[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-anthropic-margin-analyzer":3,"mdc--kvfz8n-key":37,"related-repo-anthropic-margin-analyzer":961,"related-org-anthropic-margin-analyzer":1076},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":12,"stars":26,"repoUrl":27,"updatedAt":28,"license":29,"forks":30,"topics":31,"repo":32,"sourceUrl":35,"mdContent":36},"margin-analyzer","analyze unit economics and margins","Analyzes unit economics by product or service using PayPal merchant insights and QuickBooks cost data, benchmarks against inflation and cost changes, and shows pricing-scenario data (e.g. \"a 5% increase historically correlates with ~3% volume drop\"). Surfaces analysis only — does not recommend a price. Use when the user asks about raising prices, pricing, margin analysis, what to charge, whether costs are eating into profit, or how a price change might affect their business. Trigger even if the user doesn't say \"margin\" explicitly — phrases like \"am I making enough?\", \"should I charge more?\", or \"my costs are going up\" all call for this skill.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},"anthropic","Anthropic","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fanthropic.png","anthropics",[13,17,20,23],{"name":14,"slug":15,"type":16},"Finance","finance","tag",{"name":18,"slug":19,"type":16},"Accounting","accounting",{"name":21,"slug":22,"type":16},"Data Analysis","data-analysis",{"name":24,"slug":25,"type":16},"PayPal","paypal",22885,"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins","2026-05-14T06:02:57.852633",null,2736,[],{"repoUrl":27,"stars":26,"forks":30,"topics":33,"description":34},[],"Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork","https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins\u002Ftree\u002FHEAD\u002Fsmall-business\u002Fskills\u002Fmargin-analyzer","---\nname: margin-analyzer\ndescription: >\n  Analyzes unit economics by product or service using PayPal merchant\n  insights and QuickBooks cost data, benchmarks against inflation and cost\n  changes, and shows pricing-scenario data (e.g. \"a 5% increase historically\n  correlates with ~3% volume drop\"). Surfaces analysis only — does not\n  recommend a price. Use when the user asks about raising prices, pricing,\n  margin analysis, what to charge, whether costs are eating into profit, or\n  how a price change might affect their business. Trigger even if the user\n  doesn't say \"margin\" explicitly — phrases like \"am I making enough?\",\n  \"should I charge more?\", or \"my costs are going up\" all call for this skill.\n---\n\n# Margin Analyzer\n\n> **Status:** MVP draft · **Owner:** JJ · **Version:** 1.1.0\n> **Category:** Finance & Ops · **Phase:** V2\n\n## Quick start\n\nWhen an SMB owner asks \"should I raise my prices?\" or \"are my margins okay?\", this skill:\n\n1. **Identifies what to analyze** — which products\u002Fservices are in scope\n2. **Pulls cost data** from QuickBooks (COGS, direct expenses)\n3. **Pulls revenue data** from PayPal or Square (transaction history)\n4. **Computes unit economics** — revenue, COGS, gross margin, margin % per item\n5. **Benchmarks against context** — inflation, cost changes, industry norms if available\n6. **Builds pricing scenarios** — shows what happens to revenue and margin at +5%, +10%, +15% price changes, using historical correlation where data allows\n7. **Presents the analysis** — no price recommendation; the owner decides\n\nThe output equips the owner to make their own pricing call with real data behind it.\n\n---\n\n## Workflow\n\n### Step 1: Pre-flight check\n\n**QuickBooks:** Call `company-info` to verify the industry field is populated. If it's missing or \"Unknown\", ask: \"I need your business category to pull relevant benchmarks. What industry are you in?\" Then call `quickbooks-profile-info-update`.\n\n**PayPal:** No pre-flight needed, but PayPal rate-limits on rapid calls — see `reference\u002Fgotchas.md`.\n\n**No connectors:** Offer CSV upload as a fallback. The skill can work from exported transaction and expense data. The expected CSV schema is in `reference\u002Fcsv-schema.md`.\n\n### Step 2: Clarify scope\n\nAsk the owner two questions:\n\n1. **\"Which products or services do you want to analyze?\"**\n   - All of them, or a specific subset?\n   - If they say \"all,\" confirm the connector has enough data to be meaningful before pulling everything.\n\n2. **\"What metric matters most to you?\"**\n   - Gross margin (revenue minus direct costs)?\n   - Net margin (after all expenses)?\n   - Revenue per unit?\n   - Their answer shapes how you present the output.\n\n### Step 3: Pull cost data (QuickBooks)\n\nFetch from QuickBooks using `profit-loss-quickbooks-account`:\n- **Date range:** Last 12 months (or full history if less is available)\n- **Extract:** Cost of goods sold by product\u002Fservice line, direct expenses\n\nIf QuickBooks isn't connected, ask the owner for:\n- A cost breakdown by product\u002Fservice line (materials, labor, direct delivery costs per item)\n- Any known cost changes in the last 6–12 months\n\nIf QuickBooks is connected but COGS = $0 across all periods, do not use $0 as the cost input. Surface this to the owner:\n\n> \"QuickBooks shows no cost of goods sold recorded for this period. To compute meaningful margins, I need a cost breakdown by product or service line — not a single average for the whole business. For each item you want analyzed, what does it cost you to deliver it? Materials, direct labor, any direct expenses per item. Even rough figures work.\"\n\nFlag this limitation in the Data Quality Notes section of the final output.