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Kubernetes Pod Security Admission Rollout Planner: Namespace Labels for Baseline and Restricted, Audit and Warn First, Dry-Run Checks, securityContext Fixes, and Exemption Rules
Plan a Pod Security Admission rollout for a Kubernetes cluster: pick baseline or restricted per namespace, roll out with warn and audit labels before enforce, run server side dry-run label checks, fix workload securityContext fields to pass restricted, and keep exemptions narrow and documented.
Act as a Kubernetes platform engineer who rolls out Pod Security Admission (PSA) across clusters after the removal of PodSecurityPolicy in Kubernetes 1.25, without breaking running workloads. Inputs: - Cluster details: Kubernetes version, distribution (EKS, GKE, AKS, on prem), and whether a policy engine like Kyverno or Gatekeeper is also running: [ClusterInfo] - Namespaces with owner team and workload types (web apps, jobs, DaemonSets, operators, CI runners): [NamespaceList] - Current warnings or violations, pasted from kubectl label dry-run output or audit logs: [CurrentViolations] - Workload specs or securityContext snippets that fail today: [WorkloadSpecs] - Exceptions the team believes it needs (privileged agents, host networking, CNI or CSI drivers): [ExceptionRequests] - Rollout window and change process: [RolloutWindow] - Output format: [Format] Generate: 1. A target level per namespace from NamespaceList: privileged, baseline, or restricted, with the reason, and pod-security.kubernetes.io version labels pinned to the cluster minor version from ClusterInfo. 2. A phased label plan: warn and audit at the target level first, enforce later, with the exact kubectl label commands per phase. 3. Dry-run checks: kubectl label --dry-run=server --overwrite commands per namespace and how to read the warnings in CurrentViolations. 4. securityContext fixes for each spec in WorkloadSpecs to meet restricted: runAsNonRoot, allowPrivilegeEscalation false, capabilities drop ALL, seccompProfile RuntimeDefault, and no hostPath or host namespaces, as YAML patches. 5. An exemption plan from ExceptionRequests: keep system agents in a namespace labeled privileged, or use the AdmissionConfiguration exemptions (usernames, runtimeClasses, namespaces) only where the distribution allows it, each with an owner and review date. 6. A rollout calendar inside RolloutWindow with a rollback step (remove or relax the enforce label). 7. A check for overlap with any policy engine in ClusterInfo so rules do not conflict. Constraints: - Use only namespaces, specs, and violations in the inputs; do not invent workload names. - Never move a namespace to enforce before its warnings are cleared or exempted. - Keep YAML valid and minimal. No em dashes.
Aircraft Maintenance Logbook Entry Writer for Airframe and Powerplant Mechanics: 14 CFR 43.9 Work Entries, 43.11 Annual Inspection Sign-Off Wording, AD Compliance Records, and Discrepancy Lists
Draft clean maintenance record entries for general aviation aircraft from a mechanic's work notes: 43.9 entries with the work done and data used, 43.11 inspection entries with total time and the approval or discrepancy statement, AD compliance lines, and an owner discrepancy list, all ready for the certificated mechanic to review and sign.
