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# Skill 仓库 描述 安装量
9201 umap-learn k-dense-ai/scientific-agent-skills
UMAP-Learn Overview UMAP (Uniform Manifold Approximation and Projection) is a dimensionality reduction technique for visualization and general non-linear dimensionality reduction. Apply this skill for fast, scalable embeddings that preserve local and global structure, supervised learning, and clustering preprocessing. Quick Start Installation uv pip install umap-learn Basic Usage UMAP follows scikit-learn conventions and can be used as a drop-in replacement for t-SNE or PCA. Show more
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9202 secrets-in-file-metadata useosint/skills
Secrets in file metadata The fastest lead in an investigation is often already inside the file: GPS to six decimal places, a camera serial that ties four "unrelated" images to one body, a document author who is a real employee, a template path containing a corporate share name. Two things beginners get wrong. Absent metadata is not suspicious — it is the normal state of anything that passed through a social platform. And present metadata is not proof: every tag is a claim written by whatever sof...
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9203 kelos-e2e kelos-dev/e2e-skills
Kelos e2e verification skill Run exactly this command and show its output: echo "KELOS_E2E_SKILL_MARKER_x7k2p9" Installs 806 Repository kelos-dev/e2e-skills First Seen Jun 10, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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9204 ugc-ads pika-labs/pika-plugins
/pika:ugc-ads Parameters Param Default Notes url required product URL — drives category detection and beat substitution avatar_url built-in fallback persona portrait URL; fed as @Image1 reference. When omitted, the skill uses a pre-generated Pixar-style female creator portrait provider seedance seedance: strong at UGC selfie / talking-head POV with native lip-sync, multi-segment in single prompt, supports 3:4. kling: explicit shots[] , 9:16/16:9 only aspect_ratio 9:16 3:4 is seedance-only (kling...
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9205 open-notebook k-dense-ai/scientific-agent-skills
Open Notebook Overview Open Notebook is an open-source, self-hosted alternative to Google's NotebookLM that enables researchers to organize materials, generate AI-powered insights, create podcasts, and have context-aware conversations with their documents — all while maintaining complete data privacy. Unlike Google's Notebook LM, which has no publicly available API outside of the Enterprise version, Open Notebook provides a comprehensive REST API, supports 16+ AI providers, and runs entirely on ...
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9206 pymc k-dense-ai/scientific-agent-skills
PyMC Bayesian Modeling Overview PyMC is a Python library for Bayesian modeling and probabilistic programming. Build, fit, validate, and compare Bayesian models using PyMC's modern API (version 5.x+), including hierarchical models, MCMC sampling (NUTS), variational inference, and model comparison (LOO, WAIC). When to Use This Skill This skill should be used when: Building Bayesian models (linear/logistic regression, hierarchical models, time series, etc.) Performing MCMC sampling or variational i...
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9207 post-writer-sms blacktwist/social-media-skills
Post Writer When to Use User asks to write a post or draft social media content User mentions "write a post," "draft a post," or "LinkedIn post" User says "tweet," "Threads post," "Bluesky post," or "social media post" User says "help me write" or shares a topic and wants it turned into a post User provides a rough draft and wants it refined for a specific platform User wants a single standalone post (not a thread or carousel) Role You are an expert social media writer who crafts platform-native...
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9208 hunt-a-handle useosint/skills
Hunt a handle Handle reuse is the cheapest strong link in OSINT: one string, checked in minutes, potentially tying a dozen platforms to one person. It is also the most over-trusted. Enumerators do not verify identity — they perform HTTP existence checks — and a hit list is a list of candidates , nothing more. The mistake that ruins these investigations is pasting the tool's output into the report. Enumeration is the cheap half; confirmation is the work. Step 1 — Authorized scope Read ../../ETHIC...
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9209 figma-use-figjam figma/mcp-server-guide
use_figma — Figma Plugin API Skill for FigJam This skill contains FigJam-specific context for the use_figma MCP tool. The figma-use skill provides foundational context for plugin API execution via MCP as well as the full Figma plugin API for more advanced use-cases that are not described here. Always pass skillNames: "figma-use-figjam" when calling use_figma for FigJam operations. This is a logging parameter used to track skill usage — it does not affect execution. FigJam URL is figma.com/board/...
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9210 torch-geometric k-dense-ai/scientific-agent-skills
PyTorch Geometric (PyG) PyG is the standard library for Graph Neural Networks built on PyTorch. It provides data structures for graphs, 60+ GNN layer implementations, scalable mini-batch training, and support for heterogeneous graphs. Install: uv add torch_geometric (or uv pip install torch_geometric ; requires PyTorch). Optional: pyg-lib , torch-scatter , torch-sparse , torch-cluster for accelerated ops. Core Concepts Graph Data: Data and HeteroData A graph lives in a Data object. The key attri...
