Afluencer platform help — micro-influencer marketing marketplace connecting brands with creators via Collab listings. Covers influencer directory (200+ interest categories), Collab posting, creator invitations, direct messaging, Shopify/BigCommerce product sync, gifting workflows, and Afluencer Podcast. Use when Collab posts aren't attracting creators, can't find the right influencers in the directory, creators aren't responding to invitations, Shopify gifting isn't syncing products, unsure how to screen creator applications, or wondering if Afluencer is the right platform. Do NOT use for influencer marketing strategy across platforms (use /sales-influencer-marketing), affiliate program design (use /sales-affiliate-program), or ad campaign strategy (use /sales-retargeting).

BrandJet AI platform help — multi-channel outreach sequences, unified inbox, brand monitoring, AI visibility tracking, lead discovery, social listening, email warmup, Artemis AI agent, and integrations. Use when outreach sequences aren't getting replies, brand mentions going unnoticed, multi-channel sequences feel disjointed, unified inbox is overwhelming, or AI visibility scores are dropping. Do NOT use for designing cadence strategy (use /sales-cadence), cross-platform deliverability (use /sales-deliverability), social listening strategy (use /sales-social-listening), or enriching contacts (use /sales-enrich).

Collabstr platform help — influencer and UGC creator marketplace with vetted creators across Instagram, TikTok, and YouTube. Covers creator search and filters, campaign posting, order placement and escrow payments, content submissions and revisions, analytics dashboard, team management, and Bring Your Own Creators. Use when not finding the right creators on Collabstr, campaign getting few applicants, creators delivering off-brief content, content submissions stuck in review, campaign metrics hard to track, unsure which Collabstr plan fits, or creator engagement is low. Do NOT use for influencer marketing strategy across platforms (use /sales-influencer-marketing), affiliate program design (use /sales-affiliate-program), or ad campaign strategy (use /sales-retargeting).

Commentions platform help — automated brand mention commenting across LinkedIn, X, YouTube, Quora with AI comment generation, post discovery, and engagement analytics. Use when Commentions comments sound too promotional or spammy, you want to optimize keyword targeting for higher-quality post matches, engagement metrics are low and comments aren't driving clicks, you need to set up brand voice and tone for natural-sounding comments, you're worried about account safety with automated commenting, or you want to compare Commentions vs PowerIn vs ReplyGuy vs ParseStream for auto-commenting. Do NOT use for social listening strategy across tools (use /sales-social-listening) or Reddit-only engagement (use /sales-replyguy or /sales-replyagent).

Runs competitive displacement campaigns — find competitor customers, identify those ready to switch, and build targeted outreach with displacement-specific messaging. Use when you know prospects are using a competitor and want to win them over, need to find companies likely to switch, losing deals to a specific competitor, or displacement outreach isn't landing. Do NOT use for general prospect list building (use /sales-prospect-list), competitive positioning/messaging frameworks (use /sales-positioning), or general outreach writing (use /sales-outreach).

CtrlAlt.cc platform help — curated startup tool directory with daily featured products, community upvoting, and 26 categories (AI, Marketing, Developer tools, Productivity, No-code, etc.). Covers free submission (editorial review queue, up to 2 months wait), paid launch ($39 for week-long homepage feature with dofollow links, skip queue), streak rewards, Product of the Week newsletter, and DA30 dofollow backlinks. Use when unsure how to get listed on CtrlAlt.cc, listing not getting upvotes or visibility, can't decide between paid and free submission, or want the DA30 backlink but not sure it's worth it. Do NOT use for general launch strategy across multiple directories (use /sales-launch-directory), email marketing (use /sales-email-marketing), or audience growth (use /sales-audience-growth).

Fazier platform help — product discovery and launch platform for indie makers with daily launches and community voting. Covers free submission (DR81 dofollow backlink, 15-day review, badge required), Lite ($19 instant publish), Premium ($39 guaranteed DR81+ backlink + 15-day promo), Super ($99 top placement), daily launch feed, upvoting, leaderboards, and Substack newsletter (5,000+ subscribers). Use when you want your product listed on Fazier, wondering if the DR81 backlink justifies the cost, not sure whether free or paid tier is worth it, or deciding between Fazier and other indie maker directories. Do NOT use for multi-directory launch strategy (use /sales-launch-directory). Do NOT use for Product Hunt launches (use /product-hunt-launch).

LaunchingNext platform help — curated startup directory and discovery platform with 45,000+ listed startups. Covers free submission (editorial review queue), Express Approval ($149 for 1-business-day review + newsletter feature + social blast), promoted ads (Seed Boost / Growth Engine / Market Leader tiers from $500-$4,500/mo with guaranteed impressions), DR51 do-follow backlinks, weekly newsletter (18,000+ subscribers), and Twitter/X distribution (25K+ followers). Use when your LaunchingNext submission is stuck in review, unsure if Express Approval is worth $149, promoted ads not delivering expected traffic, or want to get the most backlink value from your listing. Do NOT use for general launch strategy across multiple directories (use /sales-launch-directory), email marketing (use /sales-email-marketing), or audience growth (use /sales-audience-growth).

