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Use when preparing a quarterly forecast call, assessing gap-to-quota from a pipeline CSV, deciding which deals to commit vs. call upside, or checking pipeline coverage against your number.",{"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],{"name":14,"slug":15,"type":16},"Forecasting","forecasting","tag",{"name":18,"slug":19,"type":16},"CRM","crm",{"name":21,"slug":22,"type":16},"Sales","sales",22885,"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins","2026-04-06T17:56:35.067646",null,2736,[],{"repoUrl":24,"stars":23,"forks":27,"topics":30,"description":31},[],"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\u002Fsales\u002Fskills\u002Fforecast","---\nname: forecast\ndescription: Generate a weighted sales forecast with best\u002Flikely\u002Fworst scenarios, commit vs. upside breakdown, and gap analysis. Use when preparing a quarterly forecast call, assessing gap-to-quota from a pipeline CSV, deciding which deals to commit vs. call upside, or checking pipeline coverage against your number.\nargument-hint: \"\u003Cperiod>\"\n---\n\n# \u002Fforecast\n\n> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](..\u002F..\u002FCONNECTORS.md).\n\nGenerate a weighted sales forecast with risk analysis and commit recommendations.\n\n## Usage\n\n```\n\u002Fforecast [period]\n```\n\nGenerate a forecast for: $ARGUMENTS\n\nIf a file is referenced: @$1\n\n---\n\n## How It Works\n\n```\n┌─────────────────────────────────────────────────────────────────┐\n│                        FORECAST                                  │\n├─────────────────────────────────────────────────────────────────┤\n│  STANDALONE (always works)                                       │\n│  ✓ Upload CSV export from your CRM                              │\n│  ✓ Or paste\u002Fdescribe your pipeline deals                        │\n│  ✓ Set your quota and timeline                                  │\n│  ✓ Get weighted forecast with stage probabilities               │\n│  ✓ Risk-adjusted projections (best\u002Flikely\u002Fworst case)           │\n│  ✓ Commit vs. upside breakdown                                  │\n│  ✓ Gap analysis and recommendations                             │\n├─────────────────────────────────────────────────────────────────┤\n│  SUPERCHARGED (when you connect your tools)                      │\n│  + CRM: Pull pipeline automatically, real-time data             │\n│  + Historical win rates by stage, segment, deal size            │\n│  + Activity signals for risk scoring                            │\n│  + Automatic refresh and tracking over time                     │\n└─────────────────────────────────────────────────────────────────┘\n```\n\n---\n\n## What I Need From You\n\n### Step 1: Your Pipeline Data\n\n**Option A: Upload a CSV**\nExport your pipeline from your CRM (e.g. Salesforce, HubSpot). I need at minimum:\n- Deal\u002FOpportunity name\n- Amount\n- Stage\n- Close date\n\nHelpful if you have:\n- Owner (if team forecast)\n- Last activity date\n- Created date\n- Account name\n\n**Option B: Paste your deals**\n```\nAcme Corp - $50K - Negotiation - closes Jan 31\nTechStart - $25K - Demo scheduled - closes Feb 15\nBigCo - $100K - Discovery - closes Mar 30\n```\n\n**Option C: Describe your territory**\n\"I have 8 deals in pipeline totaling $400K. Two are in negotiation ($120K), three in evaluation ($180K), three in discovery ($100K).\"\n\n### Step 2: Your Targets\n\n- **Quota**: What's your number? (e.g., \"$500K this quarter\")\n- **Timeline**: When does the period end? (e.g., \"Q1 ends March 31\")\n- **Already closed**: How much have you already booked this period?