Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personjakexiaoNo key required

hiring-helper

Screen job candidates using AI-powered evaluation. Use when asked to "screen candidates", "review applicants", "evaluate candidates", or when reviewing resumes and applications.

download12deployed_codestar12
personjakexiaoNo key required

context-engineering-advisor

Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably.

download12deployed_codestar1.8K
personjakexiaoNo key required

"roc-curve-plotter"

Manage roc curve plotter operations. Auto-activating skill for ML Training. Triggers on: roc curve plotter, roc curve plotter Part of the ML Training skill category. Use when working with roc curve pl…

download12deployed_codestar574
personjakexiaoNo key required

animator-skill

Use when converting static image sequences (sequence boards) into motion prompts for AI video generation platforms (Runway, Pika, SVD), or describing temporal movement for video synthesis

download12deployed_codestar4
personjakexiaoNo key required

xhs-images

Xiaohongshu (Little Red Book) infographic series generator with multiple style options. Breaks down content into 1-10 cartoon-style infographics. Use when user asks to create '小红书图片', 'XHS images', or…

download12deployed_codestar4
personjakexiaoNo key required

data-scientist

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence. Use PROACTIVELY for data analys…

download12deployed_codestar4
personjakexiaoNo key required

academic-deep-research

Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy…

download12deployed_codestar4
personjakexiaoNo key required

youtube-generate

YouTube video all-in-one creation - Material files → Research → Script → Material generation → Blog

download12deployed_codestar4
personjakexiaoNo key required

model-mediated-development

Use when building any system that involves AI/model calls - integrates with brainstorming, planning, and TDD to ensure model agency over hardcoded rules

download12deployed_codestar11
personjakexiaoNo key required

exa.ai-websearch-api

A skill that equips you with real-time, source-grounded web search and content retrieval using the Exa API—optimized for balanced relevance and speed (type="auto") and full-text extraction for downstr…

download12deployed_codestar0
personjakexiaoNo key required

"process-flow-generator"

Process Flow Generator - Auto-activating skill for Visual Content. Triggers on: process flow generator, process flow generator Part of the Visual Content skill category. Use when working with process …

download12deployed_codestar574
personjakexiaoNo key required

image-publisher

Upload local images to image hosting services and get accessible URLs. Use this skill when the user wants to upload a local image file to an image host and get the public URL. Supports GitHub and S3-c…

download12deployed_codestar4
personjakexiaoNo key required

ac-knowledge-graph

Manage knowledge graph for autonomous coding. Use when storing relationships, querying connected knowledge, building project understanding, or maintaining semantic memory.

download12deployed_codestar4
personjakexiaoNo key required

engram

Persistent semantic memory layer for AI agents. Local-first storage (SQLite+LanceDB) with Ollama embeddings. Store and recall facts, decisions, preferences, events, relationships across sessions. Supp…

download12deployed_codestar4
personjakexiaoNo key required

deep-reading

Use when reading books, academic papers, or long-form documents from URLs or PDFs and needing structured analysis, comprehension, or comparison

download12deployed_codestar4
personjakexiaoNo key required

image-enhancement-suite

Batch image processing: resize, crop, watermark, color correction, format conversion, compression. Quality presets for web, print, and social media.

download12deployed_codestar30
personjakexiaoNo key required

ai-shaped-readiness-advisor

Assess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build.

download12deployed_codestar1.8K
personjakexiaoNo key required

klingai-camera-control

Manage control camera movements in Kling AI video generation. Use when creating cinematic effects, dynamic shots, or specific camera movements. Trigger with phrases like 'klingai camera', 'kling ai ca…

download12deployed_codestar574
personjakexiaoNo key required

image-enhancer

Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.

download12deployed_codestar4
personjakexiaoNo key required

agent-ml-engineer

Expert ML engineer specializing in machine learning model lifecycle, production deployment, and ML system optimization. Masters both traditional ML and deep learning with focus on building scalable, r…

download12deployed_codestar4
personjakexiaoNo key required

nano-banana

AI image generation using Nano Banana PRO (Gemini 3 Pro Image) and Nano Banana (Gemini 2.5 Flash Image). Use this skill when: (1) Generating images from text prompts, (2) Editing existing images, (3) …

download12deployed_codestar4
personjakexiaoNo key required

audiocraft-audio-generation

PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from text descriptions, create sound effects, or perform melod…

download12deployed_codestar6