flora131 avatar

Context Fundamentals

This is solid foundational thinking about how to structure what you feed Claude. It walks through treating context as a finite attention budget rather than just cramming everything in, and covers the U-shaped attention curve where middle content gets ignored. The four principles (recency, specificity, retrieval, and decomposition) are practical baselines for anyone building agents or debugging why their prompts aren't working. Worth reading if you're new to context engineering or keep hitting token limits without understanding why your results degrade. The 60-70% effective capacity threshold is the kind of non-obvious detail that saves you from learning it the hard way.

skills.sh installs
164
GitHub stars
234
last updated
Jun 3, 2026

Install

$ npx -y skills add flora131/atomic --skill context-fundamentals --agent claude-code

Installs into .claude/skills of the current project.

Files

This is solid foundational thinking about how to structure what you feed Claude. It walks through treating context as a finite attention budget rather than just cramming everything in, and covers the U-shaped attention curve where middle content gets ignored. The four principles (recency, specificity, retrieval, and decomposition) are practical baselines for anyone building agents or debugging why their prompts aren't working. Worth reading if you're new to context engineering or keep hitting token limits without understanding why your results degrade. The 60-70% effective capacity threshold is the kind of non-obvious detail that saves you from learning it the hard way.

Browse the repository on GitHub

Sponsors

Details

Repository
github.com/flora131/atomic
First seen
Jun 3, 2026

More from flora131/atomic

All 39

Recommended

1juliusbrussee avatarcavemanjuliusbrussee/cavemanUltra-compressed communication mode. Cuts output tokens 65% (measured) by speaking like caveman while keeping full technical accuracy. Supports intensity levels618.3Kskills.sh installs
2mattpocock avatargrill-memattpocock/skillsA relentless interview to sharpen a plan or design.1.5Mskills.sh installs
3shadcn avatarimproveshadcn/improveSurvey any codebase as a senior advisor and produce prioritized, self-contained implementation plans for OTHER models/agents to execute. Strictly read-only on s40Kskills.sh installs
4obra avatarsystematic-debuggingobra/superpowersUse when encountering any bug, test failure, or unexpected behavior, before proposing fixes326.7Kskills.sh installs
5forrestchang avatarkarpathy-guidelinesforrestchang/andrej-karpathy-skillsBehavioral guidelines to reduce common LLM coding mistakes through explicit assumptions, simplicity, and verifiable success criteria.17.9Kskills.sh installs
6vercel-labs avatarfind-skillsvercel-labs/skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express int4.3Mskills.sh installs