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SkillMedev

@skillmedev source repo

361 published skills · page 4 of 4

  1. Content Refresh Auditor · skillmedev
    Produces a prioritized refresh plan for a decaying published page - a refresh/consolidate/retire verdict plus ordered update actions to recover or grow rankings. Use when an existing URL is losing traffic or rankings, during a periodic content-decay sweep, or when asked to "update", "refresh", or "revive" an old article. Do NOT use when planning coverage for a draft that is not yet published or ranking - use SERP Gap Analyzer instead.
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  2. Internal Linking Mapper · skillmedev
    Maps internal links and anchor text between a new or updated page and an existing URL inventory to strengthen a topic cluster, producing a source/target/anchor link table plus a hub-and-spoke check. Use when someone asks "which pages should this article link to", "how do I internally link my new post", "is this page orphaned", or has a draft plus a sitemap, URL export, or pillar/cluster map and needs to decide the inbound links, outbound links, and anchors. Do NOT use to design the cluster or pillar architecture from a keyword export - use keyword-cluster-builder instead; do NOT use for on-page rewrites of titles, headings, or body copy - use seo-optimizer instead; do NOT use when a page is slipping in rankings and needs SERP-intent update actions - use content-refresh-auditor instead.
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  3. Keyword Cluster Builder · skillmedev
    Collapses a raw keyword list into topic clusters and a pillar/cluster page architecture with one primary keyword and a prioritized build order per cluster. Use when you have a keyword export (CSV/GSC/keyword-tool dump) and need a content plan that says which pages to build, not a flat list. Do NOT use when labeling individual queries by intent or recommending page types - use search-intent-classifier instead; do NOT use when choosing internal links or anchor text between pages - use internal-linking-mapper instead.
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  4. Search Intent Classifier · skillmedev
    Labels a keyword's dominant search intent (informational, commercial, transactional, or navigational) from the live SERP and prescribes the page type that can rank for it. Use when someone asks "classify these keywords by search intent", "should this keyword get a blog post or a landing page", "what is the search intent of this keyword", or is screening a keyword list for intent before producing content. Do NOT use for grouping keywords into topical clusters and mapping them to a site architecture - use keyword-cluster-builder instead; for building the recommended page, use comparison-page-builder, landing-page-copy, or seo-optimizer.
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  5. Index Advisor · skillmedev
    Recommends, orders, and prunes indexes for a specific query or table - composite column order, selectivity rules, partial and covering indexes, duplicate/unused cleanup, and write-amplification tradeoffs. Use when a query is slow and EXPLAIN shows a Seq Scan or a sort, before adding a CREATE INDEX, or when auditing a table's index set for bloat or duplicates. Do NOT use to diagnose an unknown slow query from scratch - start with sql-query-optimizer; do NOT use when the query shape itself is the problem (function-wrapped predicates, leading wildcards, correlated subqueries) - use query-rewriter instead; do NOT use when the table is too large and needs partitioning or a time-series strategy - use partition-planner instead.
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  6. SQL Query Rewriter · skillmedev
    Rewrites a structurally inefficient SQL query into a faster equivalent that returns identical results - correlated subqueries to joins or LATERAL, accidental cross joins to explicit ON predicates, OR-across-columns to UNION, SELECT * to projected columns, and deep OFFSET pagination to keyset. Use when a query is slow because of its shape rather than its indexes - EXPLAIN shows a Cartesian blowup, a per-row subquery, or OFFSET discarding tens of thousands of rows - and the indexes are already in place. Do NOT use when the fix is adding or reordering an index - use index-advisor instead; do NOT use to diagnose an unknown slow query from its plan - use sql-query-optimizer instead.
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  7. N 1 Query Hunter · skillmedev
    Detect ORM loop-of-queries (N+1) patterns from query logs and eliminate them with batched eager loading, keeping the N+1s that are cheap. Use when a list endpoint is slow, a request issues many near-identical SELECTs differing only by an id, query logs show repeated SELECTs in a loop, or a tool like the bullet gem flags an N+1 in ActiveRecord, Prisma, SQLAlchemy, or Hibernate.