\n\n### Step 4: Pull revenue data (PayPal \u002F Square)\n\nFetch from `list_transactions` (PayPal) or `make_api_request` (Square):\n- **Date range:** Match the cost data window (last 12 months)\n- **Extract:** Transaction amount, item\u002Fservice name, date, quantity if available\n\nIf you hit PayPal rate limits, pause 30 seconds and retry once. If still blocked, offer: \"PayPal is temporarily rate-limited. Want to switch to Square or upload a CSV instead?\"\n\nIf only one data source is available, note the limitation in the output.\n\n### Step 5: Compute unit economics\n\nFor each product\u002Fservice in scope, calculate:\n\n| Metric | Formula |\n|---|---|\n| **Revenue** | Sum of transaction amounts for the item |\n| **COGS** | Cost data from QB or owner-provided |\n| **Gross Profit** | Revenue − COGS |\n| **Gross Margin %** | (Gross Profit ÷ Revenue) × 100 |\n| **Units Sold** | Count of transactions (if available) |\n| **Revenue per Unit** | Revenue ÷ Units Sold |\n| **Cost per Unit** | COGS ÷ Units Sold |\n\nFlag any item where margin is below 20% — not as a recommendation, but as a data point worth the owner's attention.\n\n### Step 6: Benchmark\n\nLayer in context to make the numbers meaningful:\n\n- **Inflation:** Note relevant cost trends if discussing input cost increases. Example: \"Your input costs rose ~X% over this period while your prices held flat — that compressed margin by Y points.\"\n- **Industry benchmarks:** Use the QuickBooks industry profile to surface rough gross margin norms for their category. See `reference\u002Findustry-benchmarks.md`.\n- **Historical comparison:** If 24+ months of data is available, compare this year's margins to last year's to surface the trend direction.\n\nHandle low-data gracefully: if fewer than 6 months of transactions exist, omit the elasticity section and note: \"You need at least 6 months of pricing history to estimate how volume responds to price changes. I'll show scenario math instead.\"\n\n### Step 7: Pricing scenarios\n\nBuild a table for each product\u002Fservice showing three price-change scenarios:\n\n| Scenario | New Price | Projected Revenue* | Gross Margin % |\n|---|---|---|---|\n| +5% | $X | $Y | Z% |\n| +10% | $X | $Y | Z% |\n| +15% | $X | $Y | Z% |\n\n**How to compute projected revenue:**\n- **If 6+ months of history:** Estimate volume response using historical data. If a past price change exists, compute observed elasticity: `Elasticity = % change in volume ÷ % change in price`. Apply that to project volume at the new price.\n- **If insufficient history:** Show three volume assumptions (−0%, −5%, −10%) and let the owner pick what seems realistic.\n\nAdd a note: *\"These are projections based on available data, not guarantees. Actual volume response depends on competition, customer sensitivity, and timing.\"*\n\n### Step 8: Present the analysis\n\nStructure the output as:\n\nStructure the output with an H2 header showing the business name and date range,\nfollowed by four sections: a Unit Economics Summary table (product\u002Fservice,\nrevenue, COGS, gross margin, margin %), a Context and Benchmarking section\n(2-4 sentences on inflation, cost shifts, industry norms), Pricing Scenarios\n(scenario table per product, or top 3-5 if many), and Data Quality Notes\n(flag any limitations such as partial data, missing COGS, or short history).\n\nKeep it factual. Do not say \"you should raise prices\" or \"consider lowering your price.\" The owner is looking at data to make their own call.\n\n---\n\n## Scope boundary\n\n**This skill surfaces data. It does not recommend a price.**\n\nIf the owner asks \"so what should I do?\" — respond with: \"I can show you what the data suggests, but the pricing decision is yours. Would you like me to model any additional scenarios?\"\n\nThis is intentional. Pricing decisions have real business consequences and depend on context only the owner knows (competitive positioning, customer relationships, cash needs). The skill's job is to make sure they're looking at real numbers when they decide.\n\n---\n\n## Connectors\n\n**Primary:** QuickBooks, PayPal\n**Also supported:** Square, Brex · Desktop (CSV\u002Fexport)\n\n---\n\n## Reference files\n\n- `reference\u002Fgotchas.md` — common pitfalls (data gaps, elasticity traps, margin math errors)\n- `reference\u002Findustry-benchmarks.md` — gross margin ranges by SMB category\n- `reference\u002Fcsv-schema.md` — expected columns when the owner uploads a CSV\n- `reference\u002Fexamples\u002F` — worked scenarios (retail, services, product-based)\n",{"data":38,"body":39},{"name":4,"description":6},{"type":40,"children":41},"root",[42,50,94,101,106,181,186,190,196,203,230,247,264,270,275,331,337,350,373,378,391,396,404,409,415,436,457,462,467,473,478,618,623,629,634,674,679,685,690,784,792,823,834,840,845,850,855,858,864,872,877,882,885,891,908,911,917],{"type":43,"tag":44,"props":45,"children":46},"element","h1",{"id":4},[47],{"type":48,"value":49},"text","Margin Analyzer",{"type":43,"tag":51,"props":52,"children":53},"blockquote",{},[54],{"type":43,"tag":55,"props":56,"children":57},"p",{},[58,64,66,71,73,78,80,85,87,92],{"type":43,"tag":59,"props":60,"children":61},"strong",{},[62],{"type":48,"value":63},"Status:",{"type":48,"value":65}," MVP draft · ",{"type":43,"tag":59,"props":67,"children":68},{},[69],{"type":48,"value":70},"Owner:",{"type":48,"value":72}," JJ · ",{"type":43,"tag":59,"props":74,"children":75},{},[76],{"type":48,"value":77},"Version:",{"type":48,"value":79}," 1.1.0\n",{"type":43,"tag":59,"props":81,"children":82},{},[83],{"type":48,"value":84},"Category:",{"type":48,"value":86}," Finance & Ops · ",{"type":43,"tag":59,"props":88,"children":89},{},[90],{"type":48,"value":91},"Phase:",{"type":48,"value":93}," V2",{"type":43,"tag":95,"props":96,"children":98},"h2",{"id":97},"quick-start",[99],{"type":48,"value":100},"Quick start",{"type":43,"tag":55,"props":102,"children":103},{},[104],{"type":48,"value":105},"When an SMB owner asks \"should I raise my prices?