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	<updated>2026-04-06T23:12:11Z</updated>
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		<id>https://wiki-spirit.win/index.php?title=Auto_Parts_Shortages:_Identifying_Vulnerable_SKUs_Before_They_Stock_Out_89636&amp;diff=1764328</id>
		<title>Auto Parts Shortages: Identifying Vulnerable SKUs Before They Stock Out 89636</title>
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		<updated>2026-04-02T11:58:56Z</updated>

		<summary type="html">&lt;p&gt;Zorachmazk: Created page with &amp;quot;&amp;lt;html&amp;gt;&amp;lt;p&amp;gt; Parts managers are judged by the jobs they keep moving. When a bay sits idle because a $38 sensor is backordered, nobody cares that your fill rate is 96 percent. They remember the car stuck on the lift and the ride-share voucher you comped. The work now is less about finding parts and more about seeing the shortage before it hits. That takes a sharper view of demand shifts, supplier behavior, and how certain part families behave under stress.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; I run proc...&amp;quot;&lt;/p&gt;
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&lt;div&gt;&amp;lt;html&amp;gt;&amp;lt;p&amp;gt; Parts managers are judged by the jobs they keep moving. When a bay sits idle because a $38 sensor is backordered, nobody cares that your fill rate is 96 percent. They remember the car stuck on the lift and the ride-share voucher you comped. The work now is less about finding parts and more about seeing the shortage before it hits. That takes a sharper view of demand shifts, supplier behavior, and how certain part families behave under stress.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; I run procurement reviews with stores across the Southeast and a few national auto parts distributors. The shops that avoid the worst delays are not lucky. They build a habit of early signals, they translate those signals into SKU-level actions, and they accept that some hedging costs a little margin. Here is how to spot vulnerable SKUs before they stock out, with practical angles on OEM vs aftermarket parts, supply chain delays, and inventory management that matches the repair mix you actually see.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; The anatomy of a shortage in auto parts&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Shortages rarely arrive as headlines. They build from small imbalances. A regulator change nudges upstream demand. A Tier 2 plastics supplier in Mexico misses a month of capacity. A storm pushes port throughput down 15 percent. On their own, each event is survivable. Together, they create the familiar pattern: quoted lead times creep from 2 to 7 days, list prices tick up 3 to 8 percent, and the good aftermarket alternatives disappear first. If you wait until your primary line card goes red, you are already at the end of the whip.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; The vulnerable SKUs are not random. They cluster around a few traits. Complex assemblies that combine electronics and mechanical fitment, parts with low-cadence production runs, items tied to raw materials with volatile markets, and lines dominated by a single OEM or two aftermarket makers. Add seasonal demand, and you have a recipe for backorders that last weeks.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; Where the risks concentrate&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Electronic sensors, especially ABS wheel speed sensors, cam and crank position sensors, and NOx sensors, often go short when semiconductor supply tightens. Production batches for some late-model European applications are scheduled quarterly. If a batch slips, distributors can burn through safety stock in a week.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Cooling system components, like radiators and heater cores, depend on aluminum availability and containerized ocean freight. A congestion spike in the Gulf or Savannah can turn a routine replacement into a scramble for off-brand imports that perform unevenly. I have watched rising parts prices in this category by 6 to 12 percent within a quarter during sustained shipping delays.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Exhaust aftertreatment parts, especially catalytic converters and DPF components, sit at the intersection of precious metals and anti-theft spikes. When theft rises regionally, legitimate demand jumps, insurers push repairs through faster, and the OEM vs aftermarket parts debate turns into a hunt for anything legal and in stock. Lead times stretch, and approvals dictate availability more than catalog fit.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Body and lamp assemblies suffer when a single mold or a small supplier controls the tooling. After moderate hail or hurricane seasons in Florida, lamps and bumper covers for popular trucks and crossovers disappear fast, even if powertrain parts are fine. Parts procurement in Florida sees this pattern every storm cycle.