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  8. Table Partition Planner · skillmedev
    Produces a partitioning or sharding plan for an oversized table - range/list/hash strategy, partition-key choice, composite-key and pruning constraints, and a verdict on whether to partition at all. Use when one table has grown past tens of millions of rows or hundreds of GB, vacuum/autovacuum on it runs for hours, retention deletes are giant DELETEs, or you are deciding between range/list/hash partitioning or sharding a hot table. Do NOT use when the goal is choosing indexes for specific slow queries - use index-advisor instead.
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  9. Explain Plan Reader · skillmedev
    Read a captured EXPLAIN ANALYZE plan, name the single bottleneck node, and prescribe a targeted fix for it. Use when a specific query is slow and you have (or can capture) its execution plan from Postgres or MySQL and need to know WHICH node is burning the time and why.
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  10. Connection Pool Tuner · skillmedev
    Diagnoses connection pool exhaustion from captured evidence and sets correct pool sizes and timeouts across app pools and PgBouncer. Use when someone says "we keep hitting database connection limit errors under load", "my API times out waiting for a connection from the pool", "the database shows hundreds of idle connections", or sees "too many clients", checkout/acquire timeouts, "idle in transaction" pile-up, or serverless functions storming the database on a traffic spike. Do NOT use when the problem is an unreliable external service (third-party API, downstream microservice) needing retries or fallbacks - use circuit-breaker-builder instead.
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  11. Migration Safety Checker · skillmedev
    Rewrite a schema migration into independently deployable, zero-downtime steps that never take a long-held blocking lock on a live table. Use when you are about to run an ALTER TABLE, CREATE INDEX, add a constraint, rename a column, or change a column type against a production database with live traffic. Do NOT use for greenfield table/column design with no rows yet - use database-schema instead; do NOT use for broad correctness/integrity review of a migration - use review-db instead.
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  12. Replication Lag Debugger · skillmedev
    Diagnoses read-replica lag and the stale-read bugs it causes, then applies read-after-write consistency strategies to fix them. Use when someone says "users see stale data right after saving", "my read replica is lagging behind the primary", "data written a second ago is missing from the next request", when replica lag monitoring alerts or grows after a backfill, or when deciding which reads must hit the primary versus a replica.
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  13. Injury Prehab · skillmedev
    Injury Prehab
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  14. Sleep Optimizer · skillmedev
    Builds a personalized sleep protocol - a fixed wake time held within 30 minutes daily, a chronotype-aligned sleep window, a light-exposure plan, environment settings, evening input rules, and a scripted wind-down routine - from a baseline assessment. Use when someone says "I can't fall asleep", "I wake up at 3am every night", "fix my sleep schedule", or "I'm exhausted no matter how long I sleep". General wellness education, not medical advice - snoring with gasping, suspected apnea, or chronic insomnia route to a physician or sleep specialist. Do NOT use when racing thoughts and daytime stress are the primary complaint - use stress-management instead; for the broader multi-pillar health routine, use longevity-protocol.
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  15. Mobility Routine · skillmedev
    Builds a 10-15 minute daily floor-based mobility routine for desk workers, targeting the four zones sitting predictably stiffens - hips, thoracic spine, shoulders/neck, and ankles - with exact holds, reps, and a sequenced routine card. Use when someone says "I'm stiff from sitting all day", "my hips are tight", "fix my desk posture", or "build me a daily stretching routine". General movement guidance, not medical advice. Do NOT use for injury-prevention work attached to a training program - use injury-prehab instead; for a lifting program use strength-training-plan; for HIIT or conditioning use fitness-program.
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  16. Nutrition Planner · skillmedev
    Sets personal nutrition targets - protein at 1.6-2.2 g/kg, a calorie budget from goal and activity, fiber and hydration floors - and a repeatable meal structure with a review-and-adjust protocol for fat loss, muscle gain, or maintenance. Use when someone asks "how much protein should I eat", "set my macros for a cut", "why has my weight stalled", or "build me a sustainable diet framework". General wellness guidance, not medical advice. Do NOT use to produce a specific week of recipes with a shopping list and prep schedule - use meal-planner instead (this skill sets the targets; meal-planner cooks to them); for the broader multi-pillar health routine, use longevity-protocol.