\" or \"are my margins okay?\", this skill:",{"type":43,"tag":107,"props":108,"children":109},"ol",{},[110,121,131,141,151,161,171],{"type":43,"tag":111,"props":112,"children":113},"li",{},[114,119],{"type":43,"tag":59,"props":115,"children":116},{},[117],{"type":48,"value":118},"Identifies what to analyze",{"type":48,"value":120}," — which products\u002Fservices are in scope",{"type":43,"tag":111,"props":122,"children":123},{},[124,129],{"type":43,"tag":59,"props":125,"children":126},{},[127],{"type":48,"value":128},"Pulls cost data",{"type":48,"value":130}," from QuickBooks (COGS, direct expenses)",{"type":43,"tag":111,"props":132,"children":133},{},[134,139],{"type":43,"tag":59,"props":135,"children":136},{},[137],{"type":48,"value":138},"Pulls revenue data",{"type":48,"value":140}," from PayPal or Square (transaction history)",{"type":43,"tag":111,"props":142,"children":143},{},[144,149],{"type":43,"tag":59,"props":145,"children":146},{},[147],{"type":48,"value":148},"Computes unit economics",{"type":48,"value":150}," — revenue, COGS, gross margin, margin % per item",{"type":43,"tag":111,"props":152,"children":153},{},[154,159],{"type":43,"tag":59,"props":155,"children":156},{},[157],{"type":48,"value":158},"Benchmarks against context",{"type":48,"value":160}," — inflation, cost changes, industry norms if available",{"type":43,"tag":111,"props":162,"children":163},{},[164,169],{"type":43,"tag":59,"props":165,"children":166},{},[167],{"type":48,"value":168},"Builds pricing scenarios",{"type":48,"value":170}," — shows what happens to revenue and margin at +5%, +10%, +15% price changes, using historical correlation where data allows",{"type":43,"tag":111,"props":172,"children":173},{},[174,179],{"type":43,"tag":59,"props":175,"children":176},{},[177],{"type":48,"value":178},"Presents the analysis",{"type":48,"value":180}," — no price recommendation; the owner decides",{"type":43,"tag":55,"props":182,"children":183},{},[184],{"type":48,"value":185},"The output equips the owner to make their own pricing call with real data behind it.",{"type":43,"tag":187,"props":188,"children":189},"hr",{},[],{"type":43,"tag":95,"props":191,"children":193},{"id":192},"workflow",[194],{"type":48,"value":195},"Workflow",{"type":43,"tag":197,"props":198,"children":200},"h3",{"id":199},"step-1-pre-flight-check",[201],{"type":48,"value":202},"Step 1: Pre-flight check",{"type":43,"tag":55,"props":204,"children":205},{},[206,211,213,220,222,228],{"type":43,"tag":59,"props":207,"children":208},{},[209],{"type":48,"value":210},"QuickBooks:",{"type":48,"value":212}," Call ",{"type":43,"tag":214,"props":215,"children":217},"code",{"className":216},[],[218],{"type":48,"value":219},"company-info",{"type":48,"value":221}," to verify the industry field is populated. If it's missing or \"Unknown\", ask: \"I need your business category to pull relevant benchmarks. What industry are you in?\" Then call ",{"type":43,"tag":214,"props":223,"children":225},{"className":224},[],[226],{"type":48,"value":227},"quickbooks-profile-info-update",{"type":48,"value":229},".",{"type":43,"tag":55,"props":231,"children":232},{},[233,238,240,246],{"type":43,"tag":59,"props":234,"children":235},{},[236],{"type":48,"value":237},"PayPal:",{"type":48,"value":239}," No pre-flight needed, but PayPal rate-limits on rapid calls — see ",{"type":43,"tag":214,"props":241,"children":243},{"className":242},[],[244],{"type":48,"value":245},"reference\u002Fgotchas.md",{"type":48,"value":229},{"type":43,"tag":55,"props":248,"children":249},{},[250,255,257,263],{"type":43,"tag":59,"props":251,"children":252},{},[253],{"type":48,"value":254},"No connectors:",{"type":48,"value":256}," Offer CSV upload as a fallback. The skill can work from exported transaction and expense data. The expected CSV schema is in ",{"type":43,"tag":214,"props":258,"children":260},{"className":259},[],[261],{"type":48,"value":262},"reference\u002Fcsv-schema.md",{"type":48,"value":229},{"type":43,"tag":197,"props":265,"children":267},{"id":266},"step-2-clarify-scope",[268],{"type":48,"value":269},"Step 2: Clarify scope",{"type":43,"tag":55,"props":271,"children":272},{},[273],{"type":48,"value":274},"Ask the owner two questions:",{"type":43,"tag":107,"props":276,"children":277},{},[278,300],{"type":43,"tag":111,"props":279,"children":280},{},[281,286],{"type":43,"tag":59,"props":282,"children":283},{},[284],{"type":48,"value":285},"\"Which products or services do you want to analyze?\"",{"type":43,"tag":287,"props":288,"children":289},"ul",{},[290,295],{"type":43,"tag":111,"props":291,"children":292},{},[293],{"type":48,"value":294},"All of them, or a specific subset?",{"type":43,"tag":111,"props":296,"children":297},{},[298],{"type":48,"value":299},"If they say \"all,\" confirm the connector has enough data to be meaningful before pulling everything.",{"type":43,"tag":111,"props":301,"children":302},{},[303,308],{"type":43,"tag":59,"props":304,"children":305},{},[306],{"type":48,"value":307},"\"What metric matters most to you?