\n\n---\n\n## Output\n\n```markdown\n# Sales Forecast: [Period]\n\n**Generated:** [Date]\n**Data Source:** [CSV upload \u002F Manual input \u002F CRM]\n\n---\n\n## Summary\n\n| Metric | Value |\n|--------|-------|\n| **Quota** | $[X] |\n| **Closed to Date** | $[X] ([X]% of quota) |\n| **Open Pipeline** | $[X] |\n| **Weighted Forecast** | $[X] |\n| **Gap to Quota** | $[X] |\n| **Coverage Ratio** | [X]x |\n\n---\n\n## Forecast Scenarios\n\n| Scenario | Amount | % of Quota | Assumptions |\n|----------|--------|------------|-------------|\n| **Best Case** | $[X] | [X]% | All deals close as expected |\n| **Likely Case** | $[X] | [X]% | Stage-weighted probabilities |\n| **Worst Case** | $[X] | [X]% | Only commit deals close |\n\n---\n\n## Pipeline by Stage\n\n| Stage | # Deals | Total Value | Probability | Weighted Value |\n|-------|---------|-------------|-------------|----------------|\n| Negotiation | [X] | $[X] | 80% | $[X] |\n| Proposal | [X] | $[X] | 60% | $[X] |\n| Evaluation | [X] | $[X] | 40% | $[X] |\n| Discovery | [X] | $[X] | 20% | $[X] |\n| **Total** | [X] | $[X] | — | $[X] |\n\n---\n\n## Commit vs. Upside\n\n### Commit (High Confidence)\nDeals you'd stake your forecast on:\n\n| Deal | Amount | Stage | Close Date | Why Commit |\n|------|--------|-------|------------|------------|\n| [Deal] | $[X] | [Stage] | [Date] | [Reason] |\n\n**Total Commit:** $[X]\n\n### Upside (Lower Confidence)\nDeals that could close but have risk:\n\n| Deal | Amount | Stage | Close Date | Risk Factor |\n|------|--------|-------|------------|-------------|\n| [Deal] | $[X] | [Stage] | [Date] | [Risk] |\n\n**Total Upside:** $[X]\n\n---\n\n## Risk Flags\n\n| Deal | Amount | Risk | Recommendation |\n|------|--------|------|----------------|\n| [Deal] | $[X] | Close date passed | Update close date or move to lost |\n| [Deal] | $[X] | No activity in 14+ days | Re-engage or downgrade stage |\n| [Deal] | $[X] | Close date this week, still in discovery | Unlikely to close — push out |\n\n---\n\n## Gap Analysis\n\n**To hit quota, you need:** $[X] more\n\n**Options to close the gap:**\n1. **Accelerate [Deal]** — Currently [stage], worth $[X]. If you can close by [date], you're at [X]% of quota.\n2. **Revive [Stalled Deal]** — Last active [date]. Worth $[X]. Reach out to [contact].\n3. **New pipeline needed** — You need $[X] in new opportunities at [X]x coverage to be safe.\n\n---\n\n## Recommendations\n\n1. [ ] [Specific action for highest-impact deal]\n2. [ ] [Action for at-risk deal]\n3. [ ] [Pipeline generation recommendation if gap exists]\n```\n\n---\n\n## Stage Probabilities (Default)\n\nIf you don't provide custom probabilities, I'll use:\n\n| Stage | Default Probability |\n|-------|---------------------|\n| Closed Won | 100% |\n| Negotiation \u002F Contract | 80% |\n| Proposal \u002F Quote | 60% |\n| Evaluation \u002F Demo | 40% |\n| Discovery \u002F Qualification | 20% |\n| Prospecting \u002F Lead | 10% |\n\nTell me if your stages or probabilities are different.\n\n---\n\n## If CRM Connected\n\n- I'll pull your pipeline automatically\n- Use your actual historical win rates\n- Factor in activity recency for risk scoring\n- Track forecast changes over time\n- Compare to previous forecasts\n\n---\n\n## Tips\n\n1. **Be honest about commit** — Only commit deals you'd bet on. Upside is for everything else.\n2. **Update close dates** — Stale close dates kill forecast accuracy. Push out deals that won't close in time.\n3. **Coverage matters** — 3x pipeline coverage is healthy. 