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Hardware and fasteners linked to critical systems, torque-to-yield bolts, special clips, and gaskets with niche materials, can quietly become the bottleneck. You can have the timing kit but lose a day waiting on a $4 seal.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; OEM versus aftermarket when supply is tight&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Under normal conditions, the choice between OEM vs aftermarket parts is a mix of cost, warranty, and technician preference. During auto parts shortages, it becomes a capacity problem. OEMs have more predictable quality but limited surge capacity, and they guard allocation for dealer networks. Aftermarket manufacturers tend to have more flexible sourcing, yet they are subject to the same raw material and logistics constraints. When demand spikes, the best aftermarket SKUs vanish first because they price aggressively and fit across multiple models.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; One tactic that works is keeping a rank-ordered preference list at the part family level rather than by individual SKU. For oxygen sensors, for instance, you might prefer OEM for late-model emissions-critical repairs, a premium aftermarket brand for out-of-warranty replacements, and a budget line only when the vehicle age and customer profile warrant it. When supply tightens, you flip the list sooner for specific applications you know are going short. This avoids the trap of searching the entire market on the day a car arrives, and it preserves your A-brand availability for the cases where it truly matters.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; There is also the time angle. If the customer can tolerate an extra day, OEM parts that are scarce locally may be available two zones away through dealership networks. Meanwhile, the aftermarket piece available same-day might carry a return rate you have experienced before. On balance, paying for next-day freight could protect your comeback rate and technician time. A strong relationship with your local auto parts distributors helps you see these trade-offs in real time rather than guessing from an online catalog.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; Repair cost inflation changes the math&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Repair cost inflation is more than the sticker price of a water pump. It includes wage pressure for techs, shop supplies, and the cost of carrying inventory. When parts run hot, you will see pricing move mid-month, especially on electrical components and friction parts tied to commodities. A 4 percent list price bump can land without notice. If your quotes sit open for three days, you can lose margin by honoring old parts pricing or you irritate customers by requoting.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Inflation also distorts your safety stock calculus. Carrying a two-week buffer on high-turn SKUs might have been cheap when capital costs were low. With rising interest rates, that buffer has a carrying cost you can feel. The answer is not to slash all buffers. It is to target them. Identify the 30 to 50 SKUs that would strand a car if they stocked out, then hold extra days on only those. You will find they map closely to your vehicle mix and the failure patterns you see every week.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; Early signals that a SKU is about to go short&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Your first signal is not a backorder notice. It is data hiding in plain sight. Look for a combination of rising lead time, quote-to-fill degradation, cross-line substitutions, and price volatility. In practice, this shows up as order acknowledgments slipping from “by 10 a.m. next day” to “EOD next day,” then to “2 days.” At the same time, your counter team starts substituting the B-brand more often without being prompted. If the brand you usually buy posts two price changes within a month on a single SKU family, someone upstream is managing scarcity.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; I keep a short, practical checklist taped near the screen for counter staff and buyers. It does not require a BI tool to use.&amp;lt;/p&amp;gt; &amp;lt;ul&amp;gt;  &amp;lt;li&amp;gt; Lead time drift of 24 to 48 hours over the past two weeks on the same SKU.&amp;lt;/li&amp;gt; &amp;lt;li&amp;gt; Unfilled lines over 5 percent on a part family where you usually run under 2 percent.&amp;lt;/li&amp;gt; &amp;lt;li&amp;gt; Supplier notes “allocation” or restricts order quantities below your average weekly usage.&amp;lt;/li&amp;gt; &amp;lt;li&amp;gt; Secondary distributors report “call for availability” when they normally show stock.&amp;lt;/li&amp;gt; &amp;lt;li&amp;gt; Two or more price updates on the same SKU family within 30 days.&amp;lt;/li&amp;gt; &amp;lt;/ul&amp;gt; &amp;lt;p&amp;gt; When three of those hit at once, the part is at risk. Treat it as a pre-shortage, even if your shelf still looks healthy.