Build

Pareto

by LifeOS

Maps any topic's zeitgeist and frontier — sweeps YouTube, GitHub, the web and the Research skill, ranks everything down to the vital few by relevance, reach, recency and outlier-ness, then reports the past meta, the current mainstream meta, and where the forward thinkers are heading, every frontier claim linked. USE WHEN pareto, pareto this, run pareto on, zeitgeist, what's the zeitgeist on, what's the meta on, what is the current meta, where is thinking on X heading, who are the forward thinkers on, who is ahead of the curve on, what are the big thinkers saying about, top content on a topic, vital few. NOT FOR answering a specific factual question (Research), analyzing one piece of content (ExtractWisdom), or AI industry news digests (Upgrade NewsDigest; security news SecurityUpdates).

v1.0.4New

Unsigned, install at your own risk

Unverified

This skill has no cryptographic signature attached. We can't verify the contents match what the publisher intended.

Install this skill

Run this command in your terminal. No account required — it auto-detects your AI tool and installs the skill file.

npx @skills-hub-ai/cli install lifeos-pareto
Or download directly:
Browse all CLI commands →

Setup by platform

Claude Code

~/.claude/skills/<skill>/SKILL.md

Setup guide →

Install

One-click setup for your editor

Run in your project root

npx @skills-hub-ai/cli install lifeos-pareto --target claude-code
0

Instructions

This skill doesn’t include stateful context yet, instructions only. Learn about stateful skills.

Security

Loading security scan...

Reviews (0)

View full changelog & diffs →

Related skills

Browse all →
DetectAIDetects AI-generated writing: heuristic audit against known AI patterns, statistical signals (entropy, burstiness), an empirical Pangram score, and a keyless scan for watermark or steganography signatures (invisible characters, homoglyphs, bidi). USE WHEN detect AI writing, is this AI, AI detection, AI detector, did an AI write this, does this sound like AI, pangram, scan for AI tells, AI-isms, burstiness, is this watermarked. NOT FOR rewriting prose (a writing skill), plagiarism, judging quality.1 installsAudioEditorCleans spoken audio via Whisper transcription, Claude segment classification, and ffmpeg cuts, plus breath taming and noise-gate artifact repair. USE WHEN clean audio, edit audio, remove filler words, clean podcast, remove ums, cut dead air, polish audio, trim recording, cut stutters, ticking audio, clicking audio, audio clicks, gate artifacts, popping audio, loud breaths, breathing sounds, mouth sounds, mouth clicks, lip smacks, tame the breaths. NOT FOR video composition (HyperFrames) or tight-cutting a podcast or spoken recording for publishing (the video skill's TightCut intent (maintainer-side; not in the public release)).1 installsArtStatic visual content in 20+ formats (diagrams, infographics, comics, icons, wallpaper) via Nano Banana Pro by default, Nano Banana, and Flux, plus technical diagrams and a few essay illustrations that draw themselves as looping GIFs. USE WHEN art, illustration, diagram, flowchart, animated diagram, diagram GIF, animated essay image, animated header, infographic, header image, blog social thumbnail, generate image, mermaid, comic, icon, blog art, framework diagram, D3 chart, remove background, wallpaper. NOT FOR any request that says visualize (Visualize owns every "visualize X" and may embed Art output), YouTube/video thumbnails (the video skill), other video or animation (HyperFrames), web UI design (Webdesign).1 installsOpenSourceManagementTriages open issues, pull requests and GitHub Discussions across the principal's own open-source repos (the list in Config.md) via the gh CLI, ranks what needs attention with suggested replies, posts edit-in-place marker comments, diffs new Ollama library models against a local model box, and takes a private repo public (readiness audit, fresh-history export, README and social image), stopping at the principal's go-ahead. USE WHEN open source issues, pull requests, check PRs, review PRs, check issues, community discussions, community activity, what needs attention, open source state, marker comment, triage comment, new open source models, latest open-weight models, what should I pull into Ollama, do we have this model, new Ollama models, local models, is this repo public-ready, take this repo public, open source this, public release on GitHub. NOT FOR triaging repos outside the configured list, LifeOS releases, internal work trackers, or running/prompting local models.0 installsComputerUseFront door for driving this Mac: anything with a DOM, AX, CLI, or API handle routes to Interceptor; pixel-only GUI work goes to a vision agent, OpenAI Astra via codex exec or a tool-less Claude acting through Interceptor's bridge, picked per task class by a measured bake-off, under a deny list, step caps, and a read-back that decides pass/fail. USE WHEN computer use, drive the computer, control the mac, operate this app for me, do it in the GUI, pixel-only app, no API for this, canvas UI, computer-use bake-off, Claude vs OpenAI computer use. NOT FOR DOM/AX handles or web verification (Interceptor), scraping (a scraping skill, BrightData).0 installsStateLogState journaling from shorthand like M4, H2, CF5 (H overall, M mood, E energy, S sleep, R relationships, F financial, C creativity, CF creative freedom, W workout, K walk, A affirmation) on 1-5, with freshness resets. USE WHEN a message is only dimension shorthand (M4, e4 cf3, W, K, A), log my state, log my mood, state check-in, how am I tracking, just worked out, went for a walk, did my affirmations. NOT FOR life-goal percentages (use `Telos`), health imports, macOS stats (Vitals).0 installs