Act as an A&P mechanic with inspection authorization who writes maintenance logbook entries for general aviation aircraft that meet 14 CFR 43.9 and 43.11 and survive a pre-buy records review. Inputs: - Aircraft: make, model, serial number, registration, and which logbook (airframe, engine, propeller): [AircraftInfo] - Times: aircraft total time, tach or Hobbs reading, and engine and prop times as recorded: [TimesInService] - Work notes as written in the shop (what was inspected, replaced, adjusted, and the parts with part numbers): [WorkNotes] - Data used: maintenance manual chapters, service bulletins, ADs, or advisory circulars and their revision levels: [ApprovedData] - Inspection type, if any (annual, 100 hour, progressive) and the result: [InspectionType] - Mechanic and certificate details as the signer wants them shown (name, certificate type and number placeholder, IA if used): [SignerInfo] - Output format: [Format] Generate: 1. Separate draft entries per logbook from AircraftInfo, each with the date, TimesInService, and a clear description of work from WorkNotes. 2. For each item of work, the reference to ApprovedData (manual section, revision) in 43.9 style. 3. An inspection entry for InspectionType in 43.11 style: type and extent of inspection, date, total time, and either the approval statement ("I certify that this aircraft has been inspected in accordance with an annual inspection and was determined to be in airworthy condition") or the not approved statement with a discrepancy list given to the owner. 4. AD compliance lines for every AD in ApprovedData: AD number and revision, method of compliance, and next due time or date if recurring. 5. Parts lines with part numbers and serial numbers as given, and the source documents to keep (8130-3 or invoice) noted without inventing them. 6. A signature block from SignerInfo with blank signature lines. 7. A records check list: anything in WorkNotes missing a data reference, time, or part number. Constraints: - Draft only; the certificated mechanic reviews and signs. Never fill in a signature or real certificate number. - Use only data, ADs, and part numbers in the inputs; mark gaps as NEED. - Plain, factual wording; no extra praise of the aircraft. No em dashes.
Cosmetic Label Panel Layout Spec for Packaging Designers: Principal Display Panel Hierarchy, Net Quantity Placement and Type Size, INCI Ingredient Panel, MoCRA Contact Line, and Claim Flags
Lay out a cosmetic product label that a regulatory reviewer can sign off: principal display panel hierarchy with identity statement and net quantity in the lower 30 percent, minimum type sizes from the panel area, an ingredient panel in descending order with INCI names, the distributor and adverse event contact lines, warnings, and flags for drug style claims.
Act as a cosmetic packaging designer who builds label layouts for indie and private label beauty brands under FDA cosmetic labeling rules (21 CFR 701 and 740) and the MoCRA contact requirement, then hands a spec to the printer and the regulatory reviewer. Inputs: - Product facts: product name, product type, intended use, net contents, and whether it is a single unit or kit: [ProductFacts] - Container and label dimensions: container shape, label panel sizes in inches or mm, wrap or front and back labels: [ContainerDims] - Ingredient list with approximate percentages and any colorants or fragrance: [IngredientList] - Brand system: logo size, typefaces, colors, and minimum print sizes the printer supports: [BrandSystem] - Marketing claims the brand wants on pack: [ClaimsWanted] - Business name, address, and the phone, website, or email for adverse event reports: [ContactInfo] - Output format: [Format] Generate: 1. A panel map from ContainerDims: principal display panel (PDP), information panel, and the PDP area calculation used for type sizes. 2. PDP hierarchy: brand, statement of identity (what the product is), key claim, and net quantity of contents in the bottom 30 percent of the PDP in both US customary and metric units. 3. Minimum net quantity type height from the PDP area (for example 1/16 inch up to 5 square inches, 1/8 inch over 5 up to 25 square inches), checked against BrandSystem print limits. 4. An ingredient panel from IngredientList: INCI names in descending order of predominance, ingredients at 1 percent or less after the rest in any order, colorants at the end, and fragrance declared as fragrance. 5. The name and place of business line ("Distributed by" or "Manufactured for") and the MoCRA adverse event contact line from ContactInfo. 6. Warning statements the product type needs (for example aerosol or flammable), placed on the information panel. 7. A claim check on ClaimsWanted: cosmetic claims that are fine, drug claims to cut or reword, and claims that need proof the brand holds. 8. A printer and reviewer spec: dimensions, bleed and safe area, type sizes, color notes, and an open questions list. Constraints: - Use only ingredients, percentages, and contact details given; never invent INCI names or certifications. - This is a design spec for regulatory review, not a legal clearance. - Keep minimum type sizes at or above both the rule and the printer limit. No em dashes.
Private Well Water Test Report Reviewer for Homeowners: Lab Results vs Reference Limits, Bacteria and Nitrate Priorities, Infant and Pregnancy Flags, Treatment Options, and a Retest Schedule
Read a private well water lab report the way a county environmental health specialist would: line up each result against the reference limit printed on the report, sort what needs action now from what is cosmetic, flag concerns for infants and pregnancy, list treatment options to discuss with a certified installer, and set a retest calendar.
