The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.
Every Agent Skill we could find on GitHub, deduplicated by content. 79 566 files from 1 758 authors, of which 61 913 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.
Use this skill when context compression is imminent, when resuming a session, or when preserving critical decisions across long tasks. Provides a durable notepad that survives compaction and lets any agent pick up exactly where the previous context left off.
Observe Before Editing
OPC Architecture Understanding
Parallel Agent Type Contracts
Analyze brownfield codebase and create initial continuity ledger
Parallel Agent Orchestration
AI-powered paywall optimizasyon. Sektore gore otomatik analiz, A/B test senaryolari, churn prediction sinyalleri, push notification stratejileri, agresif satis teknikleri ve RevenueCat Experiments entegrasyonu. paywall-strategy, revenuecat-patterns ve subscription-pricing skill'lerinin ustune insa eder.
Mobil uygulama paywall strateji rehberi. 14 kategori benchmark database, 4 paywall modeli, trial optimizasyonu, placement mapping, pricing psychology, regional pricing (PPP) ve Apple/Google compliance checklist.
Ethical security testing methodology - 5-phase pipeline, OWASP checklist, proof levels, structured findings
Load testing with k6/Artillery, response time thresholds, memory leak detection, N+1 query detection, and CI integration.
Phase-gated commit workflow for clean git history -- implement, review, test, commit per phase
AI-powered web search, research, and reasoning via Perplexity
Persistent planning system with 3 markdown files (PLAN.md, PROGRESS.md, CONTEXT.md). Use when starting large features, multi-session work, or complex refactoring. Auto-tracks commits in PROGRESS.md.
Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic
Planning agent that creates implementation plans and handoffs from conversation context
Structured plan file generation for large tasks -- phased planning, completion tracking, and decision documentation
PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.
Identify failure modes before they occur using structured risk analysis
Product Requirements Document writing - PRD templates, MoSCoW prioritization, user personas, competitive analysis, feature specs, acceptance criteria, risk assessment
Product analytics - event taxonomy, funnel analysis, A/B testing, retention metrikleri.
Security scan, dead code detection, and code quality audit for any project
Projeye girdiginde tech stack'i tespit et, uygun skill ve agent'lari aktive et. Kullanim: /project-detect
PromQL queries, alerting rules, recording rules, Grafana dashboard JSON, SLO
Prompt templates, few-shot examples, chain-of-thought, structured output, evals
Property-based testing (PBT) patterns with fast-check (JS/TS), Hypothesis (Python), and gopter (Go). Generate random inputs, define invariants, shrink failures to minimal cases. Adapted from Trail of Bits. Use when testing pure functions, parsers, serializers, state machines, or any code where example-based tests miss edge cases.
Formal theorem proving with research, testing, and verification phases
Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.
Python testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requirements.
Pyxel retro game engine patterns - pixel art, game loops, sprite/tilemap, MML audio, resource management, and web deployment
Code quality checks, formatting, and metrics via qlty CLI
Long-form text content for global personal brand — DIFFERENT from skill 05 (ad copy for sales). 3 structures: PAS-Insight (founder), Story-Lesson-CTA (coach), Hook-List-Reveal (creator). 6 hook formulas. Platforms: LinkedIn, Twitter/X, Substack, Medium. 1:5 repurpose. QA Score 100. Trigger: 'LinkedIn post', 'thought leadership', 'long-form content', 'newsletter post', 'Twitter thread', 'Substack'.
Personal brand monetization for global markets — 3 funnel versions (founder/coach/creator), offer ladder template (Free → Low → Mid → High), pricing psychology, outreach (inbound vs outbound), brand deal negotiation for creators. Has 4 region variants for TAX/LEGAL (LLC US, country-specific EU, Pte Ltd SEA, MEI LATAM). Trigger: 'personal brand monetize', 'offer ladder', 'course launch', 'coaching offer', 'creator economy', 'brand deals', 'sponsorship'.