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(e.g., \"Q1 ends March 31\")",{"type":41,"tag":153,"props":258,"children":259},{},[260,265],{"type":41,"tag":141,"props":261,"children":262},{},[263],{"type":46,"value":264},"Already closed",{"type":46,"value":266},": How much have you already booked this period?",{"type":41,"tag":103,"props":268,"children":269},{},[],{"type":41,"tag":73,"props":271,"children":273},{"id":272},"output",[274],{"type":46,"value":275},"Output",{"type":41,"tag":80,"props":277,"children":281},{"className":278,"code":279,"language":280,"meta":89,"style":89},"language-markdown shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","# Sales Forecast: [Period]\n\n**Generated:** [Date]\n**Data Source:** [CSV upload \u002F Manual input \u002F CRM]\n\n---\n\n## Summary\n\n| Metric | Value |\n|--------|-------|\n| **Quota** | $[X] |\n| **Closed to Date** | $[X] ([X]% of quota) |\n| **Open Pipeline** | $[X] |\n| **Weighted Forecast** | $[X] |\n| **Gap to Quota** | $[X] |\n| **Coverage Ratio** | [X]x |\n\n---\n\n## Forecast Scenarios\n\n| Scenario | Amount | % of Quota | Assumptions |\n|----------|--------|------------|-------------|\n| **Best Case** | $[X] | [X]% | All deals close as expected |\n| **Likely Case** | $[X] | [X]% | Stage-weighted probabilities |\n| **Worst Case** | $[X] | [X]% | Only commit deals close |\n\n---\n\n## Pipeline by Stage\n\n| Stage | # Deals | Total Value | Probability | Weighted Value |\n|-------|---------|-------------|-------------|----------------|\n| Negotiation | [X] | $[X] | 80% | $[X] |\n| Proposal | [X] | $[X] | 60% | $[X] |\n| Evaluation | [X] | $[X] | 40% | $[X] |\n| Discovery | [X] | $[X] | 20% | $[X] |\n| **Total** | [X] | $[X] | — | $[X] |\n\n---\n\n## Commit vs. Upside\n\n### Commit (High Confidence)\nDeals you'd stake your forecast on:\n\n| Deal | Amount | Stage | Close Date | Why Commit |\n|------|--------|-------|------------|------------|\n| [Deal] | $[X] | [Stage] | [Date] | [Reason] |\n\n**Total Commit:** $[X]\n\n### Upside (Lower Confidence)\nDeals that could close but have risk:\n\n| Deal | Amount | Stage | Close Date | Risk Factor |\n|------|--------|-------|------------|-------------|\n| [Deal] | $[X] | [Stage] | [Date] | [Risk] |\n\n**Total Upside:** $[X]\n\n---\n\n## Risk Flags\n\n| Deal | Amount | Risk | Recommendation |\n|------|--------|------|----------------|\n| [Deal] | $[X] | Close date passed | Update close date or move to lost |\n| [Deal] | $[X] | No activity in 14+ days | Re-engage or downgrade stage |\n| [Deal] | $[X] | Close date this week, still in discovery | Unlikely to close — push out |\n\n---\n\n## Gap Analysis\n\n**To hit quota, you need:** $[X] more\n\n**Options to close the gap:**\n1. **Accelerate [Deal]** — Currently [stage], worth $[X]. 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safe.\n",{"type":41,"tag":286,"props":2754,"children":2756},{"class":288,"line":2755},83,[2757],{"type":41,"tag":286,"props":2758,"children":2759},{"emptyLinePlaceholder":325},[2760],{"type":46,"value":328},{"type":41,"tag":286,"props":2762,"children":2764},{"class":288,"line":2763},84,[2765],{"type":41,"tag":286,"props":2766,"children":2767},{"style":382},[2768],{"type":46,"value":402},{"type":41,"tag":286,"props":2770,"children":2772},{"class":288,"line":2771},85,[2773],{"type":41,"tag":286,"props":2774,"children":2775},{"emptyLinePlaceholder":325},[2776],{"type":46,"value":328},{"type":41,"tag":286,"props":2778,"children":2780},{"class":288,"line":2779},86,[2781,2785],{"type":41,"tag":286,"props":2782,"children":2783