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  17. Longevity Protocol · skillmedev
    Assembles an evidence-tiered weekly longevity routine across the four pillars with the strongest healthspan data - sleep, zone 2 aerobic work, strength training, and dietary pattern - plus stress and connection, delivered as a filled weekly template with honest evidence labels. Use when someone asks "build me a longevity routine", "what actually extends healthspan", "audit my health habits", or "is this supplement stack worth it". General wellness guidance, not medical advice. Do NOT use to program the individual pieces in depth - use zone-2-cardio-plan for the aerobic block, strength-training-plan for lifting, sleep-optimizer for sleep, nutrition-planner for macros; for HIIT/conditioning use fitness-program; for interpreting labs use bloodwork-explainer.
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  18. Zone 2 Cardio Plan · skillmedev
    Use when someone asks to build a steady-state cardio plan, train an aerobic base or Zone 2, structure easy or endurance weekly cardio, train by heart-rate zones, or improve resting heart rate, VO2, or endurance. Builds a heart-rate-zone aerobic training block with session structure, modality choice, and progression. General fitness guidance, not medical advice. Do NOT use to design a strength or lifting program (use Strength Training Plan), high-intensity interval conditioning, HIIT, or circuits (use Conditioning & HIIT Program), or a mobility/flexibility routine (use Mobility Routine).
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  19. Bloodwork Explainer · skillmedev
    Translates common lab panels - CBC, CMP, lipid panel, thyroid, hormones, HbA1c - into plain language, flags values against the lab's own reference ranges, and produces a prioritized question list to bring to a physician. Use when someone asks "what does my bloodwork mean", "is my ALT high", "explain my lipid panel", or "what should I ask my doctor about these results". General wellness education, not medical advice - it flags and explains, never diagnoses or prescribes. Do NOT use to summarize a medical chart or clinical document - use clinical-summary instead; for diet changes motivated by results, hand off to nutrition-planner.
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  20. Strength Training Plan · skillmedev
    Use when someone starts lifting, hits a strength or hypertrophy plateau, restructures a lifting program, or wants to build strength or muscle - designing a progressive resistance program with splits, compound movement patterns, sets/reps, progressive overload, and deloads from barbells and dumbbells. General fitness guidance, not medical advice. Owns resistance/strength training only. Do NOT use to program high-intensity interval conditioning or circuits (use fitness-program), a steady-state aerobic-base or Zone 2 block (use zone-2-cardio-plan), or a mobility/flexibility routine (use mobility-routine).
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  21. Swiftui Expert · skillmedev
    Builds clean, performant, accessible SwiftUI views with correct state ownership, scoped invalidation, and smooth list scrolling, and reviews existing SwiftUI code against a concrete frame-time and re-render budget. Use when someone asks "why does my SwiftUI list stutter", "should this be @State or @Observable", "my whole screen re-renders when one row changes", "how do I animate this transition", or wants a SwiftUI view built or refactored. Do NOT use for cross-platform React Native apps - use react-native-pro instead; do NOT use for Flutter widget trees - use flutter-widget-architect instead; do NOT use for Android Compose UIs - use jetpack-compose-builder instead.
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  22. React Native Pro · skillmedev
    Builds and ships production React Native apps - architecture, navigation, list and startup performance against explicit budgets, native modules, and EAS release flow. Use when someone asks "why is my FlatList janky", "how do I speed up cold start", "should this be a TurboModule", "how do I set up EAS builds and OTA updates", or wants a React Native feature built to production quality. Do NOT use for Flutter apps - use flutter-widget-architect instead; do NOT use for offline-first sync and conflict resolution - use mobile-offline-sync instead; do NOT use for native-only iOS SwiftUI work - use swift-ui instead; for deep profiling sessions use mobile-perf-profiler.
