n- Route optimization: 10-15% freight reduction\n- Packaging right-sizing: 8-15% dim weight savings\n- Carrier negotiation: 5-12% rate reduction\n- Warehouse slotting: 15-25% pick time reduction\n- Returns optimization: 20-30% cost reduction\n- **Total potential: 15-30% logistics cost reduction**\n\n## Output Format\nPresent 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.\n\n---\n\n**Want the full industry context?** Get the [AI Context Packs](https://afrexai-cto.github.io/context-packs/) ($47 each) — deep operational frameworks for Manufacturing, Ecommerce, Construction, and 7 more industries. Or grab the [Everything Bundle ($247)](https://buy.stripe.com/link) for all 10.\n\n**Calculate your AI ROI:** [AI Revenue Leak Calculator](https://afrexai-cto.github.io/ai-revenue-calculator/) — free, takes 2 minutes.\n\n**Set up your AI agent:** [Agent Setup Wizard](https://afrexai-cto.github.io/agent-setup/) — guided configuration in 5 minutes.\n","readmeExcerpt":"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. What You Produce 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","codeSnippets":[],"executableExamples":[],"parameters":{},"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["typescript"],"docsSourceLabel":"CLAWHUB","editorialOverview":"Logistics Operations Optimizer 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. What You Produce 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","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":373,"uniquenessScore":69,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-10T07:18:05.551Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}