The archive · The Defrag publication
UPDATES
What actually works when you stop chasing the next trend long enough to defragment the layers you already have.
Index
8 updates
Install: mvanhorn/last30days-skill
24.2k stars, MIT, ranked #1 trending Apr 23. Engagement-ranked research across 13 platforms in one skill, including Polymarket and Bluesky. Installs in 30 seconds via gh skill. Replaces our hand-rolled per-platform intelligence stages.
4 min · install
Cloud Routines vs Desktop Tasks vs /loop vs cron
Anthropic shipped Claude Routines this month. Cloud-side scheduling, fresh repo clone, no env or uncommitted or local MCPs. Public coverage treats it as a strict upgrade. It is not. Here is the four-slot decision matrix for which scheduled job fits cloud, desktop, /loop, or cron.
7 min · pattern
Tokenmaxxing is not the work
Pragmatic Engineer named the pattern this week. Companies tracking AI token usage as productivity. Workers gaming it with parallel agents and throwaway prompts. Real outages from AI overuse. The lesson is not to stop using AI. The lesson is that the metric is not the work.
6 min · read
Opus 4.7 ships task budgets, and now subagents can self-stop
Opus 4.7 added task budgets, a token target for the whole agentic loop with a running countdown, and a fifth effort level above high. Set budgets on the infra-improver agent so it stops blowing past expected length. Set xhigh on long-form synthesis only.
5 min · pattern
Install: gh skill
GitHub shipped a cross-runtime skill manager in gh 2.90.0. One CLI for install, update, publish, preview across Claude Code, Cursor, Codex, Gemini, and Antigravity. Replaces /plugin marketplace add as the source of truth for skill version pinning.
5 min · install
The one-line .env that keeps Claude Code from rotting your context
Claude Code degrades around 300 to 400k tokens when long-running sessions hit the auto-compact threshold late. Setting CLAUDE_CODE_AUTO_COMPACT_WINDOW=400000 forces the compaction earlier and keeps the partnership context intact. No install. One line. Do it tonight.
4 min · pattern
Install: claude-seo
The technical SEO layer your launch-readiness skill does not cover. Schema, GEO/AEO, Banana extension for OG image generation. Allowlist clear, one bash line to install, the only honest thing to do this week.
5 min · install
The Defrag loop
AI removes the friction of every path except the one you actually came for. The Defrag loop is what closes the gap. Scrape what is new in the ecosystem, run it against what you already have, install one thing, skip the rest.
10 min · loop · +7 spokes