},{"style":293},[2784],{"type":46,"value":419},{"type":41,"tag":286,"props":2786,"children":2787},{"style":299},[2788],{"type":46,"value":2789},"Recommendations\n",{"type":41,"tag":286,"props":2791,"children":2793},{"class":288,"line":2792},87,[2794],{"type":41,"tag":286,"props":2795,"children":2796},{"emptyLinePlaceholder":325},[2797],{"type":46,"value":328},{"type":41,"tag":286,"props":2799,"children":2801},{"class":288,"line":2800},88,[2802,2806],{"type":41,"tag":286,"props":2803,"children":2804},{"style":293},[2805],{"type":46,"value":2514},{"type":41,"tag":286,"props":2807,"children":2808},{"style":382},[2809],{"type":46,"value":2810}," [ ] [Specific action for highest-impact deal]\n",{"type":41,"tag":286,"props":2812,"children":2814},{"class":288,"line":2813},89,[2815,2819],{"type":41,"tag":286,"props":2816,"children":2817},{"style":293},[2818],{"type":46,"value":2621},{"type":41,"tag":286,"props":2820,"children":2821},{"style":382},[2822],{"type":46,"value":2823}," [ ] [Action for at-risk deal]\n",{"type":41,"tag":286,"props":2825,"children":2827},{"class":288,"line":2826},90,[2828,2832],{"type":41,"tag":286,"props":2829,"children":2830},{"style":293},[2831],{"type":46,"value":2700},{"type":41,"tag":286,"props":2833,"children":2834},{"style":382},[2835],{"type":46,"value":2836}," [ ] [Pipeline generation recommendation if gap exists]\n",{"type":41,"tag":103,"props":2838,"children":2839},{},[],{"type":41,"tag":73,"props":2841,"children":2843},{"id":2842},"stage-probabilities-default",[2844],{"type":46,"value":2845},"Stage Probabilities (Default)",{"type":41,"tag":53,"props":2847,"children":2848},{},[2849],{"type":46,"value":2850},"If you don't provide custom probabilities, I'll use:",{"type":41,"tag":2852,"props":2853,"children":2854},"table",{},[2855,2873],{"type":41,"tag":2856,"props":2857,"children":2858},"thead",{},[2859],{"type":41,"tag":2860,"props":2861,"children":2862},"tr",{},[2863,2868],{"type":41,"tag":2864,"props":2865,"children":2866},"th",{},[2867],{"type":46,"value":167},{"type":41,"tag":2864,"props":2869,"children":2870},{},[2871],{"type":46,"value":2872},"Default Probability",{"type":41,"tag":2874,"props":2875,"children":2876},"tbody",{},[2877,2891,2904,2917,2930,2943],{"type":41,"tag":2860,"props":2878,"children":2879},{},[2880,2886],{"type":41,"tag":2881,"props":2882,"children":2883},"td",{},[2884],{"type":46,"value":2885},"Closed Won",{"type":41,"tag":2881,"props":2887,"children":2888},{},[2889],{"type":46,"value":2890},"100%",{"type":41,"tag":2860,"props":2892,"children":2893},{},[2894,2899],{"type":41,"tag":2881,"props":2895,"children":2896},{},[2897],{"type":46,"value":2898},"Negotiation \u002F Contract",{"type":41,"tag":2881,"props":2900,"children":2901},{},[2902],{"type":46,"value":2903},"80%",{"type":41,"tag":2860,"props":2905,"children":2906},{},[2907,2912],{"type":41,"tag":2881,"props":2908,"children":2909},{},[2910],{"type":46,"value":2911},"Proposal \u002F Quote",{"type":41,"tag":2881,"props":2913,"children":2914},{},[2915],{"type":46,"value":2916},"60%",{"type":41,"tag":2860,"props":2918,"children":2919},{},[2920,2925],{"type":41,"tag":2881,"props":2921,"children":2922},{},[2923],{"type":46,"value":2924},"Evaluation \u002F Demo",{"type":41,"tag":2881,"props":2926,"children":2927},{},[2928],{"type":46,"value":2929},"40%",{"type":41,"tag":2860,"props":2931,"children":2932},{},[2933,2938],{"type":41,"tag":2881,"props":2934,"children":2935},{},[2936],{"type":46,"value":2937},"Discovery \u002F