01
Confirm the job
Define the work before choosing the most popular Skill.
Task category
Development Skills
Agent Skills for implementation, code review, testing, architecture, and deployment workflows.
- Core jobs
- Build / review / test
- Audience
- Developers
- Risk focus
- Exec + file access
Matching candidates
4367
Current snapshot
Quality ready
4195
Computed signal ≥ 75
Evidence layers
4
Source to editorial
Refresh cadence
24h
Repository signals
Qualified matches
Skills for Development Skills
The list prioritizes source diversity, freshness, and documentation depth. Card scores are computed signals—not test certifications.
EvidenceSourceComputedTestedEditorial
Computed 91433
jabrena/plinth
033-architecture-diagrams
Use when you need to generate Java project diagrams — including UML sequence diagrams, UML class diagrams, C4 model diagrams, UML state machine diagrams, UML Deployment Diagrams, ER (Entity Relationship) diagrams, and bounded-context diagrams — through a modular, step-based interactive process that adapts to your specific visualization needs. This should trigger for requests such as Generate UML diagram; Create sequence diagram; Create class diagram; Create state machine diagram; Create deployme
Computed 95556
minhnv0807/ai-business-skills
05-ad-copy-global
Use when the user needs PAID ad copy for Meta, Google, or TikTok — six variants across TOFU, MOFU, and BOFU using AIDA, PAS, and BAB, respecting each platform character limit and ad policy, with a dropshipping mode. Trigger on 'ad copy', 'write Facebook ads', 'TikTok ad copy', 'Google RSA headlines', 'primary text for this ad', 'my ad copy is not converting'. Also use when the user has a product page and asks what to run as an ad. Not for — organic social captions, see `37-social-caption-global`
Computed 95556
minhnv0807/ai-business-skills
18-referral-program-global
Use when customers should bring other customers — one-way versus two-way incentives, reward structure and economics, trigger moments, referral messaging, tracking and attribution, fraud controls, and anti-spam compliance by region: TCPA for US, GDPR for EU, PDPA for SEA, LGPD for LATAM. Trigger on 'referral program', 'refer a friend', 'word of mouth', 'viral loop', 'how do I get customers to bring friends', 'affiliate rewards'. Also use when the user has happy customers and no system to use them
Computed 93556
minhnv0807/ai-business-skills
20-client-intake-brief-global
Use when an agency or freelancer takes on a NEW client and needs everything up front — an 11-section intake covering business overview, audience, current marketing, goals, budget, timeline, brand assets, approval process, and success criteria, written for the client to fill in and return. Trigger on 'client intake', 'agency brief', 'onboard a new client', 'discovery call template', 'what should I ask a new client', 'kickoff questionnaire'. Also use when the user just signed someone and does not
Computed 92556
minhnv0807/ai-business-skills
24-ai-avatar-production-global
Use when a PERSONAL brand needs AI avatar video at scale — three tool tiers, four workflows for single avatar, translation, batch, and hybrid, reference image intake, face, style, logo, and palette replacement, voice clone pairing, anti-detection, and a QA score, with disclosure-law variants for US FTC, EU AI Act, SEA, and LATAM, covering HeyGen and Synthesia. Trigger on 'AI avatar', 'HeyGen video', 'Synthesia', 'talking head AI video', 'translate my videos with AI', 'I cannot be on camera every
Computed 93556
minhnv0807/ai-business-skills
26-thought-leadership-content-global
Use when a PERSONAL brand needs long-form WRITTEN content that builds authority rather than sells — LinkedIn posts, X threads, Substack and Medium essays, using PAS-Insight for founders, Story-Lesson-CTA for coaches, and Hook-List-Reveal for creators, with six hook formulas and a 1-to-5 repurpose. Trigger on 'LinkedIn post', 'thought leadership', 'write a Twitter thread', 'newsletter essay', 'Substack post', 'I want to be known for this topic'. Also use when the user has an opinion and wants it
Computed 95556
minhnv0807/ai-business-skills
29-dropshipping-mastery-global
Use when the user is launching or running a DROPSHIPPING business end to end — the full 12-phase pipeline: product research with winning criteria, Minea and PiPiAds, supplier sourcing on AliExpress, CJ, Spocket, and Zendrop, Shopify store and app setup, the 10-ads-per-week creative pipeline, interest and lookalike targeting, 3-5x markup and BE-ROAS math, customer service, and scaling. Trigger on 'start dropshipping', 'winning product research', 'Shopify store setup', 'AliExpress supplier', 'scal
Computed 92556
minhnv0807/ai-business-skills
30-design-master-global
Use when the user wants a marketing image GENERATED or an image prompt written — personal brand portraits, logos and monograms, campaign key visuals, day-to-day social graphics, editorial art, infographics, web hero mockups, and quote graphics. Reads brand identity from project context, composes an on-brand prompt, generates via gpt-image-2 when an API key exists, otherwise outputs paste-ready prompts for DALL-E 3, MidJourney, Leonardo, or Ideogram. Trigger on 'design an image', 'make me a logo'
Computed 91556
minhnv0807/ai-business-skills
32-seo-growth-global
Use when the user wants SEO growth, AI SEO, GEO/AEO, Google visibility, ChatGPT or Perplexity citations, schema, structured data, llms.txt, programmatic SEO, local SEO, comparison and alternative pages, directory submissions, Product Hunt, G2/Capterra, backlinks, or a site audit. Trigger on 'SEO audit', 'AI search visibility', 'AI citations', 'schema markup', 'pSEO', 'alternative page', 'submit to directories', or 'backlink plan'. Not for first-time Google Business Profile setup, see `11-channel
Computed 98145
jaccen/Awesome-Gaussian-Skills
3dgs-mcp-renderer
MCP protocol integration with 3DGS rendering pipeline: Agent-controlled Three.js/WebGPU rendering, voice-driven scene reconstruction, real-time parameter manipulation, light tracing backend. Use when: MCP rendering, agent-controlled 3DGS, voice-driven reconstruction, real-time 3DGS editing, Three.js 3DGS, WebGPU Gaussian splatting, interactive rendering control, speech-to-3D, light tracing, HiGS accelerated rendering.
Computed 94145
jaccen/Awesome-Gaussian-Skills
3dgs-spatial-agent
3DGS/CAD/Mesh domain-specific spatial intelligence agent: scene-level reasoning, CAD-in-the-loop parametric extraction, multi-modal 3D interaction, geometry-opacity decoupling, reflective material handling. Use when: 3D scene understanding, object part reasoning, CAD extraction from 3DGS, parametric model from Gaussian splats, interactive 3D editing, spatial reasoning over reconstructed scenes, articulation discovery, material inference, geometry opacity decoupling, reflective transparent object
Computed 95145
jaccen/Awesome-Gaussian-Skills
3dgs-training-debugger
Use it for design and operations tasks; the detail page covers purpose, installation, and practical steps.
Decision path
Move from discovery to installation in four checks
02
Compare evidence
Separate source claims, computed signals, tests, and editorial judgment.
03
Review permissions
Review network, script, file, and outbound-data actions.
04
Test narrowly
Pin the source and run a reversible test in isolation.