Leedlime platform help — AI-powered Reddit lead generation with intent scoring, lead management dashboard, AI reply suggestions, credit-based pricing (pay per lead, not subscription), Slack/Discord alerts, Chrome extension. Use when Leedlime credits are running out too fast and you need to optimize keyword targeting, AI-generated replies sound generic or aren't matching your brand voice, you want to track lead status from discovery through conversion, Slack/Discord alerts are too noisy or missing high-intent conversations, you can't figure out how to export leads to your CRM since there's no direct integration, competitor alerts aren't surfacing the right mentions, or you're comparing Leedlime vs Leadlee vs Bazzly vs Subreddit Signals for Reddit lead gen on a budget. Do NOT use for social listening strategy across tools (use /sales-social-listening) or Reddit marketing with managed accounts (use /sales-replyagent or /sales-leadmore).

Open Influence platform help — AI-powered influencer marketing agency + SaaS platform (hybrid), visual image recognition search (20M+ indexed keywords), look-alike modeling, Mood Board creator grouping, psychographic audience analysis, campaign management, paid media amplification, Studio OI premium content production, omnichannel activations (social, OOH, experiential). Use when Open Influence image search isn't finding on-brand creators, campaign results aren't meeting KPIs, unsure whether to use managed services or self-serve, paid amplification isn't performing, need to evaluate Open Influence pricing, or comparing Open Influence with other influencer platforms. Do NOT use for influencer marketing strategy across platforms (use /sales-influencer-marketing), TikTok marketing strategy (use /sales-tiktok-marketing), or gaming influencer marketing (use /sales-gaming-marketing).

Open Rates platform help — real-time database of 10,000+ companies actively advertising in newsletters, with decision-maker contacts and niche filtering for sponsor prospecting. Use when you need to find brands that are actively buying newsletter ad placements, want contact info for sponsor decision-makers in your niche, trying to build a list of potential sponsors to pitch, comparing Open Rates to alternatives like SponsorGap or Who Sponsors Stuff, or need a larger sponsor database than SponsorLeads offers. Do NOT use for general newsletter monetization strategy (use /sales-newsletter) or newsletter sponsorship marketplace transactions (use /sales-paved).

Paved platform help — newsletter sponsorship marketplace, programmatic Ad Network, Booker direct-deal management, Radar lead enrichment, ESP monetization integrations. Use when can't find newsletter sponsors, newsletter ad revenue is too low, sponsors aren't renewing, unsure how to price newsletter ad placements, need to set up programmatic newsletter ads, or want to connect your ESP to a sponsorship marketplace. Do NOT use for general newsletter monetization strategy (use /sales-newsletter) or email marketing campaigns (use /sales-email-marketing).

Peerlist platform help — professional network for tech builders with weekly Launchpad, portfolio profiles, Scroll feed, and job board. Covers Launchpad submissions (free, weekly Monday launches, all projects featured, streak-based vote multipliers), profile optimization (GitHub/Dribbble/Medium integration, verified credentials, custom domain), Scroll content strategy, and advertising options. DR76 nofollow backlinks, 180K monthly visits, 203K+ users. Use when you want developer visibility from Peerlist Launchpad, your Peerlist profile isn't attracting views, need to decide between Peerlist and other directories for exposure, or considering Peerlist ads to reach tech builders. Do NOT use for multi-directory launch strategy (use /sales-launch-directory). Do NOT use for Product Hunt launches (use /product-hunt-launch).

Sponsor This Newsletter platform help — curated Airtable database of 530+ newsletters ready for sponsorships, with subscriber stats, ad pricing, and cross-promotion openness indicators for startup founders. Use when you want to find newsletters to sponsor your product, need a curated list of newsletters that accept ads sorted by niche and subscriber count, unsure whether Sponsor This Newsletter is worth buying vs using Reletter or Paved for newsletter discovery, trying to figure out which newsletters are open to cross-promotion or affiliate deals, or want to compare newsletter ad prices before reaching out. Do NOT use for general newsletter monetization strategy (use /sales-newsletter) or finding sponsors for your newsletter (use /sales-sponsorgap or /sales-sponsorleads).

GetMoreBacklinks platform help — managed directory submission service for startups. Use when deciding whether to pay for directory submissions vs doing it yourself, comparing GetMoreBacklinks plans (Starter $87 vs Business $187), setting expectations for DR improvement timeline, evaluating if a managed submission service is worth it for your budget, or troubleshooting why directory submissions didn't improve rankings. Do NOT use for DIY directory submission strategy (use /sales-launch-directory). Do NOT use for backlink analysis or SEO audits (use /sales-semrush).

LTK platform help — creator commerce and influencer marketing for brands. Brand Platform (free: Brand Profiles, Creator Discovery, Gifting & Codes, Creator CRM, Content Library, Dashboard, Leaderboards), LTK Connect (self-serve campaigns: Launch $99/mo, Pro $999/mo, Enterprise), LTK Optimize (managed service), LTK Ads, LTK Boost, LTK CTV (Connected TV), LTK 360 (analytics), LTK AI (creator matching), LTK RMN (retail media network), LTK Soirée (events). Use when LTK campaigns not reaching the right creators, gifting program getting low response rates, LTK Connect not driving enough sales, LTK Ads underperforming, or analytics not showing expected attribution. Do NOT use for cross-platform influencer strategy (use /sales-influencer-marketing), affiliate program design (use /sales-affiliate-program), or connecting tools (use /sales-integration).