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  23. Mobile Offline Sync · skillmedev
    Builds local-first mobile storage with an optimistic local store, durable mutation outbox, per-entity conflict-resolution rules, incremental pull, and idempotent background retry. Use when someone says "the app has to work offline", "how do I sync Room or SQLite or Realm with the server", "what happens when two devices edit the same record", or offline edits must reconcile with the server later. Do NOT use for paginating, caching, and refreshing read-heavy server lists - use pagination-and-sync-engineer instead; and do NOT build offline write support for strong-consistency operations like payments or inventory counts - disable those offline.
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  24. Mobile Perf Profiler · skillmedev
    Diagnoses and fixes mobile jank, dropped frames, slow startup, and growing memory by capturing a trace or heap snapshot on a real device, isolating the single worst cost, fixing it, and re-measuring against the 16ms frame and cold-start budgets. Use when someone says "the app stutters when I scroll", "startup takes forever", "memory keeps climbing after navigating around", or the UI feels laggy on a real device. Do NOT use when the bottleneck is a website or web app (LCP, bundle size, slow endpoint or query) - use web-performance instead; for Compose recomposition fixes pair with jetpack-compose-builder; for Flutter widget architecture use flutter-widget-architect.
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  25. App Store Release Prep · skillmedev
    Produce a reproducible signing, versioning, and store-declaration pipeline so an iOS or Android build passes App Store Connect / Play Console submission. Use when building or uploading a distribution .ipa/.aab, fixing signing/provisioning-profile or entitlement errors, bumping CFBundleVersion/versionCode, filling App Privacy / Data safety forms or PrivacyInfo.xcprivacy, wiring Fastlane lanes, or diagnosing a store rejection. Do NOT use for general (non-mobile) release steps like changelogs, tagging, or backend deploys - use prepare-release instead; do NOT use for store listing titles, descriptions, or keywords - use app-store-copy instead.
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  26. Jetpack Compose Builder · skillmedev
    Builds Android Jetpack Compose UI with hoisted state, unidirectional data flow, and recomposition-safe patterns backed by measured stability rules. Use when someone asks "build this screen in Compose", "where should this state live", "why does my LazyColumn stutter", or is writing Composable functions, ViewModel and StateFlow wiring, or fixing recomposition jank in Kotlin. Do NOT use when the screen targets Flutter - use flutter-widget-architect instead; for iOS declarative UI use swift-ui; for React Native screens use react-native-pro; and if jank persists after state fixes, profile with mobile-perf-profiler.
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  27. Push Notification Wirer · skillmedev
    Wires native mobile push end to end on APNs and FCM - device-token lifecycle, permission priming and prompt timing, alert and silent payloads, the server send path, and tap routing in all app states. Use when someone says "add push to our app", "the notification never arrives", "how do I handle FCM token refresh", or is wiring the .p8 or service-account sender and handling notification taps. Do NOT use for writing the notification text and message strategy - use push-notification-copy instead; not for web/browser push (Web Push/VAPID), in-app banners, or platform notification dashboards; and hand navigation from a tapped payload into a specific screen to a deep-link router.
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  28. Flutter Widget Architect · skillmedev
    Architects Flutter widget trees and Riverpod or Bloc state so rebuilds are scoped, build() stays pure, and const widgets skip recomposition. Use when someone asks "why is my Flutter screen janky", "should I use Riverpod or Bloc", "my whole page rebuilds when one field changes", or is building or refactoring Flutter screens, wiring StatelessWidget/StatefulWidget, Consumer, or BlocBuilder. Do NOT use for Android Jetpack Compose UI - use jetpack-compose-builder instead; do NOT use for React Native - use react-native-pro instead.
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  29. Budget Builder · skillmedev
    Builds a zero-based monthly budget from take-home income using the 50/30/20 framework with explicit adaptation rules and sinking funds for irregular expenses. Use when someone says "help me make a budget", "I don't know where my money goes", "my spending feels out of control", or after an income change or move. Do NOT use for choosing what to fund first across debt, savings, and investing - use financial-planner instead; for sequencing multiple debts - use debt-payoff-planner; for sizing the cash cushion - use emergency-fund-planner; for company or campaign budget variance reporting - use budget-vs-actual instead.