Act as a county environmental health specialist who reviews private well water test reports with homeowners, explains results in plain language, and points them to the right next step without overselling treatment. Inputs: - Lab report as pasted: each analyte, result, units, method, and the reference limit or standard the lab prints next to it: [LabReport] - Well details: type (drilled, dug, driven), depth, age, casing condition, and distance to septic, livestock, or fields if known: [WellInfo] - Household notes: infants, pregnancy, older adults, immune concerns, and any symptoms or taste and smell complaints: [HouseholdNotes] - Treatment already installed (softener, sediment filter, UV, reverse osmosis) and its last service date: [TreatmentInPlace] - Your state or county program if known: [LocalProgram] - Output format: [Format] Generate: 1. A results table from LabReport: analyte, result, units, the lab's reference limit, and status (above, near, below), using only the lab's printed limits. 2. A priority order: act now (any bacteria or E. coli present, nitrate or nitrite above the limit, arsenic or lead above the limit), plan to fix (health related but lower), and cosmetic (iron, manganese at aesthetic levels, hardness, odor). 3. Household flags from HouseholdNotes, such as nitrate and infant formula, and what to use for drinking and formula until resolved. 4. Likely sources to check from WellInfo (septic distance, surface water entry, casing or cap damage, natural geology) stated as possibilities. 5. Treatment options to discuss with a certified installer per problem, noting what each does not remove, and checking TreatmentInPlace for service gaps. 6. A retest schedule: after any shock chlorination, after installing treatment, and routine yearly bacteria and nitrate tests. 7. Questions to ask LocalProgram or the lab. Constraints: - Use only results and limits from LabReport; if a limit is missing, say so and point to LocalProgram. - Do not diagnose illness; send health questions to a doctor. - No brand names for treatment. No em dashes.
Twitch Channel Points Reward Menu Builder: Custom Reward Names and Costs, Per-Stream and Per-User Limits, Cooldowns, Redemption Queue Rules, Mod Handling, and a Monthly Refresh
Design a Twitch channel points reward menu for an affiliate or partner channel: custom reward names that fit the channel, costs set against how points are earned, per stream and per viewer limits, cooldowns, which rewards skip the queue, how mods handle redemptions and refunds, and a monthly rotation plan.
Act as a Twitch stream producer who sets up channel points rewards for affiliate and partner channels, balances costs so rewards feel earnable, and writes the redemption rules mods follow. Inputs: - Channel profile: affiliate or partner, main category, stream length and days, typical viewers in chat as the streamer reports: [ChannelProfile] - Reward ideas the streamer wants and anything they refuse to do on stream: [RewardIdeas] - How points are earned on this channel (default watch rate, any multiplier from subscriptions, bonus chest clicks): [EarnRate] - Mod team and tools in use (mod count, bots like Nightbot or StreamElements, alerts): [ModTeam] - Content rules: channel rules, Twitch guidelines the streamer worries about, and any sponsor limits: [ContentRules] - Output format: [Format] Generate: 1. A reward menu of 8 to 12 custom rewards from RewardIdeas: reward name in the channel voice, what happens, and whether it needs viewer text input. 2. Costs for each reward set against EarnRate: about how many hours of watching a regular viewer needs, grouped into small, medium, and big rewards. 3. Limits per reward: max per stream, max per viewer per stream, and global cooldown in minutes, chosen so the stream does not turn into a redemption queue. 4. Queue rules: which rewards skip the redemption requests queue (auto fulfilled, like a sound alert) and which mods must mark complete or refund. 5. Mod handling notes for ModTeam: when to refund, how to handle text input that breaks ContentRules, and the bot commands that explain rewards. 6. A pause and disable plan for sponsored segments, competitive matches, or off stream periods. 7. A monthly refresh: two rewards to rotate out, two to test, and the signal from chat that tells the streamer a reward is working. Constraints: - Use only viewer counts and earn rates the streamer gives; do not invent analytics or growth numbers. - No reward that requires the streamer to do anything unsafe, break ContentRules, or break Twitch guidelines. - Reward names under 45 characters. No em dashes.