PitchWall platform help — AI product discovery directory (65K+ products, 100K+ users, DR60, 45K+ newsletter subscribers). Helps with submitting a product listing, choosing free vs Premium ($99) tiers, understanding backlink value, advertising options (Spotlight Ad, newsletter sponsorship, dedicated email), and optimizing listings for approval. Use when you want traffic and backlinks from PitchWall, your AI product needs more discoverability, unsure if Premium is worth the cost, or considering PitchWall ads to reach a tech audience. Do NOT use for multi-directory launch strategy (use /sales-launch-directory). Do NOT use for Product Hunt launches (use /sales-producthunt).

Tagshop.ai platform help — AI UGC video ad generator and shoppable social commerce galleries. Covers AI avatars (1000+ presenters), AI Twin (clone your voice/face), URL-to-Video, text-to-video, product video creation, auto-captions, campaign publishing (Facebook, Instagram, TikTok, YouTube), shoppable UGC galleries, AI product tagging, Shopify/WooCommerce/BigCommerce/Wix integration, and analytics. Use when you need video ads but don't have a production budget, AI Twin clones don't look or sound right, product page URLs aren't converting to usable videos, shoppable galleries aren't driving clicks, ecommerce integration isn't syncing products, or ad campaigns in Tagshop aren't performing. Do NOT use for ad campaign strategy (use /sales-retargeting or /sales-b2b-advertising), general content creation (use /sales-content), or email marketing (use /sales-email-marketing).

InstaJet.io platform help — Instagram Stories influencer marketplace, campaign setup, influencer discovery (10K+ vetted creators, 50+ countries), payment processing (escrow, cards, crypto), analytics, and managed service options. Use when InstaJet campaign setup is confusing, can't find the right influencers in the marketplace, pricing or escrow payment flow is unclear, approval workflow isn't moving forward, analytics don't reflect actual story views, or unsure if InstaJet is better than other influencer marketplaces. Do NOT use for influencer marketing strategy across platforms (use /sales-influencer-marketing), TikTok influencer campaigns (use /sales-tiktok-marketing), gaming influencer marketing (use /sales-gaming-marketing), or general creator discovery workflow (use /sales-influencer-marketing).

JustGotFound platform help — community-curated product discovery platform (Product Hunt alternative) where makers launch products for free with dofollow backlinks. Covers free submission (DR23 dofollow backlink), paid promotion tiers ($50/week, $180/month, $500/3 months for featured placement), community voting, category browsing (AI, Productivity, Marketing, Dev Tools, Design), earnings program, and user leaderboard. Use when your product needs more directory visibility, want a free dofollow backlink from JustGotFound, unsure if JustGotFound's paid tiers are worth it, or trying to decide between JustGotFound and other directories. Do NOT use for multi-directory launch strategy (use /sales-launch-directory). Do NOT use for Product Hunt launches (use /product-hunt-launch).

LaunchDay platform help — curated 24-hour product launch events for indie makers by Dagobert Renouf. Covers $99 submission process (pay only if selected), event model (1-2/month, max 20 products), deal requirements (>40% discount), 30-min podcast interview, influencer promotion (100K+ followers), Slack community access, and permanent archive. Use when unsure if LaunchDay is worth the $99, want more exposure for your indie product but free directories aren't enough, or wondering how LaunchDay compares to other paid options. Do NOT use for multi-directory launch strategy (use /sales-launch-directory). Do NOT use for Product Hunt launches (use /product-hunt-launch).

AiSDR platform help — AI-powered SDR that automates cold email and LinkedIn outreach with deeply researched personalization. Use when AiSDR campaigns aren't getting replies, emails landing in spam, HubSpot sync not working, prospect imports failing, not sure how message credits work, wondering if AiSDR is the right AI SDR tool, or reply rates are lower than expected. Do NOT use for general outbound cadence design (use /sales-cadence) or general email deliverability strategy (use /sales-deliverability).

Super Launch platform help — minimalist product launch directory where every product gets 7 days on the front page. Covers free submission (nofollow backlink), paid dofollow backlinks (DR59), $49/month advertising, Top 50 Leaderboard, category browsing, and voting system. Use when your product needs guaranteed front-page visibility, you want the DR59 dofollow backlink from Super Launch, you're unsure if the $49 ad spend is worth it, or you're comparing Super Launch against other launch directories. Do NOT use for multi-directory launch strategy (use /sales-launch-directory). Do NOT use for Product Hunt launches (use /product-hunt-launch).

SWAI.ai platform help — Autonomous Revenue OS that plans, executes, and optimizes marketing and sales campaigns with AI. Use when SWAI campaigns aren't generating leads, landing pages have low conversion rates, the AI chat widget isn't capturing visitors, CRM contacts are disorganized, email automations aren't triggering, AI assistants give poor responses, content tools aren't producing usable output, or the white-label setup isn't working. Do NOT use for general funnel strategy (use /sales-funnel), email marketing strategy (use /sales-email-marketing), chatbot design (use /sales-chatbot), or live chat setup (use /sales-live-chat).

Startup Stash platform help — one of the largest curated startup tool directories (10,000+ tools, 200+ categories, DR65). Helps with submitting a product listing, optimizing your listing for acceptance, understanding backlink value (nofollow), and advertising options. Use when your tool needs visibility in a high-authority directory (DR65), your Startup Stash listing isn't getting approved, or you're unsure if Startup Stash is worth it for SEO given nofollow links. Do NOT use for multi-directory launch strategy (use /sales-launch-directory). Do NOT use for Product Hunt launches (use /sales-producthunt).