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  30. Tax Optimization · skillmedev
    Works through the legal tax-reduction sequence - tax-advantaged account priority, standard-vs-itemized decision math, tax-loss harvesting, income timing, and Roth-vs-traditional rules - and produces a personal tax checklist. Use when someone asks "how do I pay less in taxes", "should I itemize", "Roth or traditional", "what is tax-loss harvesting", or is doing year-end planning or reviewing withholding. Do NOT use for the broader ordering of savings and debt priorities - use financial-planner instead; for investing fundamentals beyond account tax treatment - use investment-basics; for projecting retirement account balances - use retirement-projection.
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  31. Personal Financial Planner · skillmedev
    Builds a complete personal financial plan - a prioritized order of operations across budgeting, emergency savings, debt payoff, and goals - from the user's actual numbers, then routes each piece to the right specialist skill. Use when someone asks "help me get my finances in order", "where should my money go first", "should I pay off debt or save", "am I doing okay financially", or "build me a financial plan". Do NOT use for constructing the monthly budget itself - use budget-builder instead; for sequencing multiple debts - use debt-payoff-planner; for sizing the cash cushion - use emergency-fund-planner; for investing fundamentals - use investment-basics; for retirement readiness math - use retirement-projection; for lowering a tax bill - use tax-optimization; for evaluating one large purchase - use big-purchase-decision.
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  32. Investment Basics · skillmedev
    Teaches personal investing fundamentals - readiness checks, asset allocation, diversification with low-cost index funds, fee awareness, tax-advantaged account ordering, and rebalancing - and produces a written starter plan. Use when someone asks "how do I start investing", "what should my stock/bond split be", "are index funds enough", or "should I invest or pay off debt first". General financial education, not personalized investment advice. Do NOT use for a full multi-goal financial plan with budgeting and insurance - use financial-planner instead; do NOT use for modeling when someone can retire - use retirement-projection instead; for building the cash cushion first, see emergency-fund-planner.
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  33. Debt Payoff Planner · skillmedev
    Builds a sequenced multi-debt payoff plan - avalanche or snowball chosen by explicit decision rules - with the rollover schedule, total-interest math, and a debt-free date. Use when someone asks "which debt do I pay first", "avalanche or snowball", "how do I get out of credit card debt", or "when will I be debt-free". Do NOT use for sizing the cash cushion that prevents new debt - use emergency-fund-planner instead; for building the monthly budget that produces the extra payment - use budget-builder; for the overall save-vs-invest-vs-payoff ordering - use financial-planner.
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  34. Big Purchase Decision · skillmedev
    Evaluates a major purchase with total cost of ownership, opportunity cost, affordability red lines, and a cooling-off rule, producing a scored buy/wait/walk verdict. Use when someone asks "should I buy this car", "can I afford this", "is this purchase a good idea", or is about to finance anything with a monthly payment. Do NOT use for fitting an approved purchase into the monthly plan - use budget-builder instead; for whether the purchase should outrank debt payoff or savings - use financial-planner; for home-purchase retirement trade-offs - use retirement-projection.
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  35. Retirement Projection · skillmedev
    Projects retirement readiness from savings rate, target nest egg, and compound growth - computes the required portfolio via safe-withdrawal-rate math, years to financial independence, and pension or Social Security offsets, with a runnable calculator. Use when someone asks "how much do I need to retire", "am I on track to retire at 60", "what does my savings rate get me", or "can I retire early". General financial education, not personalized investment advice. Do NOT use for choosing funds or setting an asset allocation - use investment-basics instead; do NOT use for a full financial plan with budgeting and insurance - use financial-planner instead.
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  36. Emergency Fund Planner · skillmedev
    Sizes an emergency fund from essential expenses and household risk tier, picks the right account, and builds the funding and replenishment schedule. Use when someone asks "how much should I have in savings", "how big should my emergency fund be", "where should I keep my emergency fund", or "should I save or pay off debt first". Do NOT use for sequencing debt payoff itself - use debt-payoff-planner instead; for planned irregular expenses like car registration or gifts, those are sinking funds - use budget-builder; for the full save-vs-invest ordering - use financial-planner.
