shimo4228

Detecting Abstraction Decay In Context 20260815 — Development skill for Claude Code

Development community

Analyzing summarized context to locate missing operational metadata, provenance, or state information lost during simplification.

How to install Detecting Abstraction Decay In Context 20260815

Installs to ~/.claude/skills/shimo4228-contemplative-agent-data-detecting-abstraction-decay-in-context-20260815/SKILL.md

Terminal

mkdir -p ~/.claude/skills/shimo4228-contemplative-agent-data-detecting-abstraction-decay-in-context-20260815 && curl -fsSL https://raw.githubusercontent.com/shimo4228/contemplative-agent-data/HEAD/skills/detecting-abstraction-decay-in-context-20260815.md -o ~/.claude/skills/shimo4228-contemplative-agent-data-detecting-abstraction-decay-in-context-20260815/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Detecting Abstraction Decay In Context 20260815 does

name: detecting-abstraction-decay-in-context description: "Analyzing summarized context to locate missing operational metadata, provenance, or state information lost during simplification." origin: auto-extracted

Detecting Abstraction Decay in Context

**Context:** Applies when reviewing synthesized reports, summaries of technical interactions, or high-level discussions derived from rich, multi-state evidence (e.g., UI logs, error stacks, complex procedural chains).

Problem

The co

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