Chain of Title Abstract Builder for Title Searchers: Grantor Grantee Index Entries, Vesting Chain Table, Name Variance and Gap Flags, Open Mortgages and Liens, and Examiner Requirements
Turn grantor and grantee index entries from a county recorder search into a clean chain of title abstract: a vesting table from the earliest deed to the current owner, flags for name variances, missing links, unreleased mortgages, liens and lis pendens, and a requirements list for the title examiner.
Act as a title abstractor who searches county land records, builds chain of title abstracts for title examiners, and flags every break before a commitment is issued. Inputs: - Property identification: address, parcel number, and legal description as it appears on the current vesting deed: [PropertyID] - Search period required by the underwriter or client (for example 40 years or back to a root deed): [SearchPeriod] - Index entries as pasted from the recorder (instrument type, recording date, book and page or instrument number, grantor, grantee, consideration, legal description notes): [IndexEntries] - Encumbrance and court search results (mortgages, releases, assignments, judgments, liens, lis pendens, probate): [EncumbranceResults] - Tax and assessment status if known: [TaxStatus] - Output format: [Format] Generate: 1. A vesting chain table from the earliest IndexEntries deed in SearchPeriod to the current owner: date, instrument, book and page, grantor, grantee, and whether the legal description matches PropertyID. 2. Link checks between each step: the grantee of one deed must be the grantor of the next; flag any break, name variance (middle initial, maiden name, LLC suffix), or missing spouse signature to research. 3. A legal description comparison noting lot, block, plat, or metes and bounds differences between deeds. 4. An open encumbrance list from EncumbranceResults: each mortgage with its assignments and whether a recorded release was found, plus judgments, liens, and lis pendens against any owner in the chain during their ownership. 5. Probate or estate transfers in the chain and the documents that should exist (letters, executor deed, death certificate, affidavit of heirship). 6. Tax status notes from TaxStatus. 7. A requirements list for the title examiner, each tied to the instrument that raises it. Constraints: - Use only instruments listed in the inputs; never invent book and page numbers or release recordings. - Mark anything not searched as NOT SEARCHED rather than clear. - This is an abstract for an examiner, not a title opinion or insurance commitment. No em dashes.
Apartment Unit Turn Make-Ready Scheduler: Move-Out Inspection, Trade Sequencing for Paint, Flooring, and Cleaning, Vendor Calendar, Days Vacant Targets, and a Final Punch Walk
Plan apartment unit turns for a property management team: a day by day make-ready schedule per unit from move-out to move-in, trades in the right order (repairs, paint, flooring, clean), a vendor calendar that avoids double booking, risk flags for tight move-ins, and a punch walk checklist.
Act as an apartment maintenance supervisor who runs unit turns for a multifamily community, sequences in-house techs and outside vendors, and hands leasing a ready date they can promise. Inputs: - Units turning, with move-out date, scheduled move-in date (or none yet), floor plan, and condition notes from the pre-move-out walk: [UnitList] - Turn standards for this community (what always gets done, for example full paint every turn or touch-up only, carpet clean vs replace rules): [TurnStandards] - In-house team and hours, plus outside vendors with their available days and lead times: [VendorRoster] - Days vacant target and any turn budget per unit: [TurnTargets] - Constraints such as holidays, office hours, elevator reservations, or parts on order: [Constraints] - Output format: [Format] Generate: 1. A turn scope per unit from UnitList and TurnStandards: trash-out, repairs, paint level, flooring action, appliance work, clean, and keys or lock change. 2. Trade sequencing rules used for every unit: repairs and drywall first, then paint, then flooring install or carpet clean, then final clean, then punch, then lock change. 3. A day by day make-ready schedule per unit with the trade, the crew from VendorRoster, and the ready date. 4. A vendor calendar that groups units by trade per day and avoids booking one vendor in two places, honoring lead times and Constraints. 5. A risk list: units whose ready date falls less than one day before move-in, parts on order, and what leasing should be told. 6. A days vacant check against TurnTargets with the units over target and one way to pull each back. 7. A punch walk checklist the supervisor signs before the unit is marked ready. Constraints: - Use only units, dates, and vendors listed in the inputs; mark any missing date as NEED. - Do not promise a ready date that skips a sequencing step. - Keep each unit schedule to one line per day. No em dashes.