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  37. Cap Table Manager · skillmedev
    Use when a founder needs to understand or model ownership and dilution. Triggers on "model my cap table", "how much will I be diluted", "option pool", "SAFE conversion", "post-money vs pre-money", "what do I own after this round", "pro rata". Turns equity from a black box into a model the founder controls.
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  38. Data Room Builder · skillmedev
    Use when a founder needs to prepare materials for investor due diligence. Triggers on "set up a data room", "what goes in a data room", "diligence checklist", "prepare for due diligence", "investors asked for our data room". Builds the organized, staged room that makes diligence fast and confidence-building.
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  39. Investor Targeting · skillmedev
    Use when a founder needs to decide which investors to approach and how to reach them. Triggers on "which VCs should I target", "build my investor list", "find the right investors", "warm intro path", "angels vs VCs", "who invests in my space", "investor research". Produces a ranked, researched target list with warm paths.
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  40. Pitch Deck Builder · skillmedev
    Use when a founder needs to build or fix a fundraising pitch deck. Triggers on "build my pitch deck", "investor deck", "seed deck", "Series A deck", "what slides do I need", "fix my deck", "deck for VCs". Turns the narrative into the exact slides investors expect, in order.
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  41. Pitch Practice Coach · skillmedev
    Use when a founder needs to rehearse a pitch or prepare for investor questions. Triggers on "practice my pitch", "mock investor meeting", "what will VCs ask me", "help me prep for a partner meeting", "investor Q&A drill", "I freeze on hard questions", "rehearse my deck". Runs realistic rehearsal and objection drills.
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  42. Safe Vs Priced Round · skillmedev
    Use when a founder is choosing how to structure a raise. Triggers on "SAFE vs priced round", "should I use a SAFE", "valuation cap vs discount", "post-money SAFE", "convertible note", "when to do a priced round", "MFN clause". Explains the instruments and their real dilution consequences.
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  43. Fundraise Team Hiring · skillmedev
    Use when a founder is shaping the team for a raise or hiring against the round. Triggers on "team slide", "what hires do investors want", "how much equity for an early hire", "key hire before fundraising", "is my team fundable", "hiring plan for the round". Connects the team story, the gap-filling hires, and the equity to grant.
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  44. Investor Pipeline Crm · skillmedev
    Use when a founder is managing an active raise across many investors. Triggers on "track my fundraise", "investor pipeline", "fundraising CRM", "how to create FOMO", "run my raise as a process", "investor follow-up cadence", "how long should fundraising take". Turns a scattered raise into a managed, time-boxed process.
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  45. Term Sheet Negotiation · skillmedev
    Use when a founder has or expects a term sheet and needs to negotiate. Triggers on "negotiate my term sheet", "is this term sheet fair", "liquidation preference", "board seats", "protective provisions", "how to negotiate valuation", "I have multiple offers", "what terms matter". Focuses leverage on the terms that change value and control.
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  46. Due Diligence Checklist · skillmedev
    Runs structured diligence on an investment or acquisition target across four workstreams - commercial, financial, technical, and legal - and produces a red-flag register split into deal-killers versus manageable risks with a go/no-go recommendation. Use when someone asks "what should I check before investing", "run diligence on this company", "is this deal clean", or is preparing to wire money into a startup or acquisition. Do NOT use for decoding the clauses of a term sheet - use term-sheet-explainer instead; for negotiating terms, use term-sheet-negotiation; for building the target's data room from the company side, use data-room-builder.
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  47. Fundraise Readiness Audit · skillmedev
    Runs the audit an investor will run before a founder starts pitching - scoring metrics, story, team, and legal/financial hygiene red/yellow/green and returning a go, fix-first, or wait verdict with the milestones that turn each red gate green. Use when a founder asks "audit my fundraise readiness before I pitch", "run the audit an investor would run on my startup", "score my metrics, story, and team before I raise", "am I ready to start fundraising", or wants a fundraise checklist before any outreach at any stage. Do NOT use for Series A-specific metric benchmarks (ARR bar, NRR, payback) and building the Series A data room - use series-a-readiness. Do NOT use for choosing the stage, amount, and instrument of the raise - use fundraising-stage-selector. Do NOT use for writing the pitch story itself - use fundraising-narrative.