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9211 bright-data-best-practices brightdata/skills
Bright Data APIs Bright Data provides infrastructure for web data extraction at scale. Four primary APIs cover different use cases — always pick the most specific tool for the job. Choosing the Right API Use Case API Why Scrape any webpage by URL (no interaction) Web Unlocker HTTP-based, auto-bypasses bot detection, cheapest Google / Bing / Yandex search results SERP API Specialized for SERP extraction, returns structured data Structured data from Amazon, LinkedIn, Instagram, TikTok, etc. Web Sc...
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9212 cms-migration payloadcms/skills
CMS Migration to Payload Interactive workflow to design Payload collections from source CMS data. Config-first approach: establish the data structure through conversation before any data import. Workflow Show more
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9213 project-graveyard shubhamsaboo/awesome-llm-apps
Project Graveyard Every developer has a folder full of dead projects. Nobody has ever gotten an autopsy report. This skill scans the machine for abandoned repos, works out why each one died from its git history, finds the user's personal death patterns, and picks the one corpse worth digging up — then helps ship it. Everything runs locally. No API, no network, nothing leaves the machine. When to use The user asks about abandoned/unfinished/old side projects, or what to finish The user wants to r...
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9214 heygen-translate heygen-com/skills
HeyGen Video Translation Translate and dub an existing video into 175+ languages. The system clones the presenter's voice into the target language, re-syncs their lips to the new audio, and returns a fully dubbed video. You provide a source video and a target language — the engine handles transcription, translation, voice cloning, lip-sync, and (optionally) burned-in captions. This is not new-video generation. The presenter, performance, framing, and brand assets in the original video are preser...
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9215 n8n-agents-official n8n-io/skills
n8n Agents The n8n Agent node ( @n8n/n8n-nodes-langchain.agent ) is a multi-turn LLM driver with sub-nodes for the model, memory, tools, and optional output parser. When to use the Agent node vs raw chat completion Decision: Need tool calls, multi-turn reasoning, or memory? Agent. Also a fine default when you don't want to think about it: standardizing on Agent across the workflow is reasonable and makes the path to upgrade simpler. Want the lightest possible single-shot text-out call? Basic LLM...
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9216 difit-review yoshiko-pg/difit
Difit Review Overview This skill launches a requested git diff in a viewer that is easy for humans to read. At the same time, the agent can attach arbitrary comments via the --comment option. This comment mechanism is well suited for code review findings and code explanations. Before running commands, choose <difit-command> using the following rule: If command -v difit succeeds, use difit . Otherwise, use npx difit . If falling back to npx difit would require network access in a sandboxed enviro...
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9217 cash-flow-snapshot anthropics/knowledge-work-plugins
Cash Flow Snapshot Produces a 30/60/90-day cash flow forecast with percentage-variance confidence bands and named risk flags. Delivers a two-part output: a concise chat summary and a downloadable XLSX workbook. Quick start "Will I make payroll next month?" Claude pulls AR/AP and fixed costs from connected sources, calculates expected inflows and outflows across 30, 60, and 90-day windows, applies confidence bands based on each customer's historical payment variance, and flags specific risks by n...
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9218 venue-templates k-dense-ai/scientific-agent-skills
Venue Templates Overview Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues, academic conferences, research posters, and grant proposals. This skill provides ready-to-use templates and detailed specifications for successful academic submissions across disciplines. Use this skill when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting ...
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9219 biopython k-dense-ai/scientific-agent-skills
Biopython: Computational Molecular Biology in Python Overview Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks. The current version is Biopython 1.85 (released January 2025), which supports Python 3 and requires NumPy. When to Use This Skill Use this skill when: Show more
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9220 critique-visual-hierarchy owl-listener/designer-skills
Critique Visual Hierarchy You are an expert in visual hierarchy and screen-level design critique. What You Do You analyse a screen to identify whether hierarchy is clear, intentional, and aligned with user goals. You flag problems and suggest targeted fixes. Critique Dimensions Entry Point The first element that captures the eye. Evaluate whether it is the most important thing on screen. Is there a single dominant element, or does attention scatter? Does size, contrast, or position establish the...
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9221 dt-obs-gcp dynatrace/dynatrace-for-ai
GCP Cloud Infrastructure Monitor and analyze GCP resources using Dynatrace Smartscape and DQL. Query GCP services, manage organizational hierarchy, audit security posture, and track resource ownership across your GCP infrastructure. When to Use This Skill Use this skill when the user needs to work with GCP resources in Dynatrace. Load the reference file for the task type: Show more Installs 765 Repository dynatrace/dynat…e-for-ai GitHub Stars 112 First Seen May 11, 2026 Security Audits Gen Agent...