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt; &amp;lt;iframe  src=&amp;quot;https://www.google.com/maps/embed?pb=!1m18!1m12!1m3!1d3387.9677124733853!2d-80.1119327!3d26.7019769!2m3!1f0!2f0!3f0!3m2!1i1024!2i768!4f13.1!3m3!1m2!1s0x88d929c4f7562757%3A0x1277c13bfaa4fa4d!2sForeign%20Affairs%20Auto!5e1!3m2!1sen!2sus!4v1775097958698!5m2!1sen!2sus&amp;quot; width=&amp;quot;560&amp;quot; height=&amp;quot;315&amp;quot; style=&amp;quot;border: none;&amp;quot; allowfullscreen=&amp;quot;&amp;quot; &amp;gt;&amp;lt;/iframe&amp;gt;&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; Translating signals into action at the SKU level&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Once a part crosses your risk threshold, the goal is to smooth demand and diversify supply without overreacting. Push these moves in sequence, escalating as needed rather than doing them all at once.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Start with order cadence. Instead of one large weekly replenishment, split into two or three smaller pulls. This helps catch partial fills earlier and gives you more shots at fill as distributors receive inbound stock.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Engage alternates at the brand level. If you usually prefer OEM for certain applications, identify the premium aftermarket alternative for those exact fits and get one or two per model family staged. Do not fill the shelf with every variant. Focus on the engines you service the most.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Place a one-time hedge order proportional to your verified seven to ten day demand, not your monthly usage. If you average four units a week on a wheel bearing, a hedge of six to eight is enough. Doubling or tripling that feels comforting but ties up cash and risks variant mismatches when supersessions hit.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Coordinate with service writers to pre-check likely failure items on inbound jobs, especially for models known to need adjacent parts. If you are booking a timing belt on a 2.4L engine that often needs a water pump and idler, stage those. The extra phone call upfront beats the mid-job scramble.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Negotiate a commitment window. Some distributors will lock price and allocation for 7 to 14 days if you share schedule detail. This takes a little trust and some calendar discipline, but it shields you from the worst of last-minute price moves during shipping delays parts events.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt; &amp;lt;iframe  src=&amp;quot;https://maps.google.com/maps?width=100%&amp;amp;height=600&amp;amp;hl=en&amp;amp;coord=26.70198,-80.11193&amp;amp;q=Foreign%20Affairs%20Auto&amp;amp;ie=UTF8&amp;amp;t=&amp;amp;z=14&amp;amp;iwloc=B&amp;amp;output=embed&amp;quot; width=&amp;quot;560&amp;quot; height=&amp;quot;315&amp;quot; style=&amp;quot;border: none;&amp;quot; allowfullscreen=&amp;quot;&amp;quot; &amp;gt;&amp;lt;/iframe&amp;gt;&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; Inventory management tuned to shortages&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; A generic ABC classification is not enough during volatile periods. You still need the basics, but layer on behavior categories that drive decisions. For example, tag parts as critical-to-move (strands a job if missing), swap-friendly (multiple brands acceptable), and variant-sensitive (year-to-year fit changes, high supersession risk). Critical-to-move parts deserve more buffer, swap-friendly parts deserve more brand diversity, and variant-sensitive parts deserve tighter on-hands to avoid dead stock when numbers change.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Cycle counts should rotate through critical-to-move first. When you catch an on-hand discrepancy on a vulnerable SKU, fix the count and stage a replenishment order immediately. Do not wait for an overnight batch. That single correction can prevent the surprise zero that sets off a chain reaction the next day.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Treat returns differently too. If a customer return hits on a part you flagged at risk, check manufacturer seals, test if appropriate, and return to stock quickly. Time-to-shelf matters when the supply chain is tight.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; Data you can get without an IT department&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Fancy dashboards help, but you can pull enough signal from what you already have. Create a simple weekly report that combines three fields: supplier fill rate, average promised lead time, and substitution rate by part family. Add a column for price change count, even if you track it by hand for the top 100 SKUs. When you see fill under 92 percent, lead times over 1.5 days, and substitution above 12 percent in the same row, that family is wobbling.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Overlay seasonality. Brake hydraulics and cooling parts spike with heat, electrical issues spike in wet seasons, and batteries track temperature extremes. In Florida, align this view with storm forecasts. After a named storm, body lighting and wiper motors surge within 7 to 14 days, followed by alternators and starters as flood-exposed cars begin to fail. If you source regionally, parts procurement Florida needs a different set of pre-buys than a shop in Denver.