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  48. Fundraising Stage Selector · skillmedev
    Use when a founder is deciding whether and how to raise. Triggers on "am I pre-seed or seed", "how much should I raise", "what stage am I", "what valuation can I get", "should I raise now or wait", "is my round too big". Sets the round, amount, and valuation envelope that every later step depends on.
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  49. Fundraise Closing Mechanics · skillmedev
    Drives a fundraise from signed term sheet to wired money - a closing checklist covering confirmatory diligence with same-day response discipline, the definitive-docs list (stock purchase agreement, charter, investor rights, board consents), closing conditions with owners and dates, re-trade defense, multi-party sequencing behind the lead, and post-wire actions like share issuance and the first investor update. Use when a founder asks "what happens after the term sheet", "how long does closing take", "the investor is dragging on confirmatory diligence", or "when does the money actually arrive". Do NOT use for negotiating the term sheet itself - use term-sheet-negotiation instead - or for assembling the diligence materials - use data-room-builder instead.
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  50. Gym Money Model · skillmedev
    Model gym unit economics - Client-Financed Acquisition, 30-day cash, CAC, LTV, LTV:CAC, and payback - and return a verdict on whether growth self-funds. Use when a gym owner asks "what's my CAC", "how much can I spend to get a member", "what should my challenge cost to break even", "is my gym profitable to scale", "what's my LTV:CAC", or "why does growth stall when ads work". Do NOT use for generic SaaS or non-gym business unit economics - use unit-economics instead.
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  51. Closer Sales Script · skillmedev
    Produce and run a word-for-word gym intro-consult script using the CLOSER sequence (Clarify, Label, Overview, Sell, Explain, Reinforce) to take a booked lead to a paid membership. Use when a gym owner or coach asks for a sales script, says "how do I close the consult", "intro consult", "no-sweat consult", "CLOSER framework", "present the price", "I'm bad at selling memberships", or wants to prep for or review an intro consult. Do NOT use when the request is dissolving a specific objection, speeding up lead response, or building a follow-up cadence - use objection-handling-and-speed-to-lead instead; do NOT use to set the price or guarantee - use gym-pricing-and-guarantees instead.
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  52. Gym Meta Ads Funnel · skillmedev
    Write gym Meta (Facebook/Instagram) ad creative, structure the lead-to-consult funnel, set the budget, and read funnel costs against the challenge economics. Use when a gym owner asks to write Facebook/Instagram ads, says ads aren't converting or cost per lead is too high, asks what to spend on ads, or wants to build or scale a Meta ad funnel that fills a challenge or front-end offer. Do NOT use for general A/B creative-testing methodology - use ad-creative-testing instead; do NOT design the offer being sold or the consult close - use gym-transformation-challenge and closer-sales-script instead.
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  53. Core Four Lead Engine · skillmedev
    Pick the lead channels that fit a gym's stage, back daily activity out of a member goal, and build a 30-day lead plan across the Core Four (warm outreach, content, cold outreach, paid ads). Use when a gym owner says "I need more leads", "how do I get members", "what marketing should I do", "build a lead plan", "warm/cold outreach", or "what's a lead magnet". Do NOT use when the owner wants other people to bring in members (referrals, affiliate partners, agencies, employees) - use referral-and-affiliate-system instead; for paid-ad creative and budget depth, hand off to gym-meta-ads-funnel.
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  54. Grand Slam Offer Builder · skillmedev
    Build or sharpen a gym's core offer into a one-page canvas - Value-Equation score, problem-to-solution stack, scarcity/urgency/bonus amplifiers, and a MAGIC name - so the right prospect feels stupid saying no. Use when an owner says "build my offer", "my offer isn't converting", "what should I include", "make my offer irresistible", "design my challenge offer", or "name my program". Do NOT use when the task is choosing the price point or writing guarantee language - use gym-pricing-and-guarantees instead; do NOT use when the task is the day-by-day run-of-show for a challenge - use gym-transformation-challenge instead.