Qualification",{"type":41,"tag":2881,"props":2939,"children":2940},{},[2941],{"type":46,"value":2942},"20%",{"type":41,"tag":2860,"props":2944,"children":2945},{},[2946,2951],{"type":41,"tag":2881,"props":2947,"children":2948},{},[2949],{"type":46,"value":2950},"Prospecting \u002F Lead",{"type":41,"tag":2881,"props":2952,"children":2953},{},[2954],{"type":46,"value":2955},"10%",{"type":41,"tag":53,"props":2957,"children":2958},{},[2959],{"type":46,"value":2960},"Tell me if your stages or probabilities are different.",{"type":41,"tag":103,"props":2962,"children":2963},{},[],{"type":41,"tag":73,"props":2965,"children":2967},{"id":2966},"if-crm-connected",[2968],{"type":46,"value":2969},"If CRM Connected",{"type":41,"tag":149,"props":2971,"children":2972},{},[2973,2978,2983,2988,2993],{"type":41,"tag":153,"props":2974,"children":2975},{},[2976],{"type":46,"value":2977},"I'll pull your pipeline automatically",{"type":41,"tag":153,"props":2979,"children":2980},{},[2981],{"type":46,"value":2982},"Use your actual historical win rates",{"type":41,"tag":153,"props":2984,"children":2985},{},[2986],{"type":46,"value":2987},"Factor in activity recency for risk scoring",{"type":41,"tag":153,"props":2989,"children":2990},{},[2991],{"type":46,"value":2992},"Track forecast changes over time",{"type":41,"tag":153,"props":2994,"children":2995},{},[2996],{"type":46,"value":2997},"Compare to previous forecasts",{"type":41,"tag":103,"props":2999,"children":3000},{},[],{"type":41,"tag":73,"props":3002,"children":3004},{"id":3003},"tips",[3005],{"type":46,"value":3006},"Tips",{"type":41,"tag":3008,"props":3009,"children":3010},"ol",{},[3011,3021,3031,3041],{"type":41,"tag":153,"props":3012,"children":3013},{},[3014,3019],{"type":41,"tag":141,"props":3015,"children":3016},{},[3017],{"type":46,"value":3018},"Be honest about commit",{"type":46,"value":3020}," — Only commit deals you'd bet on. Upside is for everything else.",{"type":41,"tag":153,"props":3022,"children":3023},{},[3024,3029],{"type":41,"tag":141,"props":3025,"children":3026},{},[3027],{"type":46,"value":3028},"Update close dates",{"type":46,"value":3030}," — Stale close dates kill forecast accuracy. Push out deals that won't close in time.",{"type":41,"tag":153,"props":3032,"children":3033},{},[3034,3039],{"type":41,"tag":141,"props":3035,"children":3036},{},[3037],{"type":46,"value":3038},"Coverage matters",{"type":46,"value":3040}," — 3x pipeline coverage is healthy. Below 2x is risky.",{"type":41,"tag":153,"props":3042,"children":3043},{},[3044,3049],{"type":41,"tag":141,"props":3045,"children":3046},{},[3047],{"type":46,"value":3048},"Activity = signal",{"type":46,"value":3050}," — Deals with no recent activity are at higher risk than stage suggests.",{"type":41,"tag":3052,"props":3053,"children":3054},"style",{},[3055],{"type":46,"value":3056},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"items":3058,"total":3245},[3059,3080,3094,3106,3125,3138,3159,3179,3193,3208,3216,3229],{"slug":3060,"name":3060,"fn":3061,"description":3062,"org":3063,"tags":3064,"stars":3077,"repoUrl":3078,"updatedAt":3079},"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},[3065,3068,3071,3074],{"name":3066,"slug":3067,"type":16},"Creative","creative",{"name":3069,"slug":3070,"type":16},"Design","design",{"name":3072,"slug":3073,"type":16},"Generative