🧵Pt3. Demo of what it looks like in practice you can see context usage of a snapshot with and without trimming below. 50% reduction on this particular task.
20.02.2026 14:35 — 👍 0 🔁 0 💬 0 📌 0
🧵Pt2. A typical 150k token session is 60-70% tool result dumps and base64 signatures Claude already processed. Trim strips that, keeps every message. Observed 50% reduction in real sessions. Unlike /compact, nothing gets summarised away.
Analysis breakdown here github.com/CosmoNaught/...
20.02.2026 14:34 — 👍 1 🔁 0 💬 1 📌 0
🧵 Built git-style versioning for Claude Code sessions. Snapshot context, branch for different tasks, trim the bloat. 40 mins of codebase analysis reused across 5 tasks instead of re-explaining from scratch.
github.com/CosmoNaught/...
#ClaudeCode #DevTools #Anthropic #Claude #LLM #AIAgents
20.02.2026 14:33 — 👍 1 🔁 0 💬 1 📌 0
Mathematical modeller / epidemiologist / ex-ecologist at Imperial College London.
https://thomrawson.github.io/
Infectious disease epidemiologist with a passion for knowledge translation from scientific evidence to public health policy and programs. External relationships and communications manager at @MRC-Outbreak.bsky.social @imperialcollegeldn.bsky.social
Epidemiology PhD student researching malaria in school-aged children. West Ham fan. Knitwear enthusiast.
Postdoctoral Researcher @glasgow.ac.uk
Malaria modelling, vector ecology and control interventions.
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Imperial PhD Student, Infectious disease epidemiology modelling/forecasting Covid/Flu/RSV and Irish Rugby enthusiast
Postdoc in infectious disease modelling. Researching how global change and socioeconomic inequalities affect health. Totnesian, surfer and runner.
I run ysap.sh and have a series called You Suck at Programming online. We talk about bash, unix systems, and stuff like that. https://youtube.com/@yousuckatprogramming
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Infectious disease epidemiologist focussing on mosquitoes & other blood-suckers. Malaria. Prof @ Imperial College London @mrc-outbreak.bsky.social.
Infectious disease epidemiologist & modeller; Advocate for diversity in academia; Reader at Imperial College London
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