# Upgrade

Improve LifeOS from what the best practitioners are shipping around AI harnesses, ...

- Repository: https://github.com/danielmiessler/LifeOS (19669 stars)
- Category: Security
- License: MIT
- Last updated: 2026-10-28
- Runs scripts: yes, review before use

## Install

Claude Code: `npx skills add danielmiessler/LifeOS --skill Upgrade -g -a claude-code -y`
Codex: `npx skills add danielmiessler/LifeOS --skill Upgrade -g -a codex -y`
Cursor: `npx skills add danielmiessler/LifeOS --skill Upgrade -g -a cursor -y`
Gemini CLI: `npx skills add danielmiessler/LifeOS --skill Upgrade -g -a gemini-cli -y`

## Description

Improve LifeOS from what the best practitioners are shipping around AI harnesses, Anthropic first (changelogs, docs, releases), then trusted creators, trending repos, and the system's own reflections, extracting concrete techniques and filtering them against verified current state so nothing already-done or rejected is re-recommended; also digests AI industry news and tracks AI competitors. USE WHEN upgrade, system upgrade, check Anthropic, new Claude features, algorithm upgrade, LifeOS upgrade, mine reflections, upgrade models, update models, latest models, are we on the latest models, model freshness, AI news, what's new in AI, AI industry news, smol.ai, AINews, Wes Roth, competitor tracking, what are OpenAI and Google doing. NOT FOR mining one piece of content (Harvest), releases or repo ops, or security news (SecurityUpdates).

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# Upgrade

**Contents:** Ideal State · Intent Routing · Sources & Tools · Data & Config · Gotchas · Examples

Improves LifeOS from what the best practitioners are shipping around AI harnesses, Anthropic most importantly, and from the system's own reflections, as tiered, evidence-backed recommendations, and keeps every model LifeOS uses on its vendor's latest release. It also answers "what's new in AI" with a sourced news digest, a competitor report and an Anthropic updates digest scored for LifeOS impact (`Intents/NewsDigest.md`, which absorbed the retired AINews skill).

Signal comes from two directions, and a good run uses both: **external** (what Anthropic and the best practitioners are shipping) and **internal** (what the system's own reflections and failure history say is weak). The most valuable recommendations are usually where the two agree.

## Ideal State

The rest: https://github.com/danielmiessler/LifeOS/blob/HEAD/LifeOS/install/skills/Upgrade/SKILL.md