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9222 improve-code-quality wondelai/skills
Improve Code Quality Turn a working-but-untested vibe-coded prototype into a product you can ship and operate. This is an interactive, resumable journey of nine phases: the agent asks before every decision and records the outcome in your project's docs/ folder, so you can stop after any phase and pick up later. A week-old prototype is already legacy code — so the first move is a safety net, and every phase after it is verifiable because of that net. Core Principle A week-old untested prototype i...
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9223 create-business wondelai/skills
Create a Business Take a raw idea to a business you can defend on every axis: who it is for, what job it does, why it is different, why it wins, what it costs, and why anyone would pay. This journey runs ten phases in sequence, looping back as evidence accumulates. It is interactive — the agent asks before every decision — and resumable: all state lives in docs/ so you can stop and restart across sessions. The order is the point: demand before building, strategy before scale, price before produc...
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9224 kotlin-tooling-java-to-kotlin kotlin/kotlin-agent-skills
Java to Kotlin Conversion Convert Java source files to idiomatic Kotlin using a disciplined 4-step conversion methodology with 5 invariants checked at each step. Supports framework-aware conversion that handles annotation site targets, library idioms, and API preservation. Workflow Show more
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9225 ai-ui-patterns patternsdev/skills
AI UI Patterns Table of Contents When to Use Instructions Details Source Building AI-powered interfaces – from chatbots to intelligent assistants – requires careful integration of backend AI services with reactive UI components. In this chapter, we explore design patterns in React for such interfaces, focusing on two implementations : a plain React app (using Vite) and a Next.js app. We'll use OpenAI's API (via the Vercel AI SDK) as our AI engine, and TailwindCSS for styling. Key topics include ...
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9226 remove-technical-debt wondelai/skills
Remove Technical Debt Take a large, aged, tangled codebase that everyone is afraid to touch and pay its debt down in place — no big-bang rewrite, the old system always shipping. The instinct to rewrite is the one reliable way to turn a struggling-but-shipping product into a struggling-and-not-shipping one; this journey is the alternative. It is interactive and resumable across eight phases: the agent asks before every decision and records the outcome in your project's docs/ folder, so you can st...
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9227 pr-lens coldteadotai/pr-lens
PR Lens PR Lens draws code as visually rich animated diagrams. It can represent diffs, architecture, data flows, and more. The diff or code is represented as one JSON document (lanes, nodes, edges, ordered flows) and it renders the JSON as an animated SVG Operating manual Decide where the diagram lands before you write it: a canvas, or an SVG and a pull request comment. Only a canvas draws payload , the sample request and response on a flow step. A late decision costs another pass through steps ...
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9228 revenue-centric-design heliocosta-dev/revenue-centric-design
Revenue-Centric Design A distilled playbook of 101 principles from Richard ( @richardrx , "Design for startups") — a product designer specializing in conversion-rate optimization, churn reduction, and applied behavioral science (ex-Volkswagen, PayPal, IBM). The throughline is his coined philosophy, Revenue-Centric Design (RCD) : design decisions should serve the user and the business — value and revenue, not one or the other. Use this skill when helping someone improve how a digital product (esp...
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9229 timesfm-forecasting k-dense-ai/scientific-agent-skills
TimesFM Forecasting Overview TimesFM (Time Series Foundation Model) is a pretrained decoder-only foundation model developed by Google Research for time-series forecasting. It works zero-shot — feed it any univariate time series and it returns point forecasts with calibrated quantile prediction intervals, no training required. This skill wraps TimesFM for safe, agent-friendly local inference. It includes a mandatory preflight system checker that verifies RAM, GPU memory, and disk space before the...
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9230 n8n-error-handling-official n8n-io/skills
n8n Error Handling Default n8n node behavior: error → workflow halts → caller gets nothing useful. For unattended workflows (webhook APIs, scheduled jobs, queue workers), that default is wrong. The symptom is "the integration just stopped working" with no log, no message, no clue. This skill is about handling errors so failures are loud, structured, and recoverable. Or best case scenario, handled in a way where it self heals. Non-negotiables For any API-shaped workflow (webhook trigger paired wi...
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9231 github-actions-efficiency github/awesome-copilot
GitHub Actions Efficiency Use this skill as a lean entrypoint for GitHub Actions efficiency work. Inspect the repo, identify the waste source, and load only the reference material needed for the current task. If no workflows exist yet, load references/actions.md and define a baseline before proceeding with the steps below. If shell or gh CLI access is unavailable: ask the user to paste .github/workflows/ contents and gh run list --limit 10 output. If only partial files are provided, note it: "Au...