Community building for global personal brand — Skool, Mighty Networks, Discord, Circle, Slack. 3-layer blueprint (Public/Member/Inner). 7-day onboarding. Engagement rituals. Moderation playbook. Activation metrics. Trigger: 'community building', 'Skool community', 'Mighty Networks', 'Discord community', 'paid community', 'mastermind community'.
Audio AI for global personal brand — voice clone (ElevenLabs, Murf, PlayHT), podcast, audiobook, voiceover. 3 use cases: short voiceover (TikTok/Reels), podcast 30-60min, audiobook. 1:10 repurpose (1 podcast → 10 short clips). English (US/UK/AU/SG accents available). Trigger: 'voice clone global', 'ElevenLabs', 'podcast AI', 'audiobook AI', 'voiceover AI'.
Full dropshipping pipeline for US/EU/global markets — product research (winning criteria, Minea, PiPiAds), supplier sourcing (AliExpress, CJ Dropshipping, Spocket, Zendrop), Shopify store setup (themes, apps), ad creative pipeline (10 ads/week methodology, UGC pattern), audience targeting (interest stacking, lookalike, broad), pricing math (3-5x markup, BE-ROAS), customer service (long shipping, refunds), scaling playbook (CBO, vertical), compliance (FTC, EU CHRD). Trigger: 'dropshipping', 'shopify store', 'AliExpress', 'winning product', 'Facebook ads dropship', 'TikTok ads dropship', 'Shopify conversion'.
AI Avatar production pipeline for global markets — 3-tier tools (Free/Pro/Enterprise), 4 workflows (single avatar, translate, batch, hybrid), reference image intake for avatar prompts, face/style/logo/palette replacement workflows, voice clone, anti-detection, QA Score 100. Has 4 region variants for DISCLOSURE LAW (US FTC, EU AI Act, SEA per country, LATAM mixed). Tools: HeyGen, Synthesia, ElevenLabs, Captions, Rask AI. Trigger: 'AI avatar', 'HeyGen', 'Synthesia', 'avatar AI video', 'talking head AI', 'AI video translate', 'batch AI video', 'avatar reference image', 'AI avatar prompt', 'replace avatar face'.
Foundation skill for global personal brand cluster. Creates `.agents/personal-brand-context-global.md` with region-specific personal brand context plus visual identity and visual asset inventory (style refs, face refs, logo, palette, background). 4 region variants (US/EU/SEA/LATAM); each covers founder/coach/creator inside. Reads BEFORE other PB skills (23-28 global). Trigger: 'global personal brand', 'international personal brand', 'US founder brand', 'EU coach brand', 'creator economy global', 'personal brand reference image', 'personal visual identity'.
12-month personal brand strategy for international markets — niche selection (Ikigai + 3x3), positioning statement, story arc 3 chapters, content pillars 4×7=28 topics, authority ladder 5 stages, growth plan Q1-Q4. Universal framework, examples diverse (US/EU/SEA/LATAM). Trigger: 'personal brand strategy', 'global founder strategy', 'creator strategy', 'coach positioning', 'niche selection global'.
Pipeline AI Avatar production deep dive — 3 tier tools (Free/Pro/Enterprise), 4 workflow (single avatar / translate da ngon ngu / batch production / hybrid real+AI), reference image intake de tao prompt avatar, face/style/logo/palette replacement workflow, voice clone protocol, anti-detection cho FB/IG/TikTok VN, ethics & disclosure VN (Nghi dinh 147/2024), QA Score 100 diem. Tools: HeyGen, Synthesia, ElevenLabs, Captions, Rask AI, Vbee. Trigger: 'tao avatar AI', 'video AI HeyGen', 'voice clone ElevenLabs', 'lipsync Captions', 'AI video translate', 'talking head AI', 'batch video AI', 'pipeline AI avatar', 'anh reference avatar', 'prompt avatar AI', 'thay mat avatar'.