Art","generative-art",{"name":3075,"slug":3076,"type":16},"JavaScript","javascript",161831,"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fskills","2026-04-06T17:56:15.455818",{"slug":3081,"name":3081,"fn":3082,"description":3083,"org":3084,"tags":3085,"stars":3077,"repoUrl":3078,"updatedAt":3093},"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},[3086,3089,3090],{"name":3087,"slug":3088,"type":16},"Branding","branding",{"name":3069,"slug":3070,"type":16},{"name":3091,"slug":3092,"type":16},"Typography","typography","2026-04-06T17:56:05.042852",{"slug":3095,"name":3095,"fn":3096,"description":3097,"org":3098,"tags":3099,"stars":3077,"repoUrl":3078,"updatedAt":3105},"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},[3100,3101,3102],{"name":3066,"slug":3067,"type":16},{"name":3069,"slug":3070,"type":16},{"name":3103,"slug":3104,"type":16},"PDF","pdf","2026-04-06T17:56:03.794732",{"slug":3107,"name":3107,"fn":3108,"description":3109,"org":3110,"tags":3111,"stars":3077,"repoUrl":3078,"updatedAt":3124},"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},[3112,3115,3116,3119,3121],{"name":3113,"slug":3114,"type":16},"Agents","agents",{"name":9,"slug":8,"type":16},{"name":3117,"slug":3118,"type":16},"Anthropic SDK","anthropic-sdk",{"name":3120,"slug":3107,"type":16},"Claude API",{"name":3122,"slug":3123,"type":16},"LLM","llm","2026-07-28T05:36:08.213335",{"slug":3126,"name":3126,"fn":3127,"description":3128,"org":3129,"tags":3130,"stars":3077,"repoUrl":3078,"updatedAt":3137},"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},[3131,3134],{"name":3132,"slug":3133,"type":16},"Documentation","documentation",{"name":3135,"slug":3136,"type":16},"Technical Writing","technical-writing","2026-04-06T17:56:14.18897",{"slug":3139,"name":3139,"fn":3140,"description":3141,"org":3142,"tags":3143,"stars":3077,"repoUrl":3078,"updatedAt":3158},"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},[3144,3147,3149,3152,3155],{"name":3145,"slug":3146,"type":16},"Documents","documents",{"name":3148,"slug":3139,"type":16},"DOCX",{"name":3150,"slug":3151,"type":16},"Office","office",{"name":3153,"slug":3154,"type":16},"Templates","templates",{"name":3156,"slug":3157,"type":16},"Word","word","2026-07-18T05:16:23.136271",{"slug":3160,"name":3160,"fn":3161,"description":3162,"org":3163,"tags":3164,"stars":3077,"repoUrl":3078,"updatedAt":3178},"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},[3165,3166,3169,3172,3175],{"name":3069,"slug":3070,"type":16},{"name":3167,"slug":3168,"type":16},"Frontend","frontend",{"name":3170,"slug":3171,"type":16},"React","react",{"name":3173,"slug":3174,"type":16},"Tailwind CSS","tailwind-css",{"name":3176,"slug":3177,"type":16},"UI Components","ui-components","2026-04-06T17:56:16.723469",{"slug":3180,"name":3180,"fn":3181,"description":3182,"org":3183,"tags":3184,"stars":3077,"repoUrl":3078,"updatedAt":3192},"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},[3185,3188,3189],{"name":3186,"slug":3187,"type":16},"Communications","communications",{"name":3153,"slug":3154,"type":16},{"name":3190,"slug":3191,"type":16},"Writing","writing","2026-04-06T17:56:20.695522",{"slug":3194,"name":3194,"fn":3195,"description":3196,"org":3197,"tags":3198,"stars":3077,"repoUrl":3078,"updatedAt":3207},"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},[3199,3200,3203,3204],{"name":3113,"slug":3114,"type":16},{"name":3201,"slug":3202,"type":16},"API