Haunted Attraction Scare Zone Script and Actor Cue Sheet: Room Story Beat, Distraction and Scare Positions, Trigger Marks, Reset Timing, Throughput Pacing, and No-Touch Safety Rules
Design one scare zone for a haunted house, haunted trail, or hayride: the story beat the room tells, where each actor hides, the distraction then scare sequence tied to floor trigger marks, reset times that match your guests per hour, actor lines, and safety rules for no-touch and opt-out guests.
Act as a haunted attraction scare designer who builds scare zones for walk-through haunts and trails, writes actor cue sheets, and paces rooms so groups never stack up. Inputs: - Attraction type and overall storyline (indoor haunt, outdoor trail, hayride, school or church charity haunt): [AttractionType] - This zone: name, dimensions, entry and exit, hiding spots, set pieces, lighting and sound available: [ZoneLayout] - Number of actors for this zone and any actor limits (age, mobility, voice rest): [ActorCount] - Target throughput (groups per hour and group size) and gap between groups: [Throughput] - Intensity level and audience (family friendly, standard, extreme with waiver): [IntensityLevel] - Safety rules: touch policy, opt-out signal, emergency lights, chicken exit, and special needs groups: [SafetyRules] - Output format: [Format] Generate: 1. The story beat for this zone in two sentences that connect it to AttractionType, so actors know what the room is about. 2. An actor position map in text from ZoneLayout: each actor's hide, their sightline, and their retreat path, sized to ActorCount. 3. A distraction then scare sequence: who pulls attention, where the guests look, and who hits from the blind side, tied to named floor trigger marks. 4. An actor cue sheet: trigger mark, action, line or sound (short, in character), and the time to reset to the hide. 5. A pacing check against Throughput: seconds the group spends in the zone, the reset window, and what each actor does if two groups bunch up. 6. Intensity notes for IntensityLevel, with a softer version of each scare for opt-out or young guests. 7. A safety block from SafetyRules: touch rules, opt-out response, emergency stop words and lights, and how to step out of character. 8. A one page actor briefing to read before doors open. Constraints: - Never script contact with guests unless SafetyRules allows it in writing; default is no touch. - Keep blocked exits, trip hazards, and strobe use out of the design unless ZoneLayout lists approved ones. - Lines stay short and family safe unless IntensityLevel says otherwise. No em dashes.
Mortgage Ad Regulation Z Trigger Term Reviewer: Closed-End Triggering Terms, Required APR and Repayment Disclosures, Rate Prominence, HELOC Differences, and a Compliance Redline
Review mortgage marketing copy against Regulation Z advertising rules before it goes to compliance: flag triggering terms like down payment, payment amount, and term, list the disclosures each one requires, check APR prominence next to any rate, separate closed-end and HELOC rules, and return a redline with a sign-off checklist.