Khi nguoi dung muon tao hoac cap nhat tai lieu goc ve personal brand — dinh vi ca nhan, niche, story arc, content pillars, audience ca nhan, brand voice, visual identity, visual asset inventory (anh style ref, face ref, logo, palette), monetization muc tieu. Cung dung khi nguoi dung nhac 'personal brand', 'thuong hieu ca nhan', 'ho so ca nhan', 'founder context', 'coach context', 'creator context', 'ICP cho ca nhan', 'anh reference ca nhan', 'visual identity ca nhan'. Foundation skill — chay TRUOC moi skill personal brand khac (23-28). Tao file `.agents/personal-brand-context.md` voi 13+ sections.
Audio AI cho personal brand — voice clone (ElevenLabs/HeyGen Voice/Vbee), podcast workflow, audiobook, voiceover video. 3 use case: voiceover ngan TikTok/Reels (energetic), podcast 30-60 phut (conversational), audiobook (mid-tempo). Repurpose 1:10 (1 podcast → 10 short clip). Trigger: 'voice clone', 'ElevenLabs giong noi', 'podcast AI', 'audio AI', 'Descript voice', 'Riverside podcast', 'voiceover AI'.
Tao file chien luoc personal brand 12 thang — niche selection, positioning statement, story arc 3 chuong, content pillars 4 cot, authority ladder 5 nac, 12-month growth plan. Doc skill 22 truoc. Dung khi user noi 'chien luoc personal brand', 'dinh vi ca nhan', 'niche selection', 'content pillar ca nhan', 'story arc', 'founder positioning', 'coach positioning', 'creator positioning'.
Comprehensive 7-section marketing plan for global businesses — strategy, target audience, positioning, channels, content, KPIs, budget. Reads `.agents/product-marketing-context-global.md` first. Universal framework adapts to US/EU/SEA/LATAM via foundation skill region. Trigger: 'marketing plan', 'global marketing strategy', 'go-to-market plan', 'marketing roadmap', 'international marketing plan'.
Long-form text content cho personal brand — KHAC voi skill 05 ad copy ban hang. 3 cau truc chuan VN: PAS-Insight (founder), Story-Lesson-CTA (coach), Hook-List-Reveal (creator). 6 hook formulas long-form (controversial question, contrarian opinion, mini-confession, framework drop, data drop, character-driven story). Sentence rhythm engineering. Format theo platform: LinkedIn (1300-3000 ky tu), FB (500-1500 tu), Newsletter (800-2000 tu). Repurpose matrix 1:5. QA Score 100 diem. Trigger: 'viet bai LinkedIn ca nhan', 'thought leadership', 'long form post', 'newsletter', 'FB thread ca nhan', 'viet bai chuyen sau'.
Xay community quanh personal brand — Zalo Group, Telegram, FB Group, Skool, Mighty Networks, Discord. Community blueprint 3 lop (Public/Member/Inner). Onboarding flow 7 ngay. Engagement rituals weekly. Moderation playbook. Activation metrics. Anti-pattern VN. Trigger: 'cong dong personal brand', 'Zalo group', 'Skool community', 'Mighty Networks', 'fan club online', 'membership site', 'community building VN'.
Xay funnel kiem tien tu personal brand — 3 phien ban funnel khac nhau cho founder/coach/creator. Offer ladder template (Free → Low → Mid → High). Pricing psychology ca nhan. Outreach inbound vs outbound. Brand deal negotiation cho creator. Tax & legal VN 2026 (thue ca nhan, ho kinh doanh vs cong ty). Trigger: 'kiem tien personal brand', 'offer ladder ca nhan', 'course launch', '1-on-1 coaching', 'affiliate ca nhan', 'sponsorship deal', 'founder lead gen'.
Short-form video scripts for TikTok, Reels, YouTube Shorts — 2 A/B variants, 6 hook formulas, timestamp breakdown, shoot guide, caption + hashtag, viral score. Reads `.agents/product-marketing-context-global.md`. Universal framework, English-language hooks. Trigger: 'video script', 'TikTok script', 'Reels script', 'Shorts script', 'short-form video'.