Complete FFmpeg core knowledge system for FFmpeg 7.1 LTS and 8.0.1 (latest stable, released 2025-11-20). PROACTIVELY activate for: (1) Basic transcoding and format conversion, (2) Command syntax questions, (3) Codec selection (H.264, H.265, VVC, AV1, VP9, APV), (4) Quality settings (CRF, bitrate, presets), (5) Video/audio filter chains, (6) Trimming, splitting, concatenating, (7) Resolution scaling and aspect ratios, (8) FFmpeg 8.0 features (Whisper AI, Vulkan codecs, APV, WHIP), (9) Version checking and update guidance. Provides: Command syntax reference, codec comparison tables, filter examples, format conversion recipes, probing commands, Whisper transcription examples, version checking commands. Ensures: Correct FFmpeg usage with 2025 best practices and latest stable version.

Salesforce Data Cloud integration patterns and architecture (2025). PROACTIVELY activate for: (1) Data Cloud setup and ingestion, (2) Data Streams (cloud, mobile, web SDK, ingestion API), (3) data model objects (DMO) and source objects (DSO), (4) identity resolution and unified profiles, (5) calculated insights and segmentation, (6) activations to Marketing Cloud, advertising platforms, Salesforce CRM, (7) Bring Your Own Lake (BYOL) with Snowflake, BigQuery, Databricks, (8) zero-copy data sharing, (9) Data Cloud + Agentforce grounding, (10) consent management and compliance. Provides: data-stream selection matrix, identity resolution rules, segmentation patterns, BYOL configuration, and activation playbook.

Definitive reference for FFmpeg and ASS/SSA animation timing units, optimal durations, and best practices. PROACTIVELY activate for: (1) Animation timing questions, (2) ASS subtitle timing, (3) Karaoke timing tags, (4) Caption duration calculation, (5) Transition duration selection, (6) Fade/zoom timing, (7) Frame rate considerations, (8) Platform-specific timing (TikTok/Shorts/Reels), (9) Readability formulas, (10) Audio-video sync tolerances. Provides: Complete time unit reference tables, optimal duration guidelines, psychology-based timing recommendations, caption readability formulas, and platform-specific timing profiles.

Complete OpenCV computer vision system for Python. PROACTIVELY activate for: (1) Image loading with cv2.imread (BGR format gotcha), (2) Video capture with cv2.VideoCapture, (3) Color space conversion (BGR to RGB, HSV, grayscale), (4) Image filtering (GaussianBlur, medianBlur, bilateralFilter), (5) Edge detection (Canny), (6) Contour detection with cv2.findContours, (7) Image resizing with interpolation methods, (8) Template matching, (9) Feature detection (SIFT, ORB, AKAZE), (10) Drawing functions (rectangle, circle, text), (11) Video writing with cv2.VideoWriter, (12) Morphological operations, (13) Deep learning with cv2.dnn module, (14) GPU acceleration with cv2.cuda, (15) Coordinate system (x,y vs row,col) gotchas. Provides: Image processing patterns, video capture/writing, memory management, performance optimization, Jupyter notebook workarounds. Ensures correct BGR handling and memory-safe OpenCV usage.

Expert guide to FFmpeg from Python for video/audio processing, encoding, streaming, and media manipulation. PROACTIVELY activate for: (1) Python+FFmpeg via ffmpeg-python, PyAV, subprocess, moviepy; (2) encoding (H.264, H.265/HEVC, VP9/WebM, AV1); (3) hardware acceleration (NVIDIA NVENC, Intel QSV, AMD AMF, VAAPI); (4) audio extraction, conversion, filter chains; (5) video filters (scale, crop, rotate, text/image overlays, color); (6) trim/concat workflows; (7) HLS, DASH, RTMP streaming; (8) metadata probing (ffprobe, ffmpeg.probe); (9) thumbnails (single + sprite sheets); (10) frame-accurate PyAV; (11) bug debugging (audio loss after filters, subprocess deadlocks, Windows paths, -y prompts); (12) GIF, speed change, picture-in-picture, blur/quality detection. Provides: library selection, install steps, copy-pasteable encoding recipes, hardware-accel flag reference, error handling, subprocess best practices, performance tuning for production Python+FFmpeg pipelines.

Deep understanding of TikTok, YouTube, Instagram, and Facebook algorithms for 2025-2026. PROACTIVELY activate for: (1) Algorithm optimization, (2) Platform-specific strategy, (3) Content distribution understanding, (4) Engagement signal optimization, (5) Cold start strategies, (6) Trending and discovery, (7) Hashtag and SEO strategy, (8) Posting time optimization, (9) Cross-platform differences. Provides: Algorithm signal breakdowns, platform comparisons, optimization strategies, posting schedules, hashtag strategies, and discovery mechanisms.

Expert kinetic typography and animated caption system for viral video. PROACTIVELY activate for: (1) Kinetic captions with word-grow highlighting, (2) Karaoke-style progressive fill with scale animation, (3) Word bounce/pop effects (CapCut-style), (4) Spring physics text animation, (5) Shake/tremor emphasis effects, (6) Typewriter character reveal, (7) Multi-color karaoke transitions, (8) Elastic overshoot animations, (9) Word-by-word caption reveal, (10) TikTok/Shorts/Reels viral caption styles, (11) Kinetic typography for music videos, (12) Impact text slam effects, (13) Breathing/pulse text animation, (14) Color sweep highlighting, (15) Animated lower thirds. Provides: Complete ASS animation tag reference, word-grow karaoke formulas, spring physics parameters, platform-specific timing profiles, Python generation scripts, production-ready templates, and viral caption best practices for 2025-2026.