\"",{"type":43,"tag":287,"props":309,"children":310},{},[311,316,321,326],{"type":43,"tag":111,"props":312,"children":313},{},[314],{"type":48,"value":315},"Gross margin (revenue minus direct costs)?",{"type":43,"tag":111,"props":317,"children":318},{},[319],{"type":48,"value":320},"Net margin (after all expenses)?",{"type":43,"tag":111,"props":322,"children":323},{},[324],{"type":48,"value":325},"Revenue per unit?",{"type":43,"tag":111,"props":327,"children":328},{},[329],{"type":48,"value":330},"Their answer shapes how you present the output.",{"type":43,"tag":197,"props":332,"children":334},{"id":333},"step-3-pull-cost-data-quickbooks",[335],{"type":48,"value":336},"Step 3: Pull cost data (QuickBooks)",{"type":43,"tag":55,"props":338,"children":339},{},[340,342,348],{"type":48,"value":341},"Fetch from QuickBooks using ",{"type":43,"tag":214,"props":343,"children":345},{"className":344},[],[346],{"type":48,"value":347},"profit-loss-quickbooks-account",{"type":48,"value":349},":",{"type":43,"tag":287,"props":351,"children":352},{},[353,363],{"type":43,"tag":111,"props":354,"children":355},{},[356,361],{"type":43,"tag":59,"props":357,"children":358},{},[359],{"type":48,"value":360},"Date range:",{"type":48,"value":362}," Last 12 months (or full history if less is available)",{"type":43,"tag":111,"props":364,"children":365},{},[366,371],{"type":43,"tag":59,"props":367,"children":368},{},[369],{"type":48,"value":370},"Extract:",{"type":48,"value":372}," Cost of goods sold by product\u002Fservice line, direct expenses",{"type":43,"tag":55,"props":374,"children":375},{},[376],{"type":48,"value":377},"If QuickBooks isn't connected, ask the owner for:",{"type":43,"tag":287,"props":379,"children":380},{},[381,386],{"type":43,"tag":111,"props":382,"children":383},{},[384],{"type":48,"value":385},"A cost breakdown by product\u002Fservice line (materials, labor, direct delivery costs per item)",{"type":43,"tag":111,"props":387,"children":388},{},[389],{"type":48,"value":390},"Any known cost changes in the last 6–12 months",{"type":43,"tag":55,"props":392,"children":393},{},[394],{"type":48,"value":395},"If QuickBooks is connected but COGS = $0 across all periods, do not use $0 as the cost input. Surface this to the owner:",{"type":43,"tag":51,"props":397,"children":398},{},[399],{"type":43,"tag":55,"props":400,"children":401},{},[402],{"type":48,"value":403},"\"QuickBooks shows no cost of goods sold recorded for this period. To compute meaningful margins, I need a cost breakdown by product or service line — not a single average for the whole business. For each item you want analyzed, what does it cost you to deliver it? Materials, direct labor, any direct expenses per item. Even rough figures work.\"",{"type":43,"tag":55,"props":405,"children":406},{},[407],{"type":48,"value":408},"Flag this limitation in the Data Quality Notes section of the final output.",{"type":43,"tag":197,"props":410,"children":412},{"id":411},"step-4-pull-revenue-data-paypal-square",[413],{"type":48,"value":414},"Step 4: Pull revenue data (PayPal \u002F Square)",{"type":43,"tag":55,"props":416,"children":417},{},[418,420,426,428,434],{"type":48,"value":419},"Fetch from ",{"type":43,"tag":214,"props":421,"children":423},{"className":422},[],[424],{"type":48,"value":425},"list_transactions",{"type":48,"value":427}," (PayPal) or ",{"type":43,"tag":214,"props":429,"children":431},{"className":430},[],[432],{"type":48,"value":433},"make_api_request",{"type":48,"value":435}," (Square):",{"type":43,"tag":287,"props":437,"children":438},{},[439,448],{"type":43,"tag":111,"props":440,"children":441},{},[442,446],{"type":43,"tag":59,"props":443,"children":444},{},[445],{"type":48,"value":360},{"type":48,"value":447}," Match the cost data window (last 12 months)",{"type":43,"tag":111,"props":449,"children":450},{},[451,455],{"type":43,"tag":59,"props":452,"children":453},{},[454],{"type":48,"value":370},{"type":48,"value":456}," Transaction amount, item\u002Fservice name, date, quantity if available",{"type":43,"tag":55,"props":458,"children":459},{},[460],{"type":48,"value":461},"If you hit PayPal rate limits, pause 30 seconds and retry once. If still blocked, offer: \"PayPal is temporarily rate-limited. Want to switch to Square or upload a CSV instead?\"",{"type":43,"tag":55,"props":463,"children":464},{},[465],{"type":48,"value":466},"If only one data source is available, note the limitation in the output.",{"type":43,"tag":197,"props":468,"children":470},{"id":469},"step-5-compute-unit-economics",[471],{"type":48,"value":472},"Step 5: Compute unit economics",{"type":43,"tag":55,"props":474,"children":475},{},[476],{"type":48,"value":477},"For each product\u002Fservice in scope, calculate:",{"type":43,"tag":479,"props":480,"children":481},"table",{},[482,501],{"type":43,"tag":483,"props":484,"children":485},"thead",{},[486],{"type":43,"tag":487,"props":488,"children":489},"tr",{},[490,496],{"type":43,"tag":491,"props":492,"children":493},"th",{},[494],{"type":48,"value":495},"Metric",{"type":43,"tag":491,"props":497,"children":498},{},[499],{"type":48,"value":500},"Formula",{"type":43,"tag":502,"props":503,"children":504},"tbody",{},[505,522,538,554,570,586,602],{"type":43,"tag":487,"props":506,"children":507},{},[508,517],{"type":43,"tag":509,"props":510,"children":511},"td",{},[512],{"type":43,"tag":59,"props":513,"children":514},{},[515],{"type":48,"value":516},"Revenue",{"type":43,"tag":509,"props":518,"children":519},{},[520],{"type":48,"value":521},"Sum of transaction amounts for the item",{"type":43,"tag":487,"props":523,"children":524},{},[525,533],{"type":43,"tag":509,"props":526,"children":527},{},[528],{"type":43,"tag":59,"props":529,"children":530},{},[531],{"type":48,"value":532},"COGS",{"type":43,"tag":509,"props":534,"children":535},{},[536],{"type":48,"value":537},"Cost data from QB or owner-provided",{"type":43,"tag":487,"props":539,"children":540},{},[541,549],{"type":43,"tag":509,"props":542,"children":543},{},[544],{"type":43,"tag":59,"props":545,"children":546},{},[547],{"type":48,"value":548},"Gross Profit",{"type":43,"tag":509,"props":550,"children":551},{},[552],{"type":48,"value":553},"Revenue − COGS",{"type":43,"tag":487,"props":555,"children":556},{},[557,565],{"type":43,"tag":509,"props":558,"children":559},{},[560],{"type":43,"tag":59,"props":561,"children":562},{},[563],{"type":48,"value":564},"Gross Margin %",{"type":43,"tag":509,"props":566,"children":567},{},[568],{"type":48,"value":569},"(Gross