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  55. Hiring A Players And Sops · skillmedev
    Build a gym's role-outcome hiring funnel - scorecards, work-sample screening, A-player pay logic, hire-order sequencing - and turn the owner's work into handoff-ready SOPs. Use when a gym owner says "hire a coach", "find A-players", "first hire for my gym", "build an interview process", "document my processes", "write an SOP", or "get out of the day-to-day". Do NOT use when the user needs a generic, inclusive, legally-careful job posting for any company - use job-description-writer instead.
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  56. Gym Pricing And Guarantees · skillmedev
    Set a single-location gym's price points and design a risk-reversal guarantee it can actually afford, with margin math so a refund never bleeds the business. Use when a gym owner asks "what should I charge", wants to set or raise a membership or challenge price, asks "is a money-back guarantee safe" or "how risky is my guarantee", or needs guarantee language to put on an offer. Do NOT use when constructing the whole offer (value stack, bonuses, scarcity, naming) - use grand-slam-offer-builder instead; do NOT use when testing whether the price self-funds acquisition - use gym-money-model instead.
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  57. Kpi Scoreboard And Cadence · skillmedev
    Build a gym's KPI scoreboard, separate leading from lagging indicators, and set the daily/weekly/monthly meeting cadence that turns numbers into decisions. Use when a gym owner asks what KPIs to track, wants a scoreboard or numbers huddle, asks for a weekly meeting agenda, or wants to find the weakest stage of their lead-to-member funnel. Do NOT use to compute CAC, LTV, or the cash-flow money model - use gym-money-model instead; do NOT use to fix churn or the sales/booking conversion the scoreboard flags - use retention-and-churn-killer, objection-handling-and-speed-to-lead, or closer-sales-script instead.
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  58. Retention And Churn Killer · skillmedev
    Build a gym member-retention system - a first-100-days onboarding sprint, results-tracking cadence, attendance-based churn-save triggers, win-back sequences, and a churn-impact calculator. Use when a gym owner says members are quitting, retention is weak, onboarding is ad hoc, a member wants to cancel, or they want to win back cancelled members ("reduce churn", "first 100 days", "save a member", "win back"). Do NOT use for general SaaS or subscription churn analysis - use churn-reduction instead; do NOT model CAC/LTV economics here - use gym-money-model.
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  59. Gym Transformation Challenge · skillmedev
    Designs a gym's 6-week transformation challenge as a self-funding front-end offer and the week-by-week ascension that converts challengers into recurring members. Use when a gym owner asks to "design a 6-week challenge", structure a "transformation challenge", build a "front-end offer to fill my gym", plan a challenge "run-of-show", or figure out "how do I convert challengers to members". Do NOT use when the request is about the paid ads, audiences, or lead forms that fill the challenge - use gym-meta-ads-funnel instead.
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  60. Referral And Affiliate System · skillmedev
    Build a gym's member-referral engine and local affiliate, employee, and agency lead-getter system, with ask scripts, partnership terms, a volume projection, and a monthly cadence. Use when the owner says "get more referrals", "set up a referral program", "bring a friend", wants affiliate or local-business partners, asks "who else can send me leads", or wants coaches and staff to drive referrals. Do NOT use when the owner wants to generate leads through their own warm outreach, content, cold outreach, or paid ads - use core-four-lead-engine instead.
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  61. Objection Handling And Speed To Lead · skillmedev
    Builds the speed-to-lead system, multi-touch follow-up cadence, and four-objection response framework that stop a gym from losing leads to slow contact or stalled consults. Use when a gym owner or coach says "my leads go cold before we ever talk to them", "prospects stall at the price and never sign", "we are slow and inconsistent at follow-up", or a consult stalls on price, time, "ask my spouse", or "let me think about it" - and when building a follow-up sequence, no-show rebooking, or drilling objection responses with the team. Do NOT use when the buyer is a B2B account and the objection is an incumbent competitor or organizational status quo - use objection-handler instead.
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