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; Supplier behavior during stress&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Suppliers telegraph shortages. They tighten return policies on certain lines. They switch free-freight thresholds from invoice value to weight or volume. They add “temporary” surcharges for hazmat or oversized items. When you see any of these for a category, expect allocation next. Relationships help you read the fine print. If your rep warns you that a specific caliper reman line is tight, believe them and check your core return flow. Cores stuck under benches become stock you cannot access.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Some auto parts distributors will offer vendor-managed inventory or consignment on parts they know will move. During shortages, that can be a good deal for both sides. You reduce carrying cost risk, they reduce forecast error, and availability improves. It is not free money, because you still commit shelf space and staff time, but in a pinch it is a smart bridge.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; Shipping delays and micro-logistics&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Not all supply chain delays are global. A missed linehaul or a hub backlog two states away can erase a promised delivery. The practical fix is micro-logistics planning. If your morning delivery is unreliable during peak season, shift critical pulls to the prior day’s last route and hold overnight. If your distributor has a nearby branch, arrange will-call transfers for jobs that cannot slip. There are days when it is cheaper to send a driver 40 miles than to comp a rental.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Cross-docking helps with multi-store operations. In one Tampa group we work with, the central store receives the 4 a.m. drops and breaks out presold critical parts for satellite shops by 6:30 a.m. They cut two lost hours per day from waiting on mid-morning routes, which paid for the extra early shift within a week of a major supply crunch.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; Sourcing strategies that hold up under pressure&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Parts sourcing strategies should reflect your job mix and risk tolerance. A European specialty shop can justify deeper OEM pipelines because comebacks hurt more and customers expect it. A high-volume independent with mixed domestic and Asian work may lean harder on premium aftermarket and multiple distributors to balance cost and coverage.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Keep two or three strong distributor relationships, not six weaker ones. Breadth is useful, but you need allocation and favors when it matters. The partners who know your volume and your honesty get you the last unit on the shelf when the chips are down. Share your forecasts on big jobs. Offer to take mixed-case packs if it helps them clear a shortage faster. When they split a case to get you two pieces, remember that when you are sitting on surplus later, and offer it back.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; For specialties like late-model ADAS camera &amp;lt;a href=&amp;quot;https://wiki-stock.win/index.php/West_Palm_Beach_Mechanics:_How_to_Extend_the_Life_of_Your_Tires&amp;quot;&amp;gt;&amp;lt;strong&amp;gt;Audi shop near me&amp;lt;/strong&amp;gt;&amp;lt;/a&amp;gt; mounts or niche EV components, you might build a small direct line to niche manufacturers, even if the pricing is a touch higher. The reduction in search time when a car is stuck is worth it. Vet quality hard at the start, then commit. The worst time to test a new vendor is during a shortage, yet that is when most people start looking.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; Communication inside the shop&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Technicians, &amp;lt;a href=&amp;quot;https://magic-wiki.win/index.php/Engine_Repair_West_Palm_Beach:_Head_Gasket_Symptoms_and_Solutions&amp;quot;&amp;gt;certified foreign car mechanic&amp;lt;/a&amp;gt; service advisors, and buyers often solve different problems. During shortages, tie them together with a short daily stand-up, five minutes max. Review the two or three jobs at risk due to parts, note any parts families showing stress, and set expectations on ETAs with customers right then. Advisors who warn customers about possible delays get better survey scores than those who overpromise and stall later.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; When a part is likely to go short, document alternates in the RO. Leave a note on whether OEM, premium aftermarket, or budget is acceptable for that vehicle and why. This reduces rework when the buyer has to pivot quickly. It also removes the late-stage debate that burns phone time.