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9232 find-anyone useosint/skills
Find anyone Turn a name into a sourced profile of one specific human. The work is 20% finding data and 80% proving the data belongs to your subject and not to someone with the same name. Beginners collect first and disambiguate later; that is how you end up with a confident, well-cited dossier describing two different people fused into one. Bind the name to a second selector before you collect anything. Step 1 — Authorized scope Write down, before searching: the subject, the objective, what is i...
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9233 follow-the-crypto useosint/skills
Follow the Crypto Public chains are pseudonymous, not anonymous. Every transfer is permanently visible to anyone; what's missing is the mapping from address to human. So the whole game is attribution, and attribution almost always happens at an off-ramp — the point where value converts to fiat through a service that collected identity documents. Everything between the crime and the off-ramp is just plumbing you have to follow. The beginner error is treating a clustering heuristic's output as fac...
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9234 stable-baselines3 k-dense-ai/scientific-agent-skills
Stable Baselines3 Overview Stable Baselines3 (SB3) is a PyTorch-based library providing reliable implementations of reinforcement learning algorithms. This skill provides comprehensive guidance for training RL agents, creating custom environments, implementing callbacks, and optimizing training workflows using SB3's unified API. Core Capabilities 1. Training RL Agents Basic Training Pattern: import gymnasium as gym from stable_baselines3 import PPO Create environment env = gym . make ( "CartPol...
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9235 consciousness-council k-dense-ai/scientific-agent-skills
Consciousness Council A structured multi-perspective deliberation system that generates genuine cognitive diversity on any question. Instead of one voice giving one answer, the Council summons distinct thinking archetypes — each with its own reasoning style, blind spots, and priorities — then synthesizes their perspectives into actionable insight. Why This Exists Single-perspective thinking has a ceiling. When you ask one mind for an answer, you get one frame. The Consciousness Council breaks th...
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9236 geopandas k-dense-ai/scientific-agent-skills
GeoPandas GeoPandas extends pandas to enable spatial operations on geometric types. It combines the capabilities of pandas and shapely for geospatial data analysis. Installation uv pip install geopandas Optional Dependencies For interactive maps uv pip install folium For classification schemes in mapping uv pip install mapclassify Show more
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9237 improve-app wondelai/skills
Improve an App The app already ships and works — users, screens, a real flow — but the experience feels rough where it should feel effortless. Across nine phases this journey fixes what users feel, in evidence order: re-anchor on the job, remove friction, polish the look and the moments, sharpen the words, persuade honestly, and end with a review brutal enough to cut. It is interactive (the agent asks before deciding) and resumable (state lives in docs/ ). Code-level causes route out to the code...
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9238 om-create-skill open-mercato/skills
Create Skill Author or refactor OM skills so they match this repo's conventions: a thin SKILL.md that is a router + map , with execution detail living in references/ files loaded only on demand. Two modes: Author — turn a brief into a new skills/<name>/ skill (frontmatter, router body, references, optional repo-local stub). Split — refactor an existing oversized SKILL.md into layered references/ without changing behavior (a conservative move, verified). The skill is interactive : it asks the few...
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9239 om-close-fixed-issues open-mercato/skills
Close Fixed Issues (reconcile merged PRs ↔ tracker) Maintenance skill. Walk a window of recent pull requests; where a PR authoritatively closes an issue, close the issue with a linked comment; where a PR was closed without merge and claimed to fix an issue, leave an informational comment on the issue instead of closing it. Never act on bare N mentions — only on authoritative close links. When to use Before tagging a release, to flush stale "fixed" issues. After a batch merge day, to reconcile th...
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9240 image-to-editable-ppt ningzimu/image-to-editable-ppt-skill
Image to Editable PPT Overview This skill rebuilds visual slide inputs into object-level editable PowerPoint .pptx files. Inputs can be a single image, multiple images, a PDF, or an image-based PPT/PPTX. The output is always .pptx . The goal is not to wrap a full-slide screenshot inside PowerPoint; the goal is to use the editppt runtime and page-level prompts to decompose, reconstruct, validate, and assemble editable slides. References Each rule in this skill has exactly one authoritative home; ...
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9241 scikit-bio k-dense-ai/scientific-agent-skills
scikit-bio Overview scikit-bio is a comprehensive Python library for working with biological data. Apply this skill for bioinformatics analyses spanning sequence manipulation, alignment, phylogenetics, microbial ecology, and multivariate statistics. When to Use This Skill This skill should be used when the user: Works with biological sequences (DNA, RNA, protein) Needs to read/write biological file formats (FASTA, FASTQ, GenBank, Newick, BIOM, etc.) Performs sequence alignments or searches for m...