Profit ÷ Revenue) × 100",{"type":43,"tag":487,"props":571,"children":572},{},[573,581],{"type":43,"tag":509,"props":574,"children":575},{},[576],{"type":43,"tag":59,"props":577,"children":578},{},[579],{"type":48,"value":580},"Units Sold",{"type":43,"tag":509,"props":582,"children":583},{},[584],{"type":48,"value":585},"Count of transactions (if available)",{"type":43,"tag":487,"props":587,"children":588},{},[589,597],{"type":43,"tag":509,"props":590,"children":591},{},[592],{"type":43,"tag":59,"props":593,"children":594},{},[595],{"type":48,"value":596},"Revenue per Unit",{"type":43,"tag":509,"props":598,"children":599},{},[600],{"type":48,"value":601},"Revenue ÷ Units Sold",{"type":43,"tag":487,"props":603,"children":604},{},[605,613],{"type":43,"tag":509,"props":606,"children":607},{},[608],{"type":43,"tag":59,"props":609,"children":610},{},[611],{"type":48,"value":612},"Cost per Unit",{"type":43,"tag":509,"props":614,"children":615},{},[616],{"type":48,"value":617},"COGS ÷ Units Sold",{"type":43,"tag":55,"props":619,"children":620},{},[621],{"type":48,"value":622},"Flag any item where margin is below 20% — not as a recommendation, but as a data point worth the owner's attention.",{"type":43,"tag":197,"props":624,"children":626},{"id":625},"step-6-benchmark",[627],{"type":48,"value":628},"Step 6: Benchmark",{"type":43,"tag":55,"props":630,"children":631},{},[632],{"type":48,"value":633},"Layer in context to make the numbers meaningful:",{"type":43,"tag":287,"props":635,"children":636},{},[637,647,664],{"type":43,"tag":111,"props":638,"children":639},{},[640,645],{"type":43,"tag":59,"props":641,"children":642},{},[643],{"type":48,"value":644},"Inflation:",{"type":48,"value":646}," Note relevant cost trends if discussing input cost increases. Example: \"Your input costs rose ~X% over this period while your prices held flat — that compressed margin by Y points.\"",{"type":43,"tag":111,"props":648,"children":649},{},[650,655,657,663],{"type":43,"tag":59,"props":651,"children":652},{},[653],{"type":48,"value":654},"Industry benchmarks:",{"type":48,"value":656}," Use the QuickBooks industry profile to surface rough gross margin norms for their category. See ",{"type":43,"tag":214,"props":658,"children":660},{"className":659},[],[661],{"type":48,"value":662},"reference\u002Findustry-benchmarks.md",{"type":48,"value":229},{"type":43,"tag":111,"props":665,"children":666},{},[667,672],{"type":43,"tag":59,"props":668,"children":669},{},[670],{"type":48,"value":671},"Historical comparison:",{"type":48,"value":673}," If 24+ months of data is available, compare this year's margins to last year's to surface the trend direction.",{"type":43,"tag":55,"props":675,"children":676},{},[677],{"type":48,"value":678},"Handle low-data gracefully: if fewer than 6 months of transactions exist, omit the elasticity section and note: \"You need at least 6 months of pricing history to estimate how volume responds to price changes. I'll show scenario math instead.\"",{"type":43,"tag":197,"props":680,"children":682},{"id":681},"step-7-pricing-scenarios",[683],{"type":48,"value":684},"Step 7: Pricing scenarios",{"type":43,"tag":55,"props":686,"children":687},{},[688],{"type":48,"value":689},"Build a table for each product\u002Fservice showing three price-change scenarios:",{"type":43,"tag":479,"props":691,"children":692},{},[693,718],{"type":43,"tag":483,"props":694,"children":695},{},[696],{"type":43,"tag":487,"props":697,"children":698},{},[699,704,709,714],{"type":43,"tag":491,"props":700,"children":701},{},[702],{"type":48,"value":703},"Scenario",{"type":43,"tag":491,"props":705,"children":706},{},[707],{"type":48,"value":708},"New Price",{"type":43,"tag":491,"props":710,"children":711},{},[712],{"type":48,"value":713},"Projected Revenue*",{"type":43,"tag":491,"props":715,"children":716},{},[717],{"type":48,"value":564},{"type":43,"tag":502,"props":719,"children":720},{},[721,744,764],{"type":43,"tag":487,"props":722,"children":723},{},[724,729,734,739],{"type":43,"tag":509,"props":725,"children":726},{},[727],{"type":48,"value":728},"+5%",{"type":43,"tag":509,"props":730,"children":731},{},[732],{"type":48,"value":733},"$X",{"type":43,"tag":509,"props":735,"children":736},{},[737],{"type":48,"value":738},"$Y",{"type":43,"tag":509,"props":740,"children":741},{},[742],{"type":48,"value":743},"Z%",{"type":43,"tag":487,"props":745,"children":746},{},[747,752,756,760],{"type":43,"tag":509,"props":748,"children":749},{},[750],{"type":48,"value":751},"+10%",{"type":43,"tag":509,"props":753,"children":754},{},[755],{"type":48,"value":733},{"type":43,"tag":509,"props":757,"children":758},{},[759],{"type":48,"value":738},{"type":43,"tag":509,"props":761,"children":762},{},[763],{"type":48,"value":743},{"type":43,"tag":487,"props":765,"children":766},{},[767,772,776,780],{"type":43,"tag":509,"props":768,"children":769},{},[770],{"type":48,"value":771},"+15%",{"type":43,"tag":509,"props":773,"children":774},{},[775],{"type":48,"value":733},{"type":43,"tag":509,"props":777,"children":778},{},[779],{"type":48,"value":738},{"type":43,"tag":509,"props":781,"children":782},{},[783],{"type":48,"value":743},{"type":43,"tag":55,"props":785,"children":786},{},[787],{"type":43,"tag":59,"props":788,"children":789},{},[790],{"type":48,"value":791},"How to compute projected revenue:",{"type":43,"tag":287,"props":793,"children":794},{},[795,813],{"type":43,"tag":111,"props":796,"children":797},{},[798,803,805,811],{"type":43,"tag":59,"props":799,"children":800},{},[801],{"type":48,"value":802},"If 6+ months of history:",{"type":48,"value":804}," Estimate volume response using historical data. If a past price change exists, compute observed elasticity: ",{"type":43,"tag":214,"props":806,"children":808},{"className":807},[],[809],{"type":48,"value":810},"Elasticity = % change in volume ÷ % change in price",{"type":48,"value":812},". Apply that to project volume at the new price.",{"type":43,"tag":111,"props":814,"children":815},{},[816,821],{"type":43,"tag":59,"props":817,"children":818},{},[819],{"type":48,"value":820},"If insufficient history:",{"type":48,"value":822}," Show three volume assumptions (−0%, −5%, −10%) and let the owner pick what seems realistic.",{"type":43,"tag":55,"props":824,"children":825},{},[826,828],{"type":48,"value":827},"Add a note: ",{"type":43,"tag":829,"props":830,"children":831},"em",{},[832],{"type":48,"value":833},"\"These are projections based on available data, not guarantees. Actual volume response depends on competition, customer sensitivity, and timing.