More from LifeOS

View source →
FirstPrinciplesPhysics-based reasoning framework (Musk methodology) that deconstructs a problem to irreducible fundamental truths, classifies every element as hard constraint, soft constraint, or assumption, then reconstructs the optimal solution from fundamentals alone. USE WHEN first principles, fundamental truths, challenge assumptions, real constraint, rebuild from scratch, start over, physics first, question everything, reasoning by analogy. NOT FOR structural feedback loops (use SystemsThinking).2 installsDaemonManage the public daemon profile — a digital representation of what you're working on. DaemonAggregator reads LifeOS sources (TELOS, KNOWLEDGE, PROJECTS, MEMORY/WORK, identity) → daemon-data.json. SecurityFilter strips names/paths/credentials via deterministic patterns (NOT LLM). Workflows: UpdateDaemon, ReadDaemon, PreviewDaemon, DeployDaemon. USE WHEN daemon, update daemon, daemon profile, deploy daemon, preview daemon, read daemon, public profile, digital presence. NOT FOR LifeOS system management.1 installsResearchMulti-agent web research with verified URLs and confidence-tagged output at four depths. USE WHEN research, do research, quick research, extensive research, deep investigation, find information, investigate, extract alpha, analyze content, retrieve content, AI trends, enhance content, extract knowledge, web scraping, YouTube extraction, map landscape, competitive analysis, find it, find this, find this product, identify this, what is this, what's that thing, track down, locate, help me find, I can't find X online, can't find it online, source this, best X in a place, what's good in <city>, trip or itinerary planning, things to do, is X open, hours, where is X, venue or resort policies — never substitute raw WebSearch/WebFetch for a find/identify/investigate/look-up request. NOT FOR entity background, papers (ArXiv), JSON entity extraction, wisdom extraction (ExtractWisdom), raw page fetching or crawling (BrightData).1 installsSystemsThinkingStructural analysis of complex systems — Iceberg model, Causal Loop feedback diagrams, archetype matching, Meadows leverage points, and concept maps — grounded in the premise that behavior is generated by structure. USE WHEN systems thinking, causal loop, feedback loops, archetypes, leverage points, iceberg model, fix the system, why does this keep happening, recurring problem, second-order effects. NOT FOR incident causal chains (use RootCauseAnalysis).1 installsWebdesignDesigns and integrates web interfaces via DirectDesign (inline, Anthropic frontend-design philosophy, the default) or NativeDesign (/design artboards plus /design-sync design-system sync). USE WHEN web design, UI design, artboards, design variants, create prototype, design system, design sync, redesign site, mockup, landing page, dashboard design, design-to-code, frontend design, polish UI, design audit, brutalist/editorial/retro UI. NOT FOR illustrations/logos (Art), video (HyperFrames).1 installsWriteStoryScaffolds a story the writer already wants to tell, deriving structure, wound, theme, and prose from their own notes across seven narrative layers, short story to series. USE WHEN write story, fiction, novel, chapter, story bible, character arc, plot outline, creative writing, worldbuilding, draft story, help me write my story, develop my novel, layer my story, build out my book, I have notes for a story. NOT FOR narrative summaries of real content, or voice audits and AI-pattern cleanup (Writing).1 installs

More Build skills

Browse category →
senior-frontendBuild and review React, Next.js, TypeScript or Tailwind frontends: components, scaffolding, performance and bundle size. Use whenever the user wants a new component or app, a page feels slow, the bundle is too big, or asks for a frontend code review.580 installsui-design-systemUse when building a design system: tokens, component docs, responsive scales or developer handoff. Generates tokens with design_token_generator.py.510 installsfrontend-designGuidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.314 installssenior-backendBuild and fix backend services: REST or GraphQL APIs, auth, microservices, PostgreSQL queries, migrations and load tests. Use whenever the user's API is slow or broken, needs login or auth added, a schema change, or a new endpoint or service scaffolded.230 installsself-improving-agentCurate what the agent has learned into durable project knowledge. Reviews Claude Code auto-memory (MEMORY.md and its topic files) for learnings worth keeping, promotes proven ones into CLAUDE.md or .claude/rules/, records a correction as a lesson that persists across sessions, prunes stale or duplicate entries, and turns a recurring fix into a reusable skill. Use whenever the user asks what you have learned or saved about the project, which memories should become permanent rules, to remember a lesson or stop repeating a mistake, or to clean up, audit or check memory health.162 installsusing-superpowersUse when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions137 installs

Frequently asked questions about Pareto

What does the Pareto skill do?

Maps any topic's zeitgeist and frontier — sweeps YouTube, GitHub, the web and the Research skill, ranks everything down to the vital few by relevance, reach, recency and outlier-ness, then reports the past meta, the current mainstream meta, and where the forward thinkers are heading, every frontier claim linked. USE WHEN pareto, pareto this, run pareto on, zeitgeist, what's the zeitgeist on, what's the meta on, what is the current meta, where is thinking on X heading, who are the forward thinkers on, who is ahead of the curve on, what are the big thinkers saying about, top content on a topic, vital few. NOT FOR answering a specific factual question (Research), analyzing one piece of content (ExtractWisdom), or AI industry news digests (Upgrade NewsDigest; security news SecurityUpdates). It's a reusable SKILL.md instruction set that loads into your AI coding assistant on demand, no prompt engineering, no copy-pasting every session.

How do I install the Pareto skill?

Run `npx @skills-hub-ai/cli install lifeos-pareto` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/lifeos-pareto/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.

Which AI tools does Pareto work with?

Pareto runs in Claude Code. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.

Is the Pareto skill free?

Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.

How do I use Pareto after installing it?

In Claude Code, type `/lifeos-pareto` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.

Can I share the Pareto skill with my team?

Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.