Development","api-development",{"name":3122,"slug":3123,"type":16},{"name":3205,"slug":3206,"type":16},"MCP","mcp","2026-04-06T17:56:10.357665",{"slug":3104,"name":3104,"fn":3209,"description":3210,"org":3211,"tags":3212,"stars":3077,"repoUrl":3078,"updatedAt":3215},"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},[3213,3214],{"name":3145,"slug":3146,"type":16},{"name":3103,"slug":3104,"type":16},"2026-04-06T17:56:02.483316",{"slug":3217,"name":3217,"fn":3218,"description":3219,"org":3220,"tags":3221,"stars":3077,"repoUrl":3078,"updatedAt":3228},"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},[3222,3225],{"name":3223,"slug":3224,"type":16},"PowerPoint","powerpoint",{"name":3226,"slug":3227,"type":16},"Presentations","presentations","2026-07-18T05:16:24.1471",{"slug":3230,"name":3230,"fn":3231,"description":3232,"org":3233,"tags":3234,"stars":3077,"repoUrl":3078,"updatedAt":3244},"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},[3235,3236,3237,3240,3243],{"name":3113,"slug":3114,"type":16},{"name":3132,"slug":3133,"type":16},{"name":3238,"slug":3239,"type":16},"Evals","evals",{"name":3241,"slug":3242,"type":16},"Performance","performance",{"name":3135,"slug":3136,"type":16},"2026-04-19T06:45:40.804",490,{"items":3247,"total":3350},[3248,3262,3274,3290,3306,3325,3337],{"slug":3249,"name":3249,"fn":3250,"description":3251,"org":3252,"tags":3253,"stars":23,"repoUrl":24,"updatedAt":3261},"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},[3254,3257,3258],{"name":3255,"slug":3256,"type":16},"Accessibility","accessibility",{"name":3069,"slug":3070,"type":16},{"name":3259,"slug":3260,"type":16},"WCAG","wcag","2026-04-06T17:58:05.682394",{"slug":3263,"name":3263,"fn":3264,"description":3265,"org":3266,"tags":3267,"stars":23,"repoUrl":24,"updatedAt":3273},"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},[3268,3269,3272],{"name":18,"slug":19,"type":16},{"name":3270,"slug":3271,"type":16},"Research","research",{"name":21,"slug":22,"type":16},"2026-04-06T17:56:41.410418",{"slug":3275,"name":3275,"fn":3276,"description":3277,"org":3278,"tags":3279,"stars":23,"repoUrl":24,"updatedAt":3289},"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},[3280,3283,3286],{"name":3281,"slug":3282,"type":16},"Analytics","analytics",{"name":3284,"slug":3285,"type":16},"Data Analysis","data-analysis",{"name":3287,"slug":3288,"type":16},"SQL","sql","2026-04-06T17:57:21.593647",{"slug":3291,"name":3291,"fn":3292,"description":3293,"org":3294,"tags":3295,"stars":23,"repoUrl":24,"updatedAt":3305},"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},[3296,3299,3301,3302],{"name":3297,"slug":3298,"type":16},"ADR","adr",{"name":3300,"slug":3291,"type":16},"Architecture",{"name":3132,"slug":3133,"type":16},{"name":3303,"slug":3304,"type":16},"Engineering","engineering","2026-04-06T17:57:49.26444",{"slug":3307,"name":3307,"fn":3308,"description":3309,"org":3310,"tags":3311,"stars":23,"repoUrl":24,"updatedAt":3324},"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},[3312,3315,3318,3321],{"name":3313,"slug":3314,"type":16},"Audit","audit",{"name":3316,"slug":3317,"type":16},"Finance","finance",{"name":3319,"slug":3320,"type":16},"Regulatory Compliance","regulatory-compliance",{"name":3322,"slug":3323,"type":16},"SOX","sox","2026-04-06T17:57:36.714815",{"slug":3326,"name":3326,"fn":3327,"description":3328,"org":3329,"tags":3330,"stars":23,"repoUrl":24,"updatedAt":3336},"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},[3331,3332,3335],{"name":3087,"slug":3088,"type":16},{"name":3333,"slug":3334,"type":16},"Marketing","marketing",{"name":3190,"slug":3191,"type":16},"2026-04-06T17:58:19.548331",{"slug":3338,"name":3338,"fn":3339,"description":3340,"org":3341,"tags":3342,"stars":23,"repoUrl":24,"updatedAt":3349},"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},[3343,3344,3345,3348],{"name":3087,"slug":3088,"type":16},{"name":3186,"slug":3187,"type":16},{"name":3346,"slug":3347,"type":16},"Content Creation","content-creation",{"name":3190,"slug":3191,"type":16},"2026-04-06T18:00:23.528956",200]