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Skills in this repository
SkillsMP has collected 722 skills from Sheshiyer/skill-clusters. Open a skill to review its source and details.
Sheshiyer/skill-clustersShowing 40 of 722 collected skills.
Extract still frames or short clips from videos using ffmpeg. USE WHEN grabbing thumbnails or keyframes, sampling frames at an interval for analysis, trimming a clip out of a longer video, or pulling specific timestamps as images.
Toolkit for interacting with and testing local web applications using Playwright. USE WHEN verifying frontend functionality, debugging UI behavior in a real browser, capturing screenshots of a running app, or inspecting browser console and network logs.
Reviews and authors Cloudflare Workers code against production best practices, biasing toward Cloudflare docs. USE WHEN writing a new Worker, reviewing Worker code, configuring wrangler.jsonc, or checking anti-patterns in streaming, floating promises, global…
Cloudflare Workers CLI for deploying and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. USE WHEN running any wrangler command, deploying or dev-serving a Worker, or provisioning…
Route a real-world operations task to the right skill among 16 agentic-ops specialists — email, messages, GitHub, Jira, Google Workspace, project flow, unified notifications, terminal/CI, knowledge base, customer + finance billing, automation audit,…
Route an AI-agent engineering task to the right skill among 14 meta specialists — planning a multi-session build, decomposing a plan into an agent chain, orchestrating a squad, running an autonomous loop, auditing/debugging the agent stack, optimizing…
Use when you need to orchestrate an approved AI workflow, scheduled automation, or execution backend without bypassing the packet and approval path. This local mirror aligns OpenClaw with inference-sh agent-skills ai-automation-workflows.
Use when running or coordinating the Tryambakam Noesis source-to-distribution content pipeline. This local mirror aligns OpenClaw with inference-sh agent-skills ai-content-pipeline and binds it to the current OpenClaw, Paperclip, Higgsfield, and inference.sh…
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
Annual security report aggregation and analysis. USE WHEN annual reports, security reports, threat reports, industry reports, update reports, analyze reports, vendor reports, threat landscape.
Aphorism management. USE WHEN aphorism, quote, saying. SkillSearch('aphorisms') for docs.
Social media scraping, business data, e-commerce via Apify actors. USE WHEN Twitter, Instagram, LinkedIn, TikTok, YouTube, Facebook, Google Maps, Amazon scraping.
Turn a raw product brief into a consistent, implementation-ready spec pack under specs/ (frontend, backend, API, AI) by coordinating specialist agents and enforcing a project's preferred stack. USE WHEN the user says "create architecture plan/specs", "turn…
Use when the user wants Karpathy-style autonomous experiment loops, overnight research runs, or iterative keep-or-discard testing.
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.
X/Twitter operations using the bird CLI for reading timelines, searching posts, fetching threads/replies, and posting tweets or replies. Use when asked to read Twitter/X content, monitor mentions, get bookmarks/likes/follows/lists, publish via bird, or debug…
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI. USE WHEN watch a blog/feed for updates, track an RSS/Atom source, get notified of new posts.
Progressive URL scraping. USE WHEN Bright Data, scrape URL, web scraping tiers. SkillSearch('brightdata') for docs.
Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.
Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.
Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.
Route a DevOps / infrastructure task to the right specialist among 13 — container & compose patterns, self-hosting clusters, post-deploy canary checks, reproducible dev environments, enterprise network-device diagnostics (Cisco IOS, BGP, interfaces, config…
Agent evaluation framework based on Anthropic's best practices. USE WHEN eval, evaluate, test agent, benchmark, verify behavior, regression test, capability test. Includes three grader types (code-based, model-based, human), transcript capture, pass@k/pass^k…
Intelligent prompt pattern system with 240+ specialized patterns for content analysis, extraction, and transformation. USE WHEN user says 'use fabric', 'fabric pattern', 'run fabric', 'update fabric', 'update patterns', 'sync fabric', 'extract wisdom',…
Fireflies integration. Manage Organizations. USE WHEN the user wants to interact with Fireflies meeting data — list/search meetings, pull transcripts, or call the Fireflies API.
Instagram operations through the gram/glam CLI for login/cookie auth, profile post downloads, stories/highlights capture, and account checks. Use when asked to read or download Instagram content, verify gram-cli auth, or run publication asset collection flows…
Host security hardening and risk-tolerance configuration for a machine running an agent runtime or gateway. Use when a user asks for security audits, firewall/SSH/update hardening, risk posture, exposure review, cron scheduling for periodic checks, or…
HyperFrames CLI dev loop — `npx hyperframes` for scaffolding (init), validation (lint, inspect), preview, render, and environment troubleshooting (doctor, browser, info, upgrade). Use when running any of these commands or troubleshooting the HyperFrames…
A set of resources for writing all kinds of internal communications using common company formats. USE WHEN asked to write internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates,…
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data visualization layouts.
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent…
Use when validating built HTML from Markdown or MDX content, especially Astro docs/wiki pages, for raw Markdown leaks, frontmatter leakage, placeholder copy, local filesystem paths, internal build labels, emoji UI icons, and artifact wording regressions.
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. USE WHEN analyze a…
Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.
Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. USE WHEN designing iOS interfaces to Apple's HIG, laying out SwiftUI views/grids/navigation, choosing SF Symbols and Dynamic Type, or making an app feel native across…
Use when writing dialogue scenes or when user asks about character conversations - provides techniques for natural, character-consistent dialogue that reveals character and advances plot
Source text: Chinese
Use when user starts a novel project or asks how to organize their writing - guides through novel-writer's seven-step methodology and ensures proper workflow
Source text: Chinese
Autonomous optimization loop — hill-climb any target. Code with metrics, or skills/prompts/agents with LLM-as-judge eval. USE WHEN optimize, autoresearch, hill climb, improve metric, reduce latency, improve performance, benchmark optimization, bundle size,…
Open source intelligence gathering. USE WHEN OSINT, due diligence, background check, research person, company intel, investigate.
Parse URLs, files, videos to JSON. USE WHEN parse, extract, URL, transcript, entities, JSON, batch, content, YouTube, PDF, article. SkillSearch('parser') for docs.