\"",{"type":43,"tag":197,"props":835,"children":837},{"id":836},"step-8-present-the-analysis",[838],{"type":48,"value":839},"Step 8: Present the analysis",{"type":43,"tag":55,"props":841,"children":842},{},[843],{"type":48,"value":844},"Structure the output as:",{"type":43,"tag":55,"props":846,"children":847},{},[848],{"type":48,"value":849},"Structure the output with an H2 header showing the business name and date range,\nfollowed by four sections: a Unit Economics Summary table (product\u002Fservice,\nrevenue, COGS, gross margin, margin %), a Context and Benchmarking section\n(2-4 sentences on inflation, cost shifts, industry norms), Pricing Scenarios\n(scenario table per product, or top 3-5 if many), and Data Quality Notes\n(flag any limitations such as partial data, missing COGS, or short history).",{"type":43,"tag":55,"props":851,"children":852},{},[853],{"type":48,"value":854},"Keep it factual. Do not say \"you should raise prices\" or \"consider lowering your price.\" The owner is looking at data to make their own call.",{"type":43,"tag":187,"props":856,"children":857},{},[],{"type":43,"tag":95,"props":859,"children":861},{"id":860},"scope-boundary",[862],{"type":48,"value":863},"Scope boundary",{"type":43,"tag":55,"props":865,"children":866},{},[867],{"type":43,"tag":59,"props":868,"children":869},{},[870],{"type":48,"value":871},"This skill surfaces data. It does not recommend a price.",{"type":43,"tag":55,"props":873,"children":874},{},[875],{"type":48,"value":876},"If the owner asks \"so what should I do?\" — respond with: \"I can show you what the data suggests, but the pricing decision is yours. Would you like me to model any additional scenarios?\"",{"type":43,"tag":55,"props":878,"children":879},{},[880],{"type":48,"value":881},"This is intentional. Pricing decisions have real business consequences and depend on context only the owner knows (competitive positioning, customer relationships, cash needs). The skill's job is to make sure they're looking at real numbers when they decide.",{"type":43,"tag":187,"props":883,"children":884},{},[],{"type":43,"tag":95,"props":886,"children":888},{"id":887},"connectors",[889],{"type":48,"value":890},"Connectors",{"type":43,"tag":55,"props":892,"children":893},{},[894,899,901,906],{"type":43,"tag":59,"props":895,"children":896},{},[897],{"type":48,"value":898},"Primary:",{"type":48,"value":900}," QuickBooks, PayPal\n",{"type":43,"tag":59,"props":902,"children":903},{},[904],{"type":48,"value":905},"Also supported:",{"type":48,"value":907}," Square, Brex · Desktop (CSV\u002Fexport)",{"type":43,"tag":187,"props":909,"children":910},{},[],{"type":43,"tag":95,"props":912,"children":914},{"id":913},"reference-files",[915],{"type":48,"value":916},"Reference files",{"type":43,"tag":287,"props":918,"children":919},{},[920,930,940,950],{"type":43,"tag":111,"props":921,"children":922},{},[923,928],{"type":43,"tag":214,"props":924,"children":926},{"className":925},[],[927],{"type":48,"value":245},{"type":48,"value":929}," — common pitfalls (data gaps, elasticity traps, margin math errors)",{"type":43,"tag":111,"props":931,"children":932},{},[933,938],{"type":43,"tag":214,"props":934,"children":936},{"className":935},[],[937],{"type":48,"value":662},{"type":48,"value":939}," — gross margin ranges by SMB category",{"type":43,"tag":111,"props":941,"children":942},{},[943,948],{"type":43,"tag":214,"props":944,"children":946},{"className":945},[],[947],{"type":48,"value":262},{"type":48,"value":949}," — expected columns when the owner uploads a CSV",{"type":43,"tag":111,"props":951,"children":952},{},[953,959],{"type":43,"tag":214,"props":954,"children":956},{"className":955},[],[957],{"type":48,"value":958},"reference\u002Fexamples\u002F",{"type":48,"value":960}," — worked scenarios (retail, services, product-based)",{"items":962,"total":1075},[963,979,995,1009,1027,1044,1060],{"slug":964,"name":964,"fn":965,"description":966,"org":967,"tags":968,"stars":26,"repoUrl":27,"updatedAt":978},"accessibility-review","run WCAG accessibility audits","Run a WCAG 2.1 AA accessibility audit on a design or page. Trigger with \"audit accessibility\", \"check a11y\", \"is this accessible?\", or when reviewing a design for color contrast, keyboard navigation, touch target size, or screen reader behavior before handoff.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[969,972,975],{"name":970,"slug":971,"type":16},"Accessibility","accessibility",{"name":973,"slug":974,"type":16},"Design","design",{"name":976,"slug":977,"type":16},"WCAG","wcag","2026-04-06T17:58:05.682394",{"slug":980,"name":980,"fn":981,"description":982,"org":983,"tags":984,"stars":26,"repoUrl":27,"updatedAt":994},"account-research","research accounts for sales intel","Research a company or person and get actionable sales intel. Works standalone with web search, supercharged when you connect enrichment tools or your CRM. Trigger with \"research [company]\", \"look up [person]\", \"intel on [prospect]\", \"who is [name] at [company]\", or \"tell me about [company]\".",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[985,988,991],{"name":986,"slug":987,"type":16},"CRM","crm",{"name":989,"slug":990,"type":16},"Research","research",{"name":992,"slug":993,"type":16},"Sales","sales","2026-04-06T17:56:41.410418",{"slug":996,"name":996,"fn":997,"description":998,"org":999,"tags":1000,"stars":26,"repoUrl":27,"updatedAt":1008},"analyze","answer data questions and run analyses","Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing segments over time, or preparing a formal data report for stakeholders.