Complete FFmpeg + OpenCV + Python integration guide for video processing pipelines. PROACTIVELY activate for: (1) FFmpeg to OpenCV frame handoff, (2) cv2.VideoCapture vs ffmpeg subprocess, (3) BGR/RGB color format conversion gotchas, (4) Frame dimension order img[y,x] vs img[x,y], (5) ffmpegcv GPU-accelerated video I/O, (6) VidGear multi-threaded streaming, (7) Decord batch video loading for ML, (8) PyAV frame-level processing, (9) Audio stream preservation with video filters, (10) Memory-efficient frame generators, (11) OpenCV + FFmpeg + Modal parallel processing, (12) Pipe frames between FFmpeg and OpenCV. Provides: Color format conversion patterns, coordinate system gotchas, library selection guide, memory management, subprocess pipe patterns, GPU-accelerated alternatives to cv2.VideoCapture. Ensures: Correct integration between FFmpeg and OpenCV without color/coordinate bugs. See also: ffmpeg-python-integration-reference for type-safe parameter mappings.

Complete PyAV (Python FFmpeg bindings) integration guide. PROACTIVELY activate for: (1) PyAV installation on Ubuntu/Windows/macOS, (2) Building PyAV against custom FFmpeg, (3) FFmpeg 7.0/8.0+ compatibility, (4) av.open() video/audio decoding, (5) VideoFrame/AudioFrame NumPy conversion, (6) Filter graph processing, (7) Video encoding with H.264/H.265/AV1, (8) Seeking and keyframe extraction, (9) RTSP/network streaming with PyAV, (10) Memory management and thread safety, (11) Error handling with FFmpegError, (12) Subtitle extraction, (13) Container manipulation and remuxing, (14) Performance optimization and threading. Provides: Complete PyAV API patterns, installation guides for all Ubuntu versions, FFmpeg 8.0+ compatibility matrix, type-safe examples, memory management best practices, filter graph examples, encoding/decoding patterns.

Authoritative Python-FFmpeg parameter integration reference ensuring type safety, accurate parameter mappings, and proper unit conversions. PROACTIVELY activate for: (1) ffmpeg-python library usage, (2) Python subprocess FFmpeg calls, (3) Caption/subtitle parameter mapping (drawtext, ASS), (4) Color format conversions (BGR, RGB, ABGR, ASS &HAABBGGRR), (5) Time unit conversions (seconds, centiseconds, milliseconds), (6) Type safety validation (int, float, string), (7) Coordinate systems, (8) Parameter range enforcement, (9) Frame pipe handling, (10) Error detection for type mismatches. Provides: Complete parameter type reference, color format conversion tables, time unit conversion formulas, validation patterns, working Python examples with proper typing.

Complete YouTube long-form video optimization for maximum watch time, SEO, and viral potential. PROACTIVELY activate for: (1) YouTube video strategy, (2) Long-form content planning, (3) Watch time optimization, (4) YouTube SEO, (5) Thumbnail design strategy, (6) Audience retention techniques, (7) YouTube monetization, (8) Connected TV optimization, (9) YouTube algorithm understanding. Provides: Video length optimization, thumbnail best practices, SEO strategies, retention techniques, monetization guidelines, and analytics interpretation.

Complete platform upload specifications for viral video creation across TikTok, YouTube Shorts, Instagram Reels, Facebook Reels, Snapchat Spotlight, and Twitter/X. PROACTIVELY activate for: (1) Platform-specific video encoding, (2) Upload requirements lookup, (3) Multi-platform export, (4) File size optimization, (5) Aspect ratio conversion, (6) Duration limits, (7) Audio requirements, (8) Caption/subtitle specs, (9) Thumbnail requirements, (10) Quality vs compatibility trade-offs. Provides: Comprehensive spec tables, FFmpeg presets per platform, optimal encoding settings, file size calculators, batch export workflows, and 2025-2026 platform-specific algorithm insights.

CapCut-style animated word-level captions for viral video with FFmpeg. PROACTIVELY activate for: (1) Word-by-word caption highlighting, (2) Animated subtitle effects, (3) CapCut-style captions, (4) Karaoke-style text, (5) Bounce/pop text animations, (6) Color-changing words, (7) Emoji integration in captions, (8) Multi-style caption presets, (9) Trending caption styles, (10) Social media caption optimization. Provides: ASS subtitle generation scripts, word-level timing workflows, animation presets, color schemes, font recommendations, and platform-specific caption styles for TikTok, YouTube Shorts, and Instagram Reels.

Complete short-form video optimization for TikTok, Instagram Reels, YouTube Shorts, and Facebook Reels. PROACTIVELY activate for: (1) TikTok content strategy, (2) Instagram Reels optimization, (3) YouTube Shorts creation, (4) Facebook Reels strategy, (5) Short-form hook creation, (6) Vertical video best practices, (7) Trending audio selection, (8) Loop optimization, (9) Quick engagement tactics. Provides: Platform-specific length recommendations, algorithm insights, hook formulas, trending strategies, caption techniques, hashtag optimization, and posting schedules.

