Pinperepette

Context Kernel — Productivity skill for Claude Code

Productivity community

Task-induced context normalization for coding agents — a native Claude Code plugin.

How to install Context Kernel

This entry records only its repository, not the path inside it, so there is no exact command to give. Open Pinperepette/context-kernel and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Context Kernel does

Task-induced context normalization for coding agents — a native Claude Code plugin. The task induces a projection; operators preserve the answer, not just shrink tokens. Deterministic, stdlib-only, 117 tests.

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README

context-kernel

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Context engineering for Claude Code and AI coding agents via task-induced repository projection — Arbor Cognitionis: of all the paths the tree affords, only the task-indexed one is lit

Via selectionis: of everything the repository affords, only the task-indexed path is lit. The rest is not deleted — it remains as roots, omnia possibilia, one page fault away. Solum quod refert, manet.

**Context engineering for Claude Code, Codex and AI coding agents: task-induced context optimization with measured answer preservation.**

context-kernel is an open-source **context engineering framework** for coding agents: repositories and tool outputs get projected onto **task-equivalent working sets**, cutting token usage — measurably — without changing what the agent can answer.

Modern coding agents waste most of their context window on information that is irrelevant to the current task. context-kernel — a native **Claude Code plugin**, with a Pi port, a Codex fallback and **MCP** tools any AI coding assistant can call — reduces that context while preserving the agent's ability to solve the task: the repository is projected onto *a represen