6 ad copy variations (2 TOFU + 2 MOFU + 2 BOFU) for global markets. Frameworks: AIDA, PAS, BAB. Platforms: Meta, Google, TikTok. INCLUDES Dropshipping Mode (4 templates) for Shopify dropshippers. Trigger: 'ad copy', 'Facebook ads', 'TikTok ads', 'Google Ads copy', 'dropshipping ads', 'Shopify ads'.
Detailed brief for UGC (customers), EGC (employees), KOC (paid creators) for global markets — shooting guide, do/don't, usage rights, batch management. Trigger: 'creator brief', 'UGC brief', 'EGC brief', 'employee video guide', 'KOC brief'.
Diagnose marketing performance for global businesses — root cause analysis, 5-Whys, 48-hour action plan. Has 4 region variants for benchmarks (US/EU/SEA/LATAM). Reads `.agents/product-marketing-context-global.md`. INCLUDES Dropshipping KPI section (ROAS, BE-ROAS, profit margin, CAC). Trigger: 'performance review', 'ad performance', 'marketing diagnosis', 'KPI analysis', 'dropshipping ROAS'.
9-section campaign brief for global campaigns — context, objectives, target, message, creative, channels, timeline, deliverables, risks. Reads `.agents/product-marketing-context-global.md`. Universal framework, region-specific benchmarks via foundation skill. Trigger: 'campaign brief', 'creative brief', 'launch brief', 'product launch brief', 'global campaign'.
Monthly content calendar for global businesses — multi-channel posting schedule with funnel ratio, content pillars, repurposing matrix, and quality scoring. Reads `.agents/product-marketing-context-global.md`. Universal framework, region-specific posting times via foundation skill. Trigger: 'content calendar', 'posting schedule', 'monthly content plan', 'social media calendar', 'editorial calendar'.
3-tier competitor analysis (direct, indirect, secondary) for global markets — positioning, SWOT, content benchmark, market gap. Tools: SimilarWeb, Ahrefs, Semrush, Minea (dropshipping). Trigger: 'competitor research', 'competitive analysis', 'what competitors are doing', 'competitor analysis', 'market research'.
Marketing reports under 'read 5 minutes, know what to do next' principle — insights first, numbers as proof, recommendations with deadlines and owners. For global markets. Trigger: 'marketing report', 'monthly summary', 'weekly summary', 'monthly results', 'monthly report', 'performance report'.
Create high-converting landing page briefs — 7-section structure, 1 page = 1 goal = 1 CTA, mobile-first, conversion-optimized. Includes Single-Product LP for Dropshipping mode.
Reverse KPI calculation for global marketing budgets — work backward from revenue goal to required spend. Universal math, currency-specific per region (US/EU/SEA/LATAM). 3-scenario sensitivity analysis (pessimistic/realistic/optimistic). Trigger: 'reverse KPI', 'budget calculation', 'KPI breakdown', 'marketing budget plan', 'campaign budget'.
Build deep customer profiles — Consumer vs Shopper, JTBD framework, customer journey mapping, insight validation, internal monologue research
Turn raw marketing data into actionable insight — analysis by channel, campaign, creative, audience, time. Descriptive → Diagnostic → Predictive → Prescriptive.
Monitor brand, competitors, and industry trends across social media — early crisis detection and content opportunity discovery
Email marketing automation for global markets — welcome series, nurture sequences, re-engagement, transactional. Has 4 region variants for LEGAL compliance: US (CAN-SPAM opt-out), EU (GDPR opt-in mandatory), SEA (PDPA per country), LATAM (LGPD Brazil). Tools: Klaviyo, Mailchimp, ActiveCampaign. Trigger: 'email marketing', 'email automation', 'newsletter', 'drip campaign', 'GDPR email', 'CAN-SPAM'.
Answers built from the skills we actually parsed.