Complete audio encoding and normalization system. PROACTIVELY activate for: (1) Audio codec selection (AAC, MP3, Opus, FLAC), (2) Loudness normalization (EBU R128, loudnorm), (3) Audio extraction from video, (4) Format conversion, (5) Volume adjustment and dynamics, (6) Noise reduction and EQ, (7) Channel operations (stereo/mono/surround), (8) Sample rate and bit depth conversion, (9) Audio fade in/out and crossfades, (10) Podcast and broadcast processing chains. Provides: Codec comparison tables, loudness standards reference, two-pass normalization scripts, professional mastering chains. Ensures: Broadcast-compliant audio with proper loudness and quality.

Complete T-SQL function reference for SQL Server and Azure SQL Database. PROACTIVELY activate for: (1) string functions (CONCAT_WS, STRING_SPLIT, STRING_AGG, TRIM, REPLACE, LEFT/RIGHT/SUBSTRING), (2) date/time functions (DATEADD, DATEDIFF, FORMAT, DATETRUNC, AT TIME ZONE), (3) math and conversion functions (CAST, CONVERT, TRY_CAST, ROUND, FLOOR, CEILING), (4) window/ranking functions (ROW_NUMBER, RANK, LEAD/LAG, FIRST_VALUE, LAST_VALUE, NTILE), (5) JSON functions (JSON_VALUE, JSON_QUERY, JSON_MODIFY, OPENJSON), (6) XML functions (FOR XML, .nodes, .value), (7) aggregate functions and GROUP BY extensions, (8) system and metadata functions (sys.* views, OBJECT_ID, OBJECT_NAME). Provides: function catalog grouped by category, version-availability matrix (SQL 2016+/2019+/2022+), and worked examples for each function family.

Complete subtitle and caption system for FFmpeg 7.1 LTS and 8.0.1 (latest stable, released 2025-11-20). PROACTIVELY activate for: (1) Burning subtitles (hardcoding SRT/ASS/VTT), (2) Adding soft subtitle tracks, (3) Extracting subtitles from video, (4) Subtitle format conversion, (5) Styled captions (font, color, outline, shadow), (6) Subtitle positioning and alignment, (7) CEA-608/708 closed captions, (8) Text overlays with drawtext, (9) Whisper AI automatic transcription (FFmpeg 8.0+ with VAD, multi-language, GPU), (10) Batch subtitle processing. Provides: Format reference tables, styling parameter guide, position alignment charts, Whisper model comparison, VAD configuration, dynamic text examples, accessibility best practices. Ensures: Professional captions with proper styling and accessibility compliance.

Advanced bash string manipulation including parameter expansion, pattern matching, regex, and text processing (2025). PROACTIVELY activate for: (1) parameter expansion (prefix/suffix removal, search/replace, substring), (2) regex matching with [[ =~ ]] and BASH_REMATCH, (3) case modification (uppercase/lowercase), (4) substring extraction without sed/awk, (5) splitting strings into arrays via IFS, (6) escaping for safe interpolation, (7) URL encoding and decoding in pure bash, (8) trimming whitespace, (9) avoiding subshell overhead in tight loops. Provides: parameter-expansion cheat sheet, regex patterns with BASH_REMATCH examples, case-conversion recipes, and IFS-based splitting/joining patterns.

Complete Windows file path troubleshooting knowledge for Claude Code on Git Bash and Windows environments. PROACTIVELY activate for: (1) file path errors on Windows, (2) backslash vs forward slash issues, (3) Edit/Write/Read tool failures, (4) MINGW path resolution, (5) cross-platform path conversion, (6) MSYS_NO_PATHCONV usage, (7) double-slash escape patterns (//c/foo), (8) UNC and long path limits, (9) WSL vs native Windows interop. Provides: path-conversion rules, troubleshooting flowchart, MSYS env-var recipes, double-slash escape patterns, and Windows file-operation best practices.

Complete live streaming and protocol system for FFmpeg 7.1 LTS and 8.0.1 (latest stable, released 2025-11-20). PROACTIVELY activate for: (1) RTMP streaming to Twitch/YouTube/Facebook, (2) HLS output and adaptive bitrate (ABR), (3) DASH streaming setup, (4) Low-latency streaming (LL-HLS, LL-DASH), (5) SRT protocol configuration, (6) WebRTC/WHIP sub-second latency (FFmpeg 8.0+), (7) Protocol conversion (RTMP to HLS), (8) Multi-destination streaming, (9) nginx-rtmp integration, (10) Docker streaming services. Provides: Platform-specific stream commands, ABR ladder examples, encryption setup, latency optimization, WHIP authentication, production patterns. Ensures: Reliable live streaming with optimal quality and latency.

Tailwind CSS advanced design systems with design tokens and @theme configuration. PROACTIVELY activate for: (1) building a design system on Tailwind v4, (2) @theme directive and CSS-first configuration, (3) custom color scales (50-950) and semantic tokens, (4) typography scales and fluid type with clamp(), (5) spacing tokens and 8pt grids, (6) shadow systems, radius tokens, motion tokens, (7) light/dark mode tokens via @theme, (8) Figma to Tailwind token sync, (9) design-token tooling (Style Dictionary, Tokens Studio), (10) per-brand theming. Provides: @theme configuration templates, semantic-token naming conventions, fluid-type calculator, design-token sync workflow, and multi-brand theming patterns.