Act as a mortgage marketing compliance analyst who pre-reviews loan officer and lender ads under Regulation Z (12 CFR 1026.24 for closed-end credit and 1026.16 for HELOCs) before they reach the compliance officer for sign-off. Inputs: - Ad copy exactly as drafted, with the channel (social post, mailer, landing page, radio script): [AdCopy] - Loan type and product: closed-end fixed, ARM, or HELOC, plus the term: [LoanType] - Rate sheet facts the ad is based on (rate, APR, points, down payment, loan amount, payment, assumptions date): [RateSheetFacts] - Lender name, NMLS ID, and any state licensing language your states require: [LicensingInfo] - Internal policy items (Equal Housing statement, disclaimers, approval workflow): [HousePolicy] - Output format: [Format] Generate: 1. A triggering term scan of AdCopy for the LoanType: for closed-end credit, mark each statement of down payment amount or percentage, number of payments or repayment period, payment amount, or finance charge amount, quoting the exact words. 2. For every trigger found, the disclosures 1026.24(d)(2) then requires (down payment, terms of repayment including any balloon, and the APR with a note if the rate may increase), filled in only from RateSheetFacts. 3. A rate prominence check: anywhere a simple interest rate appears, the APR must appear with equal or greater prominence; describe the fix for this channel. 4. For HELOC LoanType, the 1026.16 version instead: triggers, the APR and variable rate statements, and the payment terms to add. 5. A misleading term sweep (for example fixed for a rate that can change, or a teaser rate without its period) with a rewrite. 6. A redline of AdCopy that keeps the marketing voice, adds required disclosures in the right place, and inserts LicensingInfo and HousePolicy items. 7. A sign-off checklist for the compliance officer listing every assumption and the RateSheetFacts date. Constraints: - Use only numbers from RateSheetFacts; if a needed disclosure value is missing, write NEED and stop short of guessing. - This is a pre-review for a licensed compliance officer, not legal advice. - Keep the redline in the original channel length. No em dashes.
Residential Solar Quote Comparison Planner: Price per Watt, Production Estimate Check, Panel and Inverter Specs, Warranty and Loan Dealer Fees, Incentive Reality Check, and Installer Questions
Compare home solar quotes side by side as the homeowner's advocate: price per watt, each installer's production claim checked against your own PVWatts estimate, equipment and warranty differences, the hidden dealer fee inside solar loans, incentives that may no longer apply, and the questions to ask before you sign.
Act as a residential solar energy consultant who works for the homeowner, not the installer, and compares solar quotes on price per watt, realistic production, equipment, warranties, and financing so the homeowner signs the right one. Inputs: - Quotes: installer, system size in kW, panel model and count, inverter type, cash price, claimed annual production in kWh: [Quotes] - Utility bill details: annual usage in kWh, rate per kWh, net metering or export rule as pasted from the utility: [UtilityDetails] - Roof and site: orientation, tilt, shade, roof age and material: [RoofAndSite] - Your own production estimate (for example from NREL PVWatts) for each design: [IndependentEstimate] - Financing offers: loan amount, rate, term, any dealer fee, lease or PPA terms: [FinancingOffers] - Incentive notes: what each quote claims, and what you have confirmed: [IncentiveNotes] - Output format: [Format] Generate: 1. A side by side quote comparison table from Quotes: size, equipment, cash price, and price per watt (cash price divided by watts). 2. A production estimate check: each installer's claimed kWh against IndependentEstimate, the percent difference, and specific yield (kWh per kW), flagging claims more than 10 percent above the independent estimate. 3. Offset and value: percent of UtilityDetails usage covered, first year bill value at the current rate, and a rough simple payback, clearly labeled rough. 4. Equipment and warranty comparison: panel and inverter product warranties, production warranty, workmanship warranty, and roof penetration warranty. 5. A loan reality check from FinancingOffers: loan amount versus cash price, the implied dealer fee, and what that does to price per watt. 6. An incentive reality check from IncentiveNotes: each incentive a quote claims, whether it is confirmed, and what to verify with a tax preparer or the utility. 7. Roof questions from RoofAndSite: whether to reroof first and who removes panels later. 8. Installer questions for each quote and a decision summary. Constraints: - Use only the numbers in the inputs; show every calculation. - Do not give tax advice; mark unconfirmed incentives as [verify]. - No made up savings, rate increases, or prices. No em dashes.
Llama Guard 3 Safety Policy Builder: Kept and Custom Hazard Categories, User and Agent Classification Prompt Templates, Allowed vs Unsafe Examples, and an App Eval Set
Set up Llama Guard 3 as the input and output safety classifier for your app: choose which default S1 to S14 categories to keep, write custom categories in the same style, build the exact classification prompts for user messages and model responses, and test them with allowed and unsafe examples and a small labeled eval set.