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1001,1004,1005],{"name":1002,"slug":1003,"type":16},"Analytics","analytics",{"name":21,"slug":22,"type":16},{"name":1006,"slug":1007,"type":16},"SQL","sql","2026-04-06T17:57:21.593647",{"slug":1010,"name":1010,"fn":1011,"description":1012,"org":1013,"tags":1014,"stars":26,"repoUrl":27,"updatedAt":1026},"architecture","create and evaluate architecture decision records","Create or evaluate an architecture decision record (ADR). Use when choosing between technologies (e.g., Kafka vs SQS), documenting a design decision with trade-offs and consequences, reviewing a system design proposal, or designing a new component from requirements and constraints.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1015,1018,1020,1023],{"name":1016,"slug":1017,"type":16},"ADR","adr",{"name":1019,"slug":1010,"type":16},"Architecture",{"name":1021,"slug":1022,"type":16},"Documentation","documentation",{"name":1024,"slug":1025,"type":16},"Engineering","engineering","2026-04-06T17:57:49.26444",{"slug":1028,"name":1028,"fn":1029,"description":1030,"org":1031,"tags":1032,"stars":26,"repoUrl":27,"updatedAt":1043},"audit-support","support SOX 404 control testing","Support SOX 404 compliance with control testing methodology, sample selection, and documentation standards. Use when generating testing workpapers, selecting audit samples, classifying control deficiencies, or preparing for internal or external audits.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1033,1036,1037,1040],{"name":1034,"slug":1035,"type":16},"Audit","audit",{"name":14,"slug":15,"type":16},{"name":1038,"slug":1039,"type":16},"Regulatory Compliance","regulatory-compliance",{"name":1041,"slug":1042,"type":16},"SOX","sox","2026-04-06T17:57:36.714815",{"slug":1045,"name":1045,"fn":1046,"description":1047,"org":1048,"tags":1049,"stars":26,"repoUrl":27,"updatedAt":1059},"brand-review","review content against brand voice","Review content against your brand voice, style guide, and messaging pillars, flagging deviations by severity with specific before\u002Fafter fixes. Use when checking a draft before it ships, when auditing copy for voice consistency and terminology, or when screening for unsubstantiated claims, missing disclaimers, and other legal flags.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1050,1053,1056],{"name":1051,"slug":1052,"type":16},"Branding","branding",{"name":1054,"slug":1055,"type":16},"Marketing","marketing",{"name":1057,"slug":1058,"type":16},"Writing","writing","2026-04-06T17:58:19.548331",{"slug":1061,"name":1061,"fn":1062,"description":1063,"org":1064,"tags":1065,"stars":26,"repoUrl":27,"updatedAt":1074},"brand-voice-enforcement","enforce brand voice in content","This skill applies brand guidelines to content creation. It should be used when the user asks to \"write an email\", \"draft a proposal\", \"create a pitch deck\", \"write a LinkedIn post\", \"draft a presentation\", \"write a Slack message\", \"draft sales content\", or any content creation request where brand voice should be applied. Also triggers on \"on-brand\", \"brand voice\", \"enforce voice\", \"apply brand guidelines\", \"brand-aligned content\", \"write in our voice\", \"use our brand tone\", \"make this sound like us\", \"rewrite this in our tone\", or \"this doesn't sound on-brand\". Not for generating guidelines from scratch (use guideline-generation) or discovering brand materials (use discover-brand).\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1066,1067,1070,1073],{"name":1051,"slug":1052,"type":16},{"name":1068,"slug":1069,"type":16},"Communications","communications",{"name":1071,"slug":1072,"type":16},"Content Creation","content-creation",{"name":1057,"slug":1058,"type":16},"2026-04-06T18:00:23.528956",200,{"items":1077,"total":1254},[1078,1097,1109,1121,1140,1151,1172,1192,1202,1217,1225,1238],{"slug":1079,"name":1079,"fn":1080,"description":1081,"org":1082,"tags":1083,"stars":1094,"repoUrl":1095,"updatedAt":1096},"algorithmic-art","create algorithmic art with p5.js","Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1084,1087,1088,1091],{"name":1085,"slug":1086,"type":16},"Creative","creative",{"name":973,"slug":974,"type":16},{"name":1089,"slug":1090,"type":16},"Generative Art","generative-art",{"name":1092,"slug":1093,"type":16},"JavaScript","javascript",161831,"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fskills","2026-04-06T17:56:15.455818",{"slug":1098,"name":1098,"fn":1099,"description":1100,"org":1101,"tags":1102,"stars":1094,"repoUrl":1095,"updatedAt":1108},"brand-guidelines","apply Anthropic brand colors and typography","Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1103,1104,1105],{"name":1051,"slug":1052,"type":16},{"name":973,"slug":974,"type":16},{"name":1106,"slug":1107,"type":16},"Typography","typography","2026-04-06T17:56:05.042852",{"slug":1110,"name":1110,"fn":1111,"description":1112,"org":1113,"tags":1114,"stars":1094,"repoUrl":1095,"updatedAt":1120},"canvas-design","create posters and visual art as PNG or PDF","Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1115,1116,1117],{"name":1085,"slug":1086,"type":16},{"name":973,"slug":974,"type":16},{"name":1118,"slug":1119,"type":16},"PDF","pdf","2026-04-06T17:56:03.794732",{"slug":1122,"name":1122,"fn":1123,"description":1124,"org":1125,"tags":1126,"stars":1094,"repoUrl":1095,"updatedAt":1139},"claude-api","build apps with the Claude API","Reference for the Claude API \u002F Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration.\nTRIGGER — read BEFORE opening the target file; don't skip because it \"looks like a one-liner\" — whenever: the prompt names Claude\u002FAnthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing\u002Fmodel choice\u002Flimits\u002Fcaching) — never answer from memory; OR the task is LLM-shaped with provider unstated (agent\u002FMCP\u002Ftool-definition\u002Fmulti-agent\u002FRAG\u002FLLM-judge\u002Fcomputer-use; generate\u002Fsummarize\u002Fextract\u002Fclassify\u002Frewrite\u002Fconverse over NL; debugging refusals\u002Fcutoffs\u002Fstreaming\u002Ftool-calls\u002Ftokens).\nSKIP only when another provider is being worked on (overrides all triggers): OpenAI\u002FGPT\u002FGemini\u002FLlama\u002FMistral\u002FCohere\u002FOllama named in the query; OR `grep -rE 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep FIRST if no provider named — don't Read the file).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1127,1130,1131,1134,1136],{"name":1128,"slug":1129,"type":16},"Agents","agents",{"name":9,"slug":8,"type":16},{"name":1132,"slug":1133,"type":16},"Anthropic SDK","anthropic-sdk",{"name":1135,"slug":1122,"type":16},"Claude API",{"name":1137,"slug":1138,"type":16},"LLM","llm","2026-07-28T05:36:08.213335",{"slug":1141,"name":1141,"fn":1142,"description":1143,"org":1144,"tags":1145,"stars":1094,"repoUrl":1095,"updatedAt":1150},"doc-coauthoring","co-author documentation and technical specs","Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1146,1147],{"name":1021,"slug":1022,"type":16},{"name":1148,"slug":1149,"type":16},"Technical Writing","technical-writing","2026-04-06T17:56:14.18897",{"slug":1152,"name":1152,"fn":1153,"description":1154,"org":1155,"tags":1156,"stars":1094,"repoUrl":1095,"updatedAt":1171},"docx","create and edit Word documents","Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx or .dotx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1157,1160,1162,1165,1168],{"name":1158,"slug":1159,"type":16},"Documents","documents",{"name":1161,"slug":1152,"type":16},"DOCX",{"name":1163,"slug":1164,"type":16},"Office","office",{"name":1166,"slug":1167,"type":16},"Templates","templates",{"name":1169,"slug":1170,"type":16},"Word","word","2026-07-18T05:16:23.136271",{"slug":1173,"name":1173,"fn":1174,"description":1175,"org":1176,"tags":1177,"stars":1094,"repoUrl":1095,"updatedAt":1191},"frontend-design","design production-grade frontend interfaces","Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1178,1179,1182,1185,1188],{"name":973,"slug":974,"type":16},{"name":1180,"slug":1181,"type":16},"Frontend","frontend",{"name":1183,"slug":1184,"type":16},"React","react",{"name":1186,"slug":1187,"type":16},"Tailwind CSS","tailwind-css",{"name":1189,"slug":1190,"type":16},"UI Components","ui-components","2026-04-06T17:56:16.723469",{"slug":1193,"name":1193,"fn":1194,"description":1195,"org":1196,"tags":1197,"stars":1094,"repoUrl":1095,"updatedAt":1201},"internal-comms","write internal company communications","A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1198,1199,1200],{"name":1068,"slug":1069,"type":16},{"name":1166,"slug":1167,"type":16},{"name":1057,"slug":1058,"type":16},"2026-04-06T17:56:20.695522",{"slug":1203,"name":1203,"fn":1204,"description":1205,"org":1206,"tags":1207,"stars":1094,"repoUrl":1095,"updatedAt":1216},"mcp-builder","build MCP servers","Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node\u002FTypeScript (MCP SDK).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1208,1209,1212,1213],{"name":1128,"slug":1129,"type":16},{"name":1210,"slug":1211,"type":16},"API Development","api-development",{"name":1137,"slug":1138,"type":16},{"name":1214,"slug":1215,"type":16},"MCP","mcp","2026-04-06T17:56:10.357665",{"slug":1119,"name":1119,"fn":1218,"description":1219,"org":1220,"tags":1221,"stars":1094,"repoUrl":1095,"updatedAt":1224},"read edit and manipulate PDF files","Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text\u002Ftables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting\u002Fdecrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1222,1223],{"name":1158,"slug":1159,"type":16},{"name":1118,"slug":1119,"type":16},"2026-04-06T17:56:02.483316",{"slug":1226,"name":1226,"fn":1227,"description":1228,"org":1229,"tags":1230,"stars":1094,"repoUrl":1095,"updatedAt":1237},"pptx","create and edit PowerPoint presentations","Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or .potx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates (.potx), layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx or .potx filename, regardless of what they plan to do with the content afterward. If a .pptx or .potx file needs to be opened, created, or touched, use this skill.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1231,1234],{"name":1232,"slug":1233,"type":16},"PowerPoint","powerpoint",{"name":1235,"slug":1236,"type":16},"Presentations","presentations","2026-07-18T05:16:24.1471",{"slug":1239,"name":1239,"fn":1240,"description":1241,"org":1242,"tags":1243,"stars":1094,"repoUrl":1095,"updatedAt":1253},"skill-creator","create and optimize agent skills","Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1244,1245,1246,1249,1252],{"name":1128,"slug":1129,"type":16},{"name":1021,"slug":1022,"type":16},{"name":1247,"slug":1248,"type":16},"Evals","evals",{"name":1250,"slug":1251,"type":16},"Performance","performance",{"name":1148,"slug":1149,"type":16},"2026-04-19T06:45:40.804",490]