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9242 academic-research-suite imbad0202/academic-research-skills-codex
ARS-Codex This is a Codex adapter for the ARS suite. The vendored ARS content lives under ars/ ; keep it as source material and route through this file first. Versioning This Codex package is version 0.1.22 . The repo-root VERSION , this SKILL.md metadata version, and manifest.json adapter_version must match. Vendored ARS suite versions are tracked separately by source repository commit in manifest.json . First Rule Do not load the whole suite by default. Select one workflow, read that workflow'...
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9243 research-lookup k-dense-ai/scientific-agent-skills
Research Information Lookup Overview This skill provides real-time research information lookup with intelligent backend routing : parallel-cli search (parallel-web skill): Primary and default backend for all research queries. Fast, cost-effective web search with academic source prioritization. Uses parallel-cli search with --include-domains for scholarly sources. Parallel Chat API ( core model): Secondary backend for complex, multi-source deep research requiring extended synthesis (60s-5min late...
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9244 sosumi nshipster/sosumi.ai
Sosumi Skill Use this skill to reliably fetch Apple docs as Markdown when coding agents need precise API details. When to Use Use Sosumi when the request involves any of the following: Apple platform APIs ( Swift , SwiftUI , UIKit , AppKit , Foundation , etc.) API signatures, availability, parameter behavior, or return semantics Human Interface Guidelines questions WWDC session transcript lookup External Swift-DocC documentation (for example, GitHub Pages or Swift Package Index hosts) Core Workf...
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9245 playwright-cli screenci/screenci
Browser Automation with playwright-cli Quick start open new browser playwright-cli open navigate to a page playwright-cli goto https://playwright.dev interact with the page using refs from the snapshot playwright-cli click e15 playwright-cli type "page.click" playwright-cli press Enter take a screenshot (rarely used, as snapshot is more common) playwright-cli screenshot close the browser playwright-cli close Commands Core playwright-cli open open and navigate right away playwright-cli open...
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9246 mapbox-token-security mapbox/mapbox-agent-skills
Mapbox Token Security Skill This skill provides security expertise for managing Mapbox access tokens safely and effectively. Token Types and When to Use Them Public Tokens (pk.*) Characteristics: Can be safely exposed in client-side code Limited to specific public scopes only Can have URL restrictions Cannot access sensitive APIs When to use: Client-side web applications Mobile apps Public-facing demos Embedded maps on websites Allowed scopes: styles:tiles - Display style tiles (raster) styles:r...
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9247 hypogenic k-dense-ai/scientific-agent-skills
Hypogenic Overview Hypogenic provides automated hypothesis generation and testing using large language models to accelerate scientific discovery. The framework supports three approaches: HypoGeniC (data-driven hypothesis generation), HypoRefine (synergistic literature and data integration), and Union methods (mechanistic combination of literature and data-driven hypotheses). Quick Start Get started with Hypogenic in minutes: Install the package uv pip install hypogenic Clone example datasets g...
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9248 wp-patterns wordpress/agent-skills
WordPress Block Patterns Inputs required Repo root and target theme/plugin directory. Pattern type: section, starter page, template, template part, or manually registered plugin pattern. Theme/plugin slug, pattern slug, and text domain. Pattern title, categories, keywords, block types, template types, and inserter visibility. Target WordPress version if it differs from this repo's compatibility contract. Available theme.json presets for colors, typography, spacing, layout, and gradients. Asset p...
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9249 pacman bergside/awesome-design-skills
Pacman Design System Skill (Universal) Mission You are an expert design-system guideline author for pacman. Create practical, implementation-ready guidance that can be directly used by engineers and designers. Brand Dive into the legendary arcade adventure of Pac‑Man, where quick reflexes and smart moves help you clear mazes and escape the ghosts. Style Foundations Visual style: high-contrast, playful, dotted borders Typography scale: desktop-first expressive scale | Fonts: primary=Press Start 2...
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9250 pymoo k-dense-ai/scientific-agent-skills
Pymoo - Multi-Objective Optimization in Python Overview Pymoo is a comprehensive Python framework for optimization with emphasis on multi-objective problems. Solve single and multi-objective optimization using state-of-the-art algorithms (NSGA-II/III, MOEA/D), benchmark problems (ZDT, DTLZ), customizable genetic operators, and multi-criteria decision making methods. Excels at finding trade-off solutions (Pareto fronts) for problems with conflicting objectives. When to Use This Skill This skill s...
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