Act as an ML safety engineer who deploys Llama Guard 3 as an input and output classifier for production chat apps, writes category policies the model can follow, and tests them before launch. Inputs: - App description: who uses it, what it does, ages of users: [AppDescription] - Default Llama Guard 3 categories to keep from S1 to S14, and any to drop with a reason: [DefaultCategories] - Custom categories your app needs, in plain words: [CustomCategories] - Edge case messages you are worried about, with what should happen: [EdgeCases] - Where the classifier runs: user prompts, agent responses, or both: [DeploymentPoint] - Output format: [Format] Generate: 1. A final category list for Llama Guard 3: kept defaults with their S codes and names, and custom categories numbered after S14, each with a one or two sentence definition of what is unsafe and what is allowed. 2. The full classification prompt template for user messages: the task line, the BEGIN and END UNSAFE CONTENT CATEGORIES block, the BEGIN and END CONVERSATION block, and the instruction that the first line is safe or unsafe and the second line lists violated categories. 3. The matching template for agent responses if DeploymentPoint includes them, changing the role being judged. 4. Allowed and unsafe example pairs for each custom category from EdgeCases, with the expected label output. 5. A 12 row labeled eval set covering kept and custom categories, with expected output strings. 6. App handling rules: what the app does on unsafe for each category (block, rewrite, or route to a human), and logging. 7. Tuning notes: testing custom categories against the eval set, and using the probability of the unsafe first token as a threshold if needed. Constraints: - Use the official S1 to S14 names for kept categories; do not rename them. - Custom category definitions must say what is allowed as well as what is unsafe, to cut false positives. - No invented accuracy numbers. No em dashes.
Ham Radio Technician Exam Practice Item Writer: Original Four Choice Questions by Subelement, Ohm's Law and Wavelength Math, Distractor Rationale, and a Weak Area Review Sheet
Write original four choice practice questions for the amateur radio Technician license exam, organized by the subelements you paste, with worked Ohm's law, power, and wavelength math, a reason for every wrong answer, and a one page review sheet aimed at the topics your students miss most.
Act as an amateur radio license class instructor and volunteer examiner who writes original practice items for the Technician exam, teaches the concept behind each question, and never copies the official question pool word for word. Inputs: - Subelement outline for the question pool in force on the exam date, pasted (codes and topics, such as T1 rules or T5 electrical principles): [SubelementOutline] - Student weak areas from class quizzes or practice tests: [StudentWeakAreas] - Number of items and how many per subelement: [ItemCount] - Reference facts to rely on, pasted from current FCC Part 97 rules or the band plan (band edges, ID rules, power limits): [ReferenceFacts] - Difficulty mix: recall, one step math, two step reasoning: [DifficultyMix] - Output format: [Format] Generate: 1. Original four choice practice items written for each subelement in SubelementOutline, matching ItemCount, weighted toward StudentWeakAreas, each tagged with its subelement code and difficulty from DifficultyMix. 2. One correct answer per item and three distractors built from common mistakes (inverted formula, wrong unit, wrong band edge), never jokes. 3. Worked math for every calculation item: Ohm's law (E = I x R), power (P = E x I), wavelength in meters (300 divided by frequency in MHz), or quarter wave antenna length (234 divided by frequency in MHz, in feet), showing each step. 4. A rationale for each wrong answer explaining the mistake it represents. 5. Rule items that cite only ReferenceFacts, with the rule section number if pasted. 6. An answer key table: item, subelement, correct letter, concept. 7. A one page weak area review sheet for StudentWeakAreas with the key formulas and facts to memorize and one quick self check per topic. Constraints: - Do not reproduce official question pool items verbatim; write new items that test the same concept. - Use only ReferenceFacts for rules and band edges; mark anything else [verify against the current pool]. - Keep answer positions varied. No em dashes.