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; Pricing and quoting when rising parts prices bite&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Protect margin without playing games. Quote a parts line with a validity period, even if it is 48 hours. Train advisors to explain that parts price changes in repair cost inflation environments are real, not a tactic. Offer to place a deposit to hold quoted pricing if the customer needs time. For fleet customers, negotiate a surcharge clause tied to manufacturer price changes above a threshold. Most fleet managers understand volatility if you explain it straight.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; On the back end, align your matrix to protect labor-first profitability on commodities prone to surges. A flat 40 percent markup fails when list prices move twice in a month. A tiered approach that considers acquisition cost bands helps keep gross consistent without swinging customer bills wildly.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; A Florida-specific note&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Parts procurement Florida has quirks that deserve attention. Port shifts between Jacksonville, Tampa, and Port Everglades ripple quickly into availability, especially for imported cooling and body components. Storm watches trigger preemptive shipping delays from carriers who reposition assets. If you operate in the state, preload hurricane season buffers for lamps, alternators, starter motors, wiper motors, and HVAC actuators. Do not overbuy sheet metal unless you have collision volume, but be ready to double-turn lighting and electrical within two weeks of landfall, even on tropical storms that never make category status.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; Distributor branches in Orlando and Miami sometimes serve as emergency hubs for the Southeast when Gulf ports are stressed. That can cannibalize local stock. Build a habit of checking neighboring branches for transfers early in the day rather than late, and maintain a friendly call list across branches, not just your assigned rep.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; What to stop doing&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Stop waiting for a perfect forecast. Shortage dynamics are messy. Acting on partial signals beats reacting to certainty. Stop buying giant lots of marginal brands just to feel stocked. You will pay for it in returns and comebacks. Stop treating all SKUs the same inside your replenishment system. Some parts deserve hands-on attention, others can ride the algorithm.&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; What success looks like&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; When you manage this well, the shop feels calmer even when the market is choppy. Cars flow because critical-to-move parts are on hand. Advisors set honest expectations and hit them. Technicians see fewer torn-down cars waiting for a forgotten gasket. Your purchase mix shows more intentionality, with OEM where it matters, premium aftermarket where it fits, and fewer panic buys at retail. Gross profit per RO stabilizes despite rising parts prices, because you avoid expediting chaos and excessive returns.&amp;lt;/p&amp;gt; &amp;lt;p&amp;gt; The goal is not to eliminate shortages. That is impossible. The goal is to call them early, stage sensible hedges, and keep your promises to customers with fewer surprises.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt; &amp;lt;img  src=&amp;quot;https://lh3.googleusercontent.com/p/AF1QipOh7o2kydWFmtZ8PjXXNoCqUuJoQlO_P7w_WpbM=s1360-w1360-h1020-rw&amp;quot; style=&amp;quot;max-width:500px;height:auto;&amp;quot; &amp;gt;&amp;lt;/img&amp;gt;&amp;lt;/p&amp;gt; &amp;lt;h2&amp;gt; A simple cadence to keep you ahead&amp;lt;/h2&amp;gt; &amp;lt;p&amp;gt; Build a weekly rhythm that fits on one page and takes under an hour.&amp;lt;/p&amp;gt; &amp;lt;ul&amp;gt;  &amp;lt;li&amp;gt; Review top 100 SKUs by revenue for fill, lead time, substitutions, and price changes. Flag five to watch.&amp;lt;/li&amp;gt; &amp;lt;li&amp;gt; Walk the shelves for the flagged families, verify on-hands, and stage small hedges where justified.&amp;lt;/li&amp;gt; &amp;lt;li&amp;gt; Talk to distributors about any allocation notes, inbound ETAs, and cross-brand options for flagged families.&amp;lt;/li&amp;gt; &amp;lt;li&amp;gt; Brief advisors and techs on the two biggest risks for the week and note any alternates in active ROs.&amp;lt;/li&amp;gt; &amp;lt;li&amp;gt; After hours, update your preference lists by part family, including OEM vs aftermarket parts guidance.&amp;lt;/li&amp;gt; &amp;lt;/ul&amp;gt; &amp;lt;p&amp;gt; Keep that cadence for a quarter, and you will feel shortages earlier, spend less time firefighting, and keep more cars moving with fewer callbacks. That is the real scorecard, not a fill rate on a report, but a steady rhythm on the shop floor while the wider market jitters.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt; &amp;lt;iframe  src=&amp;quot;https://www.youtube.com/embed/Bkkt4uBZgYo&amp;quot; width=&amp;quot;560&amp;quot; height=&amp;quot;315&amp;quot; style=&amp;quot;border: none;&amp;quot; allowfullscreen=&amp;quot;&amp;quot; &amp;gt;&amp;lt;/iframe&amp;gt;&amp;lt;/p&amp;gt;&amp;lt;/html&amp;gt;&lt;/div&gt;</summary>
		<author><name>Zorachmazk</name></author>
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