Windows and Git Bash compatibility for Azure Pipelines. PROACTIVELY activate for: (1) pipelines that pass on Linux but fail on Windows agents, (2) path conversion issues in pipeline scripts (MSYS, MINGW), (3) shell detection (bash@3, pwsh@2, powershell@2 task selection), (4) MSYS_NO_PATHCONV and MSYS2_ARG_CONV_EXCL workarounds, (5) Windows self-hosted agent configuration, (6) cross-platform script patterns, (7) line-ending issues (CRLF vs LF) in checked-in scripts, (8) Docker on Windows agents, (9) UNC and long-path limitations. Provides: shell-task selection matrix, path-conversion env-var recipes, line-ending fixes, and a Windows-specific pipeline troubleshooting playbook.

Windows and Git Bash path handling for SSDT, SqlPackage, and DACPAC files. PROACTIVELY activate for: (1) SqlPackage failing on Git Bash with path errors, (2) DACPAC file path conversion (MSYS, MINGW), (3) shell detection (PowerShell vs Git Bash) for SSDT scripts, (4) MSYS_NO_PATHCONV usage, (5) Windows-style backslash paths in publish profiles, (6) running dotnet build of .sqlproj from Git Bash, (7) cross-platform pipeline compatibility, (8) line-ending issues in SQL files. Provides: SqlPackage path-conversion recipes, shell-detection helpers, dotnet build patterns from bash, and CRLF/LF normalization steps.

Docker on Windows with Git Bash / MINGW path conversion. PROACTIVELY activate for: (1) Docker commands failing on Windows Git Bash with path errors, (2) volume mount path conversion (-v $(pwd):/app), (3) MSYS_NO_PATHCONV and MSYS2_ARG_CONV_EXCL workarounds, (4) double-slash escapes (//c/foo) for MINGW, (5) docker-compose volume mounts on Windows, (6) WSL2 vs Hyper-V backend path interop, (7) line-ending issues in mounted scripts (CRLF vs LF), (8) UNC path limitations. Provides: MSYS path-conversion explainer, copy-pasteable env-var workarounds, double-slash recipes, line-ending fixes, and compose-mount patterns for Windows.

PowerShell vs Git Bash/MSYS2 shell detection and cross-shell compatibility on Windows. PROACTIVELY activate for: (1) detecting whether script runs under PowerShell, pwsh, Git Bash, or cmd, (2) shell-specific path handling, (3) MSYS_NO_PATHCONV when calling Windows binaries from Git Bash, (4) PowerShell from Git Bash and vice versa, (5) line-ending differences (CRLF vs LF), (6) environment variable differences (env: VAR vs VAR vs percent VAR percent), (7) calling PowerShell scripts (.ps1) from bash and bash scripts from PowerShell, (8) profile loading differences. Provides: shell-detection one-liners, path-conversion helpers, env-var portability patterns, and cross-shell invocation recipes.

Complete Next.js App Router fundamentals system (Next.js 15.5/16). PROACTIVELY activate for: (1) App directory structure and conventions, (2) Layouts and templates, (3) Loading and error boundaries, (4) Route groups and organization, (5) Parallel routes setup, (6) Metadata and SEO, (7) Server vs Client Components, (8) Navigation and View Transitions, (9) Async params pattern (Next.js 16 breaking change). Provides: File conventions, layout nesting, streaming UI, error handling, metadata templates, View Transitions API. Ensures correct App Router architecture with proper component boundaries.

Complete FFmpeg deinterlacing, field processing, and telecine removal for broadcast and professional video. PROACTIVELY activate for: (1) Deinterlacing interlaced video (yadif, bwdif, w3fdif), (2) Hardware-accelerated deinterlacing (yadif_cuda, bwdif_cuda, bwdif_vulkan), (3) Inverse telecine/pulldown removal (pullup, fieldmatch), (4) Field order correction (fieldorder), (5) Field separation/weaving (separatefields, weave, tinterlace), (6) Interlace detection (idet), (7) DVD/Blu-ray processing, (8) Broadcast content conversion. Provides: Deinterlacing filters, telecine removal, field processing, hardware acceleration options.

Windows and Git Bash compatibility for ADF tooling. PROACTIVELY activate for: (1) MSYS_NO_PATHCONV usage with ADF CLI tools, (2) Git Bash path conversion when running ADF npm builds, (3) PowerShell scripts called from Git Bash for ADF, (4) Azure CLI from Git Bash on Windows for ADF deployments, (5) ARM template export issues on Windows, (6) ADF utilities npm package on Windows, (7) line-ending issues in JSON pipeline definitions. Provides: MSYS env-var recipes, npm-on-Windows fixes, PowerShell-from-bash patterns, and Azure CLI auth on Git Bash.

Build new Next.js applications or migrate existing frontends (React, Vue, Angular, vanilla JS, etc.) to Next.js + shadcn/ui with systematic analysis and conversion. Enforces shadcn design principles - CSS variables for theming, standard UI components, no hardcoded values, consistent typography/colors. Use for creating Next.js apps, migrating frontends, adopting shadcn/ui, or standardizing component libraries. Includes MCP integration for shadcn documentation and automated codebase analysis.

Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templates. Use when writing blog posts, creating social media content, analyzing brand voice, optimizing SEO, planning content calendars, or when user mentions content creation, brand voice, SEO optimization, social media marketing, or content strategy.

NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.

Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python workflows with multiple databases, prefer bioservices. Use this for direct HTTP/REST work or KEGG-specific control.

Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups. Includes CAC calculator, channel playbooks, HubSpot integration, and international expansion tactics. Use when planning demand generation campaigns, optimizing paid media, building SEO strategies, establishing partnerships, or when user mentions demand gen, paid ads, LinkedIn ads, Google ads, CAC, acquisition, lead generation, or pipeline generation.

Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.

This skill applies consistent corporate branding and styling to all generated documents including colors, fonts, layouts, and messaging

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.

Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.

Extract clean article content from URLs (blog posts, articles, tutorials) and save as readable text. Use when user wants to download, extract, or save an article/blog post from a URL without ads, navigation, or clutter.

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.

Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python workflows with multiple databases, prefer bioservices. Use this for direct HTTP/REST work or KEGG-specific control.

Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.

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.

Extract clean article content from URLs (blog posts, articles, tutorials) and save as readable text. Use when user wants to download, extract, or save an article/blog post from a URL without ads, navigation, or clutter.

Generate editorial-quality HTML+SVG diagrams (13 types) for blog posts and documentation using Claude Code, with brand-matched styling and no external dependencies.

High-fidelity HTML design and prototype creation skill for AI coding agents — slide decks, interactive prototypes, landing pages, UI mockups, animations, and brand style cloning.

Claude Code skill that designs and builds high-converting questionnaire-style app onboarding flows modelled on proven conversion patterns from top subscription apps like Noom, Headspace, and Duolingo.

Install and use Marketing Skills for AI agents — CRO, copywriting, SEO, analytics, and growth engineering skills for Claude Code and other coding agents.

Close a taskwarrior task with landing commit annotation and optional GitHub issue/PR close. Use when finishing a coordination task or marking a work order complete.

ImageMagick image manipulation: format conversion, resizing, batch processing, quality. Use when converting, resizing, batch-processing, or generating thumbnails.

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Enforce same-commit landing of code and docs (APIs, formats, ADRs). Use when committing API/format changes, promoting research to docs/, or landing an ADR decision.

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Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.

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.

Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.

Use this skill when the user asks to "analyze my content", "learn my writing style", "research competitors", "find content angles", "improve my blog", "write like me", "embody my brand voice", or mentions content strategy, voice analysis, competitive research, or iterative content improvement.

Automate SEO research with Ahrefs -- analyze backlink profiles, research keywords, track domain metrics history, audit organic rankings, and perform batch URL analysis through the Composio Ahrefs integration.

Automate SEO analysis with SEMrush -- research keywords, analyze domain organic rankings, audit backlinks, assess keyword difficulty, and discover related terms through the Composio SEMrush integration.

Automate Google Ads analytics tasks via Rube MCP (Composio): list Google Ads links, run GA4 reports, check compatibility, list properties and accounts. Always search tools first for current schemas.

Automate Lemlist multichannel outreach -- manage campaigns, enroll leads, add personalization variables, export campaign data, and handle unsubscribes via the Composio MCP integration.

Automate email marketing workflows including subscriber management, campaign analytics, group segmentation, and account monitoring through MailerLite via Composio

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

Automate ActiveCampaign tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Campaign Cleaner tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Conversion Tools tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Deadline Funnel tasks via Rube MCP (Composio). Always search tools first for current schemas.

Email deliverability and DNS-based email authentication covering SPF, DKIM, DMARC, MX, PTR, and BIMI records, SMTP relay service configuration (SendGrid, SES, Postmark, Mailgun), self-hosted Postfix relay basics, and deliverability testing. USE WHEN: - Setting up or auditing email DNS records (SPF, DKIM, DMARC, MX, PTR) - Configuring a transactional email relay service (SendGrid, Amazon SES, Postmark) - Rolling out a DMARC policy from p=none to p=reject - Debugging emails landing in spam or being rejected - Generating DKIM key pairs for a custom domain - Setting up Postfix as a smart relay host - Checking email blacklists and Google Postmaster Tools DO NOT USE FOR: - Building a full mail server (Dovecot IMAP, Postfix + Dovecot stack — scope is relay/deliverability) - Marketing email platform setup (Mailchimp, Klaviyo campaign workflows) - Email template design or HTML email rendering - Inbound email parsing pipelines (use SendGrid Inbound Parse, Mailgun Routes, etc.)

rust_decimal — fixed-point decimal arithmetic for Rust. 128-bit signed decimal, exact (no float rounding errors), suitable for finance, currency, Bitcoin sat ↔ fiat conversions, accounting. Up to 28 significant digits, arithmetic preserves precision. Includes RoundingStrategy for explicit truncation/rounding control. Integrates with serde, sqlx, postgres. USE WHEN: user mentions "rust_decimal", "Decimal", "dec!", "RoundingStrategy", "no float", "exact arithmetic", "fixed-point Rust", "currency math Rust", "sat to fiat conversion" DO NOT USE FOR: Crypto primitives - use `security/libsodium` or `bitcoin/cryptography/*` DO NOT USE FOR: BigInteger / arbitrary-precision math - use `num-bigint` DO NOT USE